2,503 results on '"Zero-forcing precoding"'
Search Results
2. Research on interleaved training for massive MIMO downlink with multi-user zero-forcing precoding
- Author
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Cheng ZHANG, Minjie DING, Chang LIU, Jing Yindi, Fei YU, and Yongming HUANG
- Subjects
massive MIMO ,multi-user ,channel acquisition ,zero-forcing precoding ,interleaved training ,Telecommunication ,TK5101-6720 - Abstract
To solve the channel acquisition overhead problem of frequency division duplex massive MIMO, for the typical scenario of zero-forcing (ZF) precoding at the base station with users’ quality of service guarantee, a supervisory mechanism for the signal-to-interference-and-noise ratio (SINR) was introduced, and a multi-user antenna-by-antenna interleaved training scheme was designed.Then, considering the additional time overhead introduced by the interleaved training, a multi-user interleaved training scheme based on antenna grouping was designed.Closed-form expressions of the average training length, transmission success rate, and average effective sum spectrum efficiency were derived for the proposed schemes.Theoretical and simulation results reveal the impact of transmit power, SINR threshold, user number, group length, and the error level of channel on the performance of the proposed schemes, and demonstrate that the proposed schemes significantly reduce the pilot overhead and improve the transmission success rate compared to the full and partial training.
- Published
- 2023
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3. Cell-Free Massive MIMO Energy Efficiency Improvement by Access Points Iterative Selection
- Author
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Sara Saad Mohammed and Aqiel Neama Almamori
- Subjects
Dynamic APs selection ,Cell-free massive MIMO ,Zero-forcing precoding ,Energy efficiency ,Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
Cell-free massive multiple-input multiple-output (CF-MIMO) system has been considered a promising technology for 5G and 6G networks for its ability to handle the rise in demand effectively. With CF-MIMO, improved energy efficiency can be obtained from straightforward signal processing. One of the potential problems in CF-MIMO systems is high power consumption due to the large numbers of distributed Access Points (APs), which decrease energy efficiency. This research proposes a modified algorithm to improve overall energy efficiency by reducing total power consumption via using the APs selection technique while maintaining the system's sum of rate. The technique used for APs selection is the largest large-scale-based selection, where each user is served by a subset of APs that offer the best channel condition rather than by all of APs. Total energy efficiency has been calculated for three cases: without APs selection, fixed APs selection, and dynamic APs selection (proposed approach). The simulation result shows that the proposed approach significantly improves energy efficiency by 45% at the signal-to-noise ratio (SNR) equal to 6 dB than the case where the selection of APs is fixed due to the optimal APs selection for each user.
- Published
- 2024
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4. 面向大规模MIMO下行多用户迫零预编码的交替训练研究.
- Author
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张铖, 丁敏捷, 刘畅, Yindi Jing, 俞菲, and 黄永明
- Abstract
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- Published
- 2023
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5. ConvNet-Based Multi-antenna Precoder Design for Green Communication
- Author
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Fahad, Hasan, Hburi, Ismail, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Yang, Xin-She, editor, Sherratt, Simon, editor, Dey, Nilanjan, editor, and Joshi, Amit, editor
- Published
- 2022
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6. Regularized Zero-Forcing Dirty Paper Precoding in a High-Throughput Satellite Communication System.
- Author
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Yang, Mingchuan, Shao, Xinye, Xue, Guanchang, Liu, Botao, and Su, Yanyong
- Subjects
TELECOMMUNICATION satellites ,MOBILE satellite communication - Abstract
In order to maximize the available data rate and spectrum utilization efficiency, a high-throughput satellite communication system adopts the full spectrum reuse scheme, which will cause serious co-frequency interference. In this paper, a forward link model, considering the effects of free space loss, rainfall attenuation, and beam gain, is established, and the classical low-complexity of the zero-forcing precoding algorithm is improved in order to solve the serious co-frequency interference. Moreover, the regularized zero-forcing precoding algorithm considering the influence of system noise is studied, and a low complexity regularized zero-forcing dirty paper precoding algorithm is proposed, whose basic principle is to sort users based on the principle of channel maximum norm selection and practical application scenarios. Simulation results show that it can encode users sequentially, according to the channel conditions, to maximize the SINR (signal-to-interference-plus-noise ratio) and increase the throughput of the system. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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7. On the Spectral Efficiency of Multiuser Massive MIMO with Zero-Forcing Precoding
- Author
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Zheng, Chenglin, Tan, Weijie, Chen, Yazhen, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Wang, Wei, editor, Liu, Xin, editor, Na, Zhenyu, editor, Jia, Min, editor, and Zhang, Baoju, editor
- Published
- 2020
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8. A Low Sampling Rate Receiver Design for Multi-Antenna Multi-User OFDM Systems.
- Author
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Ou, Zeliang, Liu, Xiaofeng, and Yang, Hongwen
- Subjects
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BIT error rate , *ANALOG-to-digital converters , *SIGNAL sampling , *TELECOMMUNICATION systems , *ERROR rates , *INTERNET of things , *ENERGY consumption - Abstract
The future 6G mobile communication network will support an unprecedented amount of Internet of Things (IoT) devices, which will boost the demand for low cost terminals under the principle of green communication. One of the critical issues for low cost terminals is the sampling rate of analog-to-digital converters (ADCs) at the receivers. A high sampling rate of the ADC gives rise to a high energy consumption and high hardware cost for the terminal. In the conventional multi-user OFDM systems, all users have to sample the received signal with a sampling rate that is larger than or equal to the Nyquist rate, despite only a small fraction of the bandwidth (number of subcarriers) is allocated to each user. This paper proposes a low sampling rate receiver design for multi-antenna multi-user OFDM systems. With the aid of zero-forcing precoding, the sampling rate of the receiver can be reduced to 1 / K of the Nyquist rate, where K is the number of users. The simulation results show that with a significant reduction in sampling rate, performance loss is insignificant and acceptable in terms of bit error rate, mutual information and peak-to-average power ratio. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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9. Precoding Optimization for Copper Line Networks
- Author
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Strobel, Rainer and Strobel, Rainer
- Published
- 2019
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10. Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking
- Author
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Guillem Femenias, Narjes Lassoued, and Felip Riera-Palou
- Subjects
AP ON/OFF switching ,green networking ,cell-free massive MIMO ,zero-forcing precoding ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
The combination of user-centric network densification and distributed massive multiple-input multiple-output (MIMO) operation has recently brought along a new paradigm in the wireless communications arena, referred to as cell-free massive MIMO networking. In these networks, a large number of distributed access points (APs), coordinated by a central processing unit (CPU), cooperate to coherently serve a large number of mobile stations (MSs) in the same time/frequency resource. Similar to what has been traditionally done with conventional cellular networks, cell-free massive MIMO networks will be dimensioned to provide the required quality of service (QoS) to MSs under heavy traffic load conditions, and thus they might be underutilized during low traffic load periods, leading to an inefficient use of both spectral and energy resources. Aiming at the implementation of green cell-free massive MIMO networks, this paper proposes and analyzes the performance of different AP switch ON/OFF (ASO) strategies designed to dynamically turn ON/OFF some of the APs based on the number and/or location of the active MSs in the network. The proposed framework considers line-of-sight (LOS) and non-line-of-sight (NLOS) links between APs and MSs, the use of different antenna array architectures at the access points (APs), suitably characterized by array-dependent spatial correlation matrices, and specific power consumption models for APs, MSs and fronthaul links between the APs and the CPU. Numerical results show that the use of properly designed ASO strategies in cell-free massive MIMO networks clearly improve the achievable energy efficiency. Moreover, they also reveal the existing trade-offs among the achievable energy efficiency, the available network-state information, and the hardware configuration (i.e., number of APs, number of transmit antennas per AP, and number of MSs).
- Published
- 2020
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11. Impact of Channel Aging on Zero-Forcing Precoding in Cell-Free Massive MIMO Systems.
- Author
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Jiang, Wei and Schotten, Hans Dieter
- Abstract
In the context of cell-free massive multi-input multi-output (mMIMO), zero-forcing precoding (ZFP) requires the exchange of instantaneous channel state information and precoded data symbols via a fronthaul network. It causes considerable propagation and processing delays, which degrade performance. This letter analyzes the impact of channel aging on the performance of ZFP in cell-free mMIMO. The aging effects of not only user mobility but also phase noise are considered. Numerical results in terms of per-user spectral efficiency are illustrated. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
12. Artificial-Noise-Aided Precoding Design for Multi-User Visible Light Communication Channels
- Author
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Thanh V. Pham, Takafumi Hayashi, and Anh T. Pham
- Subjects
VLC wiretap channel ,physical layer security ,artificial noise-aided precoding ,zero-forcing precoding ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Recent developments in visible light communications (VLC) have focused on enhancing its security and privacy. This paper studies the physical layer security in VLC networks with multiple users when there is a single wiretap eavesdropper. In particular, our aim is to design the optimal artificial noise (AN)-aided precoding scheme to improve the secrecy performance in terms of legitimate users and eavesdropper’s signal-to-interference-plus-noise ratios (SINRs). The purpose of our AN-aided precoding design is to ensure a fairness of the legitimate users’ SINRs while impairing the quality of eavesdropper’s channel as much as possible. Depending on the availability of the eavesdropper’s channel state information (CSI) at the transmitters, there are generally two design strategies. When the eavesdropper’s CSI is unknown to the transmitters (i.e., passive eavesdropper), the AN is constructed to be orthogonal to the users’ aggregate channel matrix. In case the eavesdropper’s CSI is available (i.e., active eavesdropper), the AN design strategy is to keep the SINR of the eavesdropper below a certain predefined threshold. Aside from the general design, we also study a specific design with the zero-forcing (ZF) technique and compare its performance with that of the general design. In both designs, numerical results show that significant gaps between users’ and eavesdropper’s SINR can always be achieved, thus guaranteeing a high secrecy performance. It is also observed that while the general design outperforms the ZF one in terms of the users’ SINRs, it does not result in lower eavesdropper’s SINRs compared to the ZF design, especially in the low transmit power region.
- Published
- 2019
- Full Text
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13. A Low Sampling Rate Receiver Design for Multi-Antenna Multi-User OFDM Systems
- Author
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Zeliang Ou, Xiaofeng Liu, and Hongwen Yang
- Subjects
low sampling rate ,zero-forcing precoding ,OFDM system ,Science ,Astrophysics ,QB460-466 ,Physics ,QC1-999 - Abstract
The future 6G mobile communication network will support an unprecedented amount of Internet of Things (IoT) devices, which will boost the demand for low cost terminals under the principle of green communication. One of the critical issues for low cost terminals is the sampling rate of analog-to-digital converters (ADCs) at the receivers. A high sampling rate of the ADC gives rise to a high energy consumption and high hardware cost for the terminal. In the conventional multi-user OFDM systems, all users have to sample the received signal with a sampling rate that is larger than or equal to the Nyquist rate, despite only a small fraction of the bandwidth (number of subcarriers) is allocated to each user. This paper proposes a low sampling rate receiver design for multi-antenna multi-user OFDM systems. With the aid of zero-forcing precoding, the sampling rate of the receiver can be reduced to 1/K of the Nyquist rate, where K is the number of users. The simulation results show that with a significant reduction in sampling rate, performance loss is insignificant and acceptable in terms of bit error rate, mutual information and peak-to-average power ratio.
- Published
- 2022
- Full Text
- View/download PDF
14. Overhead-Performance Tradeoff for MISO Broadcast Channels With Zero-Forcing Precoder.
- Author
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Liu, Guangyi, Feng, Hao, Wang, Qi, and Cimini, Leonard J.
- Abstract
By applying a rate-distortion approach, we investigate the relationship between the amount of overhead and the system performance from an information-theoretic point of view. Though the purpose of rate-distortion theory is to find a lower bound on lossy source coding problems, the concepts of distortion and rate can be extended to communication performance measures and the quality of feedback overhead, respectively. In this article, we study the overhead-performance tradeoff for a downlink MU-MISO channel system with limited feedback. The required feedback bits for characterizing the channel state information is represented as a function of tolerable rate loss. The proposed method to derive this tradeoff is valid for any number of transmit antennas and users, and can help in designing practical systems where the impact of channel feedback overhead cannot be neglected. Comparing the obtained rate-distortion curves with vector quantization, it can be concluded that, for each user, by feeding back different numbers of bits for different channel power gains, the optimal performance can be achieved. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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15. A novel low complexity downlink linear precoding algorithm for massive MIMO systems.
- Author
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Subitha, D. and Mathana, J. M.
- Subjects
- *
HERMITIAN forms , *MATRIX inversion , *CHEBYSHEV polynomials , *PARALLEL processing , *ALGORITHMS , *PARALLEL programming , *MIMO systems - Abstract
The tremendous advancements in 4G and beyond 4G wireless standards requires a high demand for the increased data rate, high spectral efficiency and minimal power requirement. Massive MIMO is a key technology that can be used to attain all the above requirements at the cost of increased complexity. The performance of this massive MIMO system can be optimized by simple linear precoding techniques, the complexity of which lies on the inversion of large size matrix. In this paper, we propose a large scale low complexity matrix inversion algorithm which is highly suitable for parallel architecture. The proposed algorithm makes use of Chebyshev polynomial and Weyl's inequality and named as Weyl's Chebyshev acceleration (WCA) algorithm. This algorithm is further simplified by exploiting the diagonal dominance property of the positive definite Hermitian Gram matrix that is to be inverted. The specialty of this algorithm is, it is inner product free which makes this highly suitable for parallel computing environment and thus the algorithm becomes speedy. The performance of the proposed algorithm is evaluated in urban micro cell scenario and is proven to be more efficient in terms of BER performance and complexity. Also the proposed WCA based precoding algorithm achieves approximately 50% of complexity saving in the total flop count in comparison with the existing algorithms for the micro cell scenario. The BER performance reaches the near optimal results of ZF algorithm as SNR increases. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
16. Coordination/Cooperation Strategies and Optimal Zero-Forcing Precoding Design for Multi-User Multi-Cell VLC Networks.
- Author
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Pham, Thanh V. and Pham, Anh T.
- Subjects
- *
MIMO systems , *LIGHT emitting diodes , *GAUSSIAN channels , *OPTICAL communications , *TELECOMMUNICATION systems , *PARTICIPATORY design - Abstract
This paper studies multi-user multi-cell visible light communications networks in which each cell is composed of multiple light emitting diode (LED) arrays. The use of multiple LED transmitters enables each cell to support multiple users by means of precoding techniques. In such multi-user multi-cell networks, the signal for each user can be severely interfered not only by the signals that are intended to other users in the same cell, i.e., intra-cell interference, but also by the signals for users of the other cells, i.e., inter-cell interference. While intra-cell interference can be handled by the underlying precoding scheme, it is hard to deal with the inter-cell one. This paper focuses on cell coordination/cooperation strategies and their corresponding coordinated/cooperative precoder designs as the approaches to alleviate, or possibly, to cancel out the inter-cell interference. We first derive lower and upper bounds on the capacity of Gaussian interference channels with amplitude constraints on the input and the interference. Capitalizing on derived bounds and the zero-forcing scheme as the underlying precoding technique, optimal coordinated/cooperative precoding designs to maximize users’ sum-rate are investigated under the non-negativity and amplitude-limited constraints on the channel inputs. The comprehensive numerical results are presented to compare the performance of the considered coordination/cooperation strategies. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
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17. Performance analysis of zero-forcing precoding with signal space diversity under antenna correlation.
- Author
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Özyurt, Serdar
- Subjects
TRANSMITTING antennas ,RECEIVING antennas ,PHASE shift keying ,RAYLEIGH fading channels ,TELECOMMUNICATION channels - Abstract
Abstract We consider a multiantenna transmission system where the transmitter and receiver respectively have M and two antennas. Specifically, zero-forcing precoding is employed at the transmitter based on a possibly imperfect channel state information (CSI). The channel estimation is carried out at the transmitter using pilot signals sent from the receiver. Adopting a dual-stream transmission structure, the error performance of the system is enhanced by resorting to signal space diversity (SSD). The performance of the proposed system with binary phase shift keying modulation is studied under a slow flat Rayleigh fading scenario with uncorrelated transmit antennas and correlated receive antennas. We separately examine two cases: the perfect CSI and imperfect CSI at the transmitter. In the former scenario, we provide an exact closed-form expression on the bit error probability (BEP) of the proposed approach. A tight approximation on the BEP of the proposed scheme is presented for the latter scenario. The case with distinct channel estimation qualities for the two subchannels is also considered in the second scenario. The proper rotation angles for the BPSK signal constellation are analytically obtained such that the derived expressions on the BEP are minimized under both cases. We show that the inclusion of SSD into the original scheme yields a noteworthy improvement on the BEP performance with only an insignificant increase in complexity and no additional use of bandwidth/time slots. It is also shown that the proposed technique is more immune against the channel estimation errors as compared to the original method. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
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18. Regularized Zero-Forcing Dirty Paper Precoding in a High-Throughput Satellite Communication System
- Author
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Mingchuan Yang, Xinye Shao, Guanchang Xue, Botao Liu, and Yanyong Su
- Subjects
Computer Networks and Communications ,Hardware and Architecture ,Control and Systems Engineering ,Signal Processing ,Electrical and Electronic Engineering ,high-throughput satellite ,full spectrum reuse ,co-frequency interference ,precoding ,zero-forcing precoding - Abstract
In order to maximize the available data rate and spectrum utilization efficiency, a high-throughput satellite communication system adopts the full spectrum reuse scheme, which will cause serious co-frequency interference. In this paper, a forward link model, considering the effects of free space loss, rainfall attenuation, and beam gain, is established, and the classical low-complexity of the zero-forcing precoding algorithm is improved in order to solve the serious co-frequency interference. Moreover, the regularized zero-forcing precoding algorithm considering the influence of system noise is studied, and a low complexity regularized zero-forcing dirty paper precoding algorithm is proposed, whose basic principle is to sort users based on the principle of channel maximum norm selection and practical application scenarios. Simulation results show that it can encode users sequentially, according to the channel conditions, to maximize the SINR (signal-to-interference-plus-noise ratio) and increase the throughput of the system.
- Published
- 2022
- Full Text
- View/download PDF
19. Analysis of spectral efficiency of multiuser MISO downlink based on large-scale antennas
- Author
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Ju-fang LI, Rui ZHAO, Bin JIANG, Yong-ming HUANG, Lv-xi YANG, and Hai ZHANG
- Subjects
large-scale antennas ,multi-user multiple-input and single-output ,spectral efficiency ,pilot contamination ,zero-forcing precoding ,Telecommunication ,TK5101-6720 - Abstract
The spectral efficiency of the downlink of multi-user multiple-input and single-output (MU-MISO) was ana-lyzed in the time-division duplex (TDD) communication systems with large-scale antennas. Assuming that the number of users was fixed and the antenna number (M) of base station (BS) increases without limit, the conclusions through theo-retical derivations and analyses were drawn that, when the transmit power of the BS reduces to 1/M of that of BS with single antenna, the system spectral efficiency tends to a constant value with the increase of M if the BS acquires the per-fect channel state information (CSI). The adverse effects of the inter-user interferences and the fast fading could also be eliminated through simple pre-processings. Although the multicell system is affected by the pilot contamination, which is the reason why the inter-cell interferences cannot be eliminated, the reduced transmit power makes the system changed from interference-limited to noise-limited. The limit expression of the system spectral efficiency using zero-forcing (ZF) normalized precoding is equal to that using maximum ratio transmission (MRT) normalized precoding. Finally, the lower bound of the spectral efficiency of multi-user downlink applying space time block code was presented and the correctness of the above conclusions was confirmed by the simulation analyses.
- Published
- 2014
- Full Text
- View/download PDF
20. Sum-Rate Improvement in Massive MIMO System with User Grouping and Selection, and Antenna Scheduling Scheme
- Author
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Tasher Ali Sheikh, Md. Anwar Hussain, and Joyatri Bora
- Subjects
Scheme (programming language) ,Computer science ,MIMO ,020206 networking & telecommunications ,02 engineering and technology ,Measure (mathematics) ,Computer Science Applications ,Scheduling (computing) ,Computer engineering ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,020201 artificial intelligence & image processing ,Electrical and Electronic Engineering ,Antenna (radio) ,Cluster analysis ,computer ,Selection (genetic algorithm) ,computer.programming_language - Abstract
In this paper, we have proposed user grouping method and new user selection techniques in TDD Massive (MIMO) systems. Using K-means clustering algorithm we separate the users into different groups. Upon user groups are formed users are selected from different groups with Semi-Orthogonal (SO) and random user selection criteria. We use two user selection method to select users from different groups, those are-(i) Users are selected in intra-group those are SO with each other along with it also SO with other group’s users, (ii)-Users are selected from inter-group those are SO with each other. For antenna scheduling we used maximum channel gain measure in both the user selection situation. Semi-Orthogonal user selection (SOU) and antenna scheduling with zero forcing precoding demonstrated maximum system sum-rate that is seen in results. In table-1 appraised the computational cost of our modified SOU algorithm. The proposed algorithm’s efficiency is explored through the simulations.
- Published
- 2021
- Full Text
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21. A Partial CSI Estimation Approach for Downlink FDD massive-MIMO System with Different Base Transceiver Station Topologies
- Author
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Montadar Abas Taher, Marwah Abdulrazzaq Naser, and Muntadher Alsabah
- Subjects
Coherence time ,Computer science ,MIMO ,020206 networking & telecommunications ,Data_CODINGANDINFORMATIONTHEORY ,02 engineering and technology ,Base transceiver station ,Communications system ,Precoding ,Computer Science Applications ,Channel state information ,Telecommunications link ,0202 electrical engineering, electronic engineering, information engineering ,Electronic engineering ,Zero-forcing precoding ,020201 artificial intelligence & image processing ,Electrical and Electronic Engineering ,Computer Science::Information Theory - Abstract
Massive multiple-input multiple-output (massive-MIMO) is a promising technology for next generation wireless communications systems due to its capability to increase the data rate and meet the enormous ongoing data traffic explosion. However, in non-reciprocal channels, such as those encountered in frequency division duplex (FDD) systems, channel state information (CSI) estimation using downlink (DL) training sequence is to date very challenging issue, especially when the channel exhibits a shorter coherence time. In particular, the availability of sufficiently accurate CSI at the base transceiver station (BTS) allows an efficient precoding design in the DL transmission to be achieved, and thus, reliable communication systems can be obtained. In order to achieve the aforementioned objectives, this paper presents a feasible DL training sequence design based on a partial CSI estimation approach for an FDD massive-MIMO system with a shorter coherence time. To this end, a threshold-based approach is proposed for a suitable DL pilot selection by exploring the statistical information of the channel covariance matrix. The mean square error of the proposed design is derived, and the achievable sum rate and bit-error-rate for maximum ratio transmitter and regularized zero forcing precoding is investigated over different BTS topologies with uniform linear array and uniform rectangular array. The results show that a feasible performance in the DL FDD massive-MIMO systems can be achieved even when a large number of antenna elements are deployed by the BTS and a shorter coherence time is considered.
- Published
- 2021
- Full Text
- View/download PDF
22. Multi-User Precoding and Channel Estimation for Hybrid Millimeter Wave Systems.
- Author
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Zhao, Lou, Ng, Derrick Wing Kwan, and Yuan, Jinhong
- Subjects
MILLIMETER wave communication systems ,MULTIUSER channels ,CODING theory - Abstract
In this paper, we develop a low-complexity channel estimation for hybrid millimeter wave (mmWave) systems, where the number of radio frequency (RF) chains is much less than the number of antennas equipped at each transceiver. The proposed mmWave channel estimation algorithm first exploits multiple frequency tones to estimate the strongest angle-of-arrivals (AoAs) at both base station (BS) and user sides for the design of analog beamforming matrices. Then, all the users transmit orthogonal pilot symbols to the BS along the directions of the estimated strongest AoAs in order to estimate the channel. The estimated channel will be adopted to design the digital zero-forcing (ZF) precoder at the BS for the multi-user downlink transmission. The proposed channel estimation algorithm is applicable to both the non-sparse and sparse mmWave channel environments. Furthermore, we derive a tight achievable rate upper bound of the digital ZF precoding with the proposed channel estimation algorithm scheme. Our analytical and simulation results show that the proposed scheme obtains a considerable achievable rate of fully digital systems, where the number of RF chains equipped at each transceiver is equal to the number of antennas. Besides, considering the effect of various types of errors, i.e., random phase errors, transceiver analog beamforming errors, and equivalent channel estimation errors, we derive a closed-form approximation for the achievable rate of the considered scheme. We illustrate the robustness of the proposed channel estimation and multi-user downlink precoding scheme against the system imperfection. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
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23. Large System Analysis of Downlink MISO-NOMA System via Regularized Zero-Forcing Precoding With Imperfect CSIT
- Author
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Yongxu Zhu, Kai-Kit Wong, Jun Zhang, Shaodan Ma, and Xiao Li
- Subjects
Computer science ,020206 networking & telecommunications ,02 engineering and technology ,Topology ,Precoding ,Computer Science Applications ,Scheduling (computing) ,Modeling and Simulation ,Telecommunications link ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Imperfect ,Electrical and Electronic Engineering ,Random matrix ,Computer Science::Information Theory - Abstract
This letter studies the multiple-input single-output (MISO) non-orthogonal multiple-access (NOMA) downlink using regularized zero-forcing (RZF) precoding with imperfect channel state information (CSI). We first propose a new user scheduling scheme based on imperfect CSI and a model to characterize the channel correlation between the weak and strong users. Then we derive an approximate expression of the ergodic sum-rate using large-system random matrix theory. This approximation permits us to derive the optimal power allocation scheme that satisfies the rate requirement of the weak users. Simulation results are presented to confirm the accuracy of the approximation and reveal the relationships between the ergodic sum-rate, the channel correlation, and other system parameters.
- Published
- 2020
- Full Text
- View/download PDF
24. Outage Analysis for MISO Zero-Forcing Precoding With Outdated CSI
- Author
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Erdem Bala, Leonard J. Cimini, Guangyi Liu, and Lu Li
- Subjects
Beamforming ,Mathematical optimization ,Computer Networks and Communications ,Computer science ,Aerospace Engineering ,Data_CODINGANDINFORMATIONTHEORY ,Interference (wave propagation) ,Precoding ,Channel state information ,Automotive Engineering ,Telecommunications link ,Zero-forcing precoding ,Electrical and Electronic Engineering ,Computer Science::Information Theory ,Communication channel - Abstract
Zero-forcing precoding is a commonly-used multiple-user, multiple-input multiple-output beamforming technique. Applying such precoding, the signal-to-interference-plus-noise ratio (SINR) statistics with outdated channel state information, which involve various projections related to the multi-dimensional channel vectors and precoding vectors, have never been explicitly derived. In this paper, for the multiple-input single-output scenario with uniform power allocation, the distributions of these projections are derived, and then the SINR distribution and the conditional outage probability can be computed using those distributions.
- Published
- 2020
- Full Text
- View/download PDF
25. Local Partial Zero-Forcing Precoding for Cell-Free Massive MIMO
- Author
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Emil Björnson, Erik G. Larsson, Giovanni Interdonato, and Marcus Karlsson
- Subjects
Signal Processing (eess.SP) ,FOS: Computer and information sciences ,Cell-free massive MIMO ,distributed massive MIMO ,max-min fairness power control ,partial zero-forcing ,precoding schemes ,spectral efficiency ,Computer science ,Computer Science - Information Theory ,MIMO ,02 engineering and technology ,Topology ,Precoding ,Multiplexing ,Telecommunications link ,FOS: Electrical engineering, electronic engineering, information engineering ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Electrical Engineering and Systems Science - Signal Processing ,Electrical and Electronic Engineering ,Computer Science::Information Theory ,Rayleigh fading ,Information Theory (cs.IT) ,Applied Mathematics ,020206 networking & telecommunications ,Spectral efficiency ,Computer Science Applications ,Communication channel ,Power control - Abstract
Cell-free Massive MIMO (multiple-input multiple-output) is a promising distributed network architecture for 5G-and-beyond systems. It guarantees ubiquitous coverage at high spectral efficiency (SE) by leveraging signal co-processing at multiple access points (APs), aggressive spatial user multiplexing and extraordinary macro-diversity gain. In this study, we propose two distributed precoding schemes, referred to as \textit{local partial zero-forcing} (PZF) and \textit{local protective partial zero-forcing} (PPZF), that further improve the spectral efficiency by providing an adaptable trade-off between interference cancelation and boosting of the desired signal, with no additional front-hauling overhead, and implementable by APs with very few antennas. We derive closed-form expressions for the achievable SE under the assumption of independent Rayleigh fading channel, channel estimation error and pilot contamination. PZF and PPZF can substantially outperform maximum ratio transmission and zero-forcing, and their performance is comparable to that achieved by regularized zero-forcing (RZF), which is a benchmark in the downlink. Importantly, these closed-form expressions can be employed to devise optimal (long-term) power control strategies that are also suitable for RZF, whose closed-form expression for the SE is not available., This paper was accepted for publication in IEEE Transactions on Wireless Communications on March 31, 2020. {\copyright} 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses
- Published
- 2020
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26. Fast matrix inversion methods based on Chebyshev and Newton iterations for zero forcing precoding in massive MIMO systems
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Osamu Muta and Sherief Hashima
- Subjects
Computer Networks and Communications ,Computer science ,lcsh:TK7800-8360 ,02 engineering and technology ,Successive over relaxation ,System of linear equations ,Precoding ,Chebyshev filter ,lcsh:Telecommunication ,symbols.namesake ,Matrix (mathematics) ,0203 mechanical engineering ,lcsh:TK5101-6720 ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Newton iteration ,Applied mathematics ,Newton's method ,Neumann series ,Matrix inversion ,lcsh:Electronics ,020206 networking & telecommunications ,020302 automobile design & engineering ,Chebyshev iteration ,Uncorrelated ,Computer Science Applications ,Rate of convergence ,Successive over-relaxation ,Signal Processing ,symbols ,Massive MIMO - Abstract
In massive MIMO (mMIMO) systems, large matrix inversion is a challenging problem due to the huge volume of users and antennas. Neumann series (NS) and successive over relaxation (SOR) are two typical methods that solve such a problem in linear precoding. NS expands the inverse of a matrix into a series of matrix vector multiplications, while SOR deals with the same problem as a system of linear equations and iteratively solves it. However, the required complexities for both methods are still high. In this paper, four new joint methods are presented to achieve faster convergence and lower complexity in matrix inversion to determine linear precoding weights for mMIMO systems, where both Chebyshev iteration (ChebI) and Newton iteration (NI) are investigated separately to speed up the convergence of NS and SOR. Firstly, joint Chebyshev and NS method (ChebI-NS) is proposed not only to accelerate the convergence in NS but also to achieve more accurate inversion. Secondly, new SOR-based approximate matrix inversion (SOR-AMI) is proposed to achieve a direct simplified matrix inversion with similar convergence characteristics to the conventional SOR. Finally, two improved SOR-AMI methods, NI-SOR-AMI and ChebI-SOR-AMI, are investigated for further convergence acceleration, where NI and ChebI approaches are combined with the SOR-AMI, respectively. These four proposed inversion methods provide near optimal bit error rate (BER) performance of zero forcing (ZF) case under uncorrelated and correlated mMIMO channel conditions. Simulation results verify that the proposed ChebI-NS has the highest convergence rate compared to the conventional NS with similar complexity. Similarly, ChebI-SOR-AMI and NI-SOR-AMI achieve faster convergence than the conventional SOR method. The order of the proposed methods according to the convergence speed are ChebI-SOR-AMI, NI-SOR-AMI, SOR-AMI, then ChebI-NS, respectively. ChebI-NS has a low convergence because NS has lower convergence than SOR. Although ChebI-SOR-AMI has the fastest convergence rate, NI-SOR-AMI is preferable than ChebI-SOR-AMI due to its lower complexity and close inversion result.
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- 2020
27. Sum-rate maximization of user-centric visible light communication cells with zero forcing precoding
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段田东 Duan Tian-dong, 徐文艳 Xu Wen-yan, and 杨 森 Yang Sen
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Computer science ,Zero-forcing precoding ,Visible light communication ,Maximization ,Topology ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,User-centered design - Published
- 2020
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28. Investigation of the Impact of Zero-Forcing Precoding on the Variation of Massive MIMO Transmitters’ Performance With Channel Conditions
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Patrick Mitran, Slim Boumaiza, and Mohammed Almoneer
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Orthogonal frequency-division multiplexing ,MIMO ,Transmitter ,020206 networking & telecommunications ,02 engineering and technology ,Condensed Matter Physics ,Minimax ,Topology ,Precoding ,Predistortion ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Electrical and Electronic Engineering ,Computer Science::Information Theory ,Mathematics ,Communication channel - Abstract
In this letter, the impact of two variants of zero-forcing (ZF) precoding (conventional and minimax) on the performance of massive multiple-input–multiple-output (MIMO) transmitters is investigated through simulations and experiments. In massive MIMO transmitters, the average-power levels across the radio frequency (RF) chains depend on the choice of precoder and the channel conditions. Compared to the conventional ZF precoder, the minimax variant results in significantly less variations in the average-power levels across the RF chains and, consequently, in less disparity between their operating characteristics. Thus, the minimax precoder, albeit requiring more computational resources, reduces the variation of the transmitter’s performance with the channel conditions. Experiments performed using the two ZF variants, in conjunction with digital predistortion, on a two-user four-chain MIMO transmitter under 200 different channel realizations revealed that the minimax variant allows for up to 10 dB and 8% reductions in the adjacent-channel power ratio and root normalized mean-square error, respectively, in each chain.
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- 2021
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29. Performance of Fully Digital Zero-Forcing Precoding in mmWave Massive MIMO-NOMA with Antenna Reduction
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Ahmed El-Mahdy and Nouran Arafat
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Reduction (complexity) ,Computer science ,business.industry ,MIMO ,Zero-forcing precoding ,Electronic engineering ,Wireless ,Spectral efficiency ,Antenna (radio) ,business ,Precoding ,Computer Science::Information Theory ,Efficient energy use - Abstract
Fully digital precoding has superior performance for millimeter wave (mmWave) multiple input and multiple output (MIMO) system. In fully digital precoding, each antenna is connected to one RF chain which results in high hardware complexity and high cost. Non-orthogonal multiple access (NOMA) is one of the promising techniques in future mobile communication. In this paper, we propose a fully digital mmWave massive MIMO system with a reduced hardware complexity and reduced energy consumption. The proposed system reduces the number of antennas and consequently the number of RF chains by applying a three stages antenna reduction algorithm. Moreover, a clustering algorithm is proposed in which users within same group are highly correlated, and users in different groups have low correlation with each other. The performance of the proposed system is evaluated in terms of energy efficiency and spectral efficiency. Numerical results show that the proposed system has superior performance in terms of energy efficiency at the expense of slight decrease in spectral efficiency.
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- 2021
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30. On the Virtual Cell Transmission in Ultra Dense Networks.
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Xiaopeng Zhu, Lianfen Huang, Jie Zeng, Xin Su, Chiyang Xiao, and Jing Wang
- Subjects
- *
ULTRA-wideband communication , *WIRELESS communications , *WIRELESS localization , *INTERFERENCE suppression , *CELL phone systems , *RADIO transmitters & transmission , *DATA transmission systems - Abstract
Ultra dense networks (UDN) are identified as one of the key enablers for 5G, since they can provide an ultra high spectral reuse factor exploiting proximal transmissions. By densifying the network infrastructure equipment, it is highly possible that each user will have one or more dedicated serving base station antennas, introducing the user-centric virtual cell paradigm. However, due to irregular deployment of a large amount of base station antennas, the interference environment becomes rather complex, thus introducing severe interferences among different virtual cells. This paper focuses on the downlink transmission scheme in UDN where a large number of users and base station antennas is uniformly spread over a certain area. An interference graph is first created based on the large-scale fadings to give a potential description of the interference relationship among the virtual cells. Then, base station antennas and users in the virtual cells within the same maximally-connected component are grouped together and merged into one new virtual cell cluster, where users are jointly served via zero-forcing (ZF) beamforming. A multi-virtual-cell minimum mean square error precoding scheme is further proposed to mitigate the inter-cluster interference. Additionally, the interference alignment framework is proposed based on the low complexity virtual cell merging to eliminate the strong interference between different virtual cells. Simulation results show that the proposed interference graph-based virtual cell merging approach can attain the average user spectral efficiency performance of the grouping scheme based on virtual cell overlapping with a smaller virtual cell size and reduced signal processing complexity. Besides, the proposed user-centric transmission scheme greatly outperforms the BS-centric transmission scheme (maximum ratio transmission (MRT)) in terms of both the average user spectral efficiency and edge user spectral efficiency. What is more, interference alignment based on the low complexity virtual cell merging can achieve much better performance than ZF and MRT precoding in terms of average user spectral efficiency. [ABSTRACT FROM AUTHOR]
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- 2016
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31. Distributed UAV-enabled zero-forcing cooperative jamming scheme for safeguarding future wireless networks
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Cabezas, X. A. (X. A. Flores), Osorio, D. P. (D. P. Moya), Latva-aho, M. (M.), Cabezas, X. A. (X. A. Flores), Osorio, D. P. (D. P. Moya), and Latva-aho, M. (M.)
- Abstract
In this work, we investigate the impact of two cooperative unmanned aerial vehicle (UAV)-based jammers on the secrecy performance of a ground wireless network in the presence of an eavesdropper. For that purpose, we investigate the secrecy-area related metrics, Jamming Coverage and Jamming Efficiency. Moreover, we propose a hybrid metric, the so-called Weighted Secrecy Coverage (WSC) and a virtual distributed multiple-input-multiple-output (MIMO)-based zero-forcing precoding scheme to avoid the jamming effects on the legitimate receiver. For evaluating these metrics, we derive a closed-form position-based metric, the secrecy improvement. Our mathematical derivations and comparative simulations show that the proposed zero-forcing scheme leads to an improvement on the secrecy performance in terms of the WSC, and provides conditions for improvement of Jamming Efficiency. They also show positioning trends on the UAVs over a fixed orbit around the legitimate transmitter as well as power allocation trends for optimal secrecy.
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- 2021
32. Distributed UAV-enabled zero-forcing cooperative jamming scheme for safeguarding future wireless networks
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Matti Latva-aho, X. A. Flores Cabezas, and D. P. Moya Osorio
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Computer science ,Wireless network ,Transmitter ,Metric (mathematics) ,Real-time computing ,MIMO ,Secrecy ,Zero-forcing precoding ,Jamming ,Precoding - Abstract
In this work, we investigate the impact of two cooperative unmanned aerial vehicle (UAV)-based jammers on the secrecy performance of a ground wireless network in the presence of an eavesdropper. For that purpose, we investigate the secrecy-area related metrics, Jamming Coverage and Jamming Efficiency. Moreover, we propose a hybrid metric, the so-called Weighted Secrecy Coverage (WSC) and a virtual distributed multiple-input-multiple-output (MIMO)-based zero-forcing precoding scheme to avoid the jamming effects on the legitimate receiver. For evaluating these metrics, we derive a closed-form position-based metric, the secrecy improvement. Our mathematical derivations and comparative simulations show that the proposed zero-forcing scheme leads to an improvement on the secrecy performance in terms of the WSC, and provides conditions for improvement of Jamming Efficiency. They also show positioning trends on the UAVs over a fixed orbit around the legitimate transmitter as well as power allocation trends for optimal secrecy.
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- 2021
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33. Impact of Channel Aging on Zero-Forcing Precoding in Cell-Free Massive MIMO Systems
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Wei Jiang and Hans D. Schotten
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Signal Processing (eess.SP) ,FOS: Computer and information sciences ,Computer science ,Information Theory (cs.IT) ,Computer Science - Information Theory ,Context (language use) ,Spectral efficiency ,Topology ,Precoding ,Computer Science Applications ,Channel state information ,Modeling and Simulation ,Telecommunications link ,Phase noise ,FOS: Electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Electrical and Electronic Engineering ,Electrical Engineering and Systems Science - Signal Processing ,Communication channel - Abstract
In the context of cell-free massive multi-input multi-output (mMIMO), zero-forcing precoding (ZFP) requires the exchange of instantaneous channel state information and precoded data symbols via a fronthaul network. It causes considerable propagation and processing delays, which degrade performance. This letter analyzes the impact of channel aging on the performance of ZFP in cell-free mMIMO. The aging effects of not only user mobility but also phase noise are considered. Numerical results in terms of per-user spectral efficiency are illustrated.
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- 2021
34. The Wideband Slope of Interference Channels: The Small Bandwidth Case
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Minqi Shen and Anders Host-Madsen
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FOS: Computer and information sciences ,Computer Science - Information Theory ,02 engineering and technology ,Library and Information Sciences ,Topology ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,0601 history and archaeology ,Adjacent-channel interference ,Wideband ,Computer Science::Information Theory ,Physics ,060102 archaeology ,business.industry ,Information Theory (cs.IT) ,Bandwidth (signal processing) ,Co-channel interference ,020206 networking & telecommunications ,06 humanities and the arts ,Computer Science Applications ,Single antenna interference cancellation ,Bounded function ,Telecommunications ,business ,Information Systems ,Communication channel - Abstract
This paper studies the low-SNR regime performance of a scalar complex K -user interference channel with Gaussian noise. The finite bandwidth case is considered, where the low-SNR regime is approached by letting the input power go to zero while bandwidth is small and fixed. We show that for all \delta>0 there exists a set with non-zero measure (probability) in which the wideband slope per user satisfies Slope, Comment: submitted to Information Theory, IEEE Transactions on
- Published
- 2019
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35. Fully Decentralized Approximate Zero-Forcing Precoding for Massive MIMO Systems
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Fredrik Rusek, Muris Sarajlic, Ove Edfors, Liang Liu, and Jesus Rodriguez Sanchez
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Interconnection ,Computer science ,ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS ,MIMO ,020206 networking & telecommunications ,Data_CODINGANDINFORMATIONTHEORY ,02 engineering and technology ,Topology ,Precoding ,Scheduling (computing) ,Base station ,Control and Systems Engineering ,Telecommunications link ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Electrical and Electronic Engineering ,Daisy chain ,Computer Science::Information Theory - Abstract
We analyze the downlink of a massive multiuser multiple input, multiple output (MIMO) system where antenna units at the base station are connected in a daisy chain without a central processing unit and only possess local channel knowledge. For this setup, we develop and analyze a linear precoding algorithm for suppressing interuser interference. It is demonstrated that the algorithm is close to zero-forcing precoding in terms of performance for a large number of antennas. Moreover, we show that with careful scheduling of processing across antennas, requirements for interconnection throughput are reduced compared with the fully centralized solution. Favorable tradeoff between performance and interconnection throughput makes the daisy chain a viable candidate topology for real-life implementations of base stations in MIMO systems where the number of antennas is very large.
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- 2019
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36. Coordination/Cooperation Strategies and Optimal Zero-Forcing Precoding Design for Multi-User Multi-Cell VLC Networks
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Anh T. Pham and Thanh V. Pham
- Subjects
Orthogonal frequency-division multiplexing ,Computer science ,Visible light communication ,020206 networking & telecommunications ,02 engineering and technology ,Multi-user ,Precoding ,Upper and lower bounds ,020210 optoelectronics & photonics ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Electronic engineering ,Electrical and Electronic Engineering ,Communication channel - Abstract
This paper studies multi-user multi-cell visible light communications networks in which each cell is composed of multiple light emitting diode (LED) arrays. The use of multiple LED transmitters enables each cell to support multiple users by means of precoding techniques. In such multi-user multi-cell networks, the signal for each user can be severely interfered not only by the signals that are intended to other users in the same cell, i.e., intra-cell interference, but also by the signals for users of the other cells, i.e., inter-cell interference. While intra-cell interference can be handled by the underlying precoding scheme, it is hard to deal with the inter-cell one. This paper focuses on cell coordination/cooperation strategies and their corresponding coordinated/cooperative precoder designs as the approaches to alleviate, or possibly, to cancel out the inter-cell interference. We first derive lower and upper bounds on the capacity of Gaussian interference channels with amplitude constraints on the input and the interference. Capitalizing on derived bounds and the zero-forcing scheme as the underlying precoding technique, optimal coordinated/cooperative precoding designs to maximize users’ sum-rate are investigated under the non-negativity and amplitude-limited constraints on the channel inputs. The comprehensive numerical results are presented to compare the performance of the considered coordination/cooperation strategies.
- Published
- 2019
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37. Massive MIMO Optimization With Compatible Sets
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Michal Pioro, Emma Fitzgerald, and Fredrik Tufvesson
- Subjects
Signal Processing (eess.SP) ,Networking and Internet Architecture (cs.NI) ,FOS: Computer and information sciences ,Computer science ,Applied Mathematics ,Distributed computing ,MIMO ,Physical layer ,020206 networking & telecommunications ,Throughput ,02 engineering and technology ,Computer Science Applications ,Scheduling (computing) ,Computer Science - Networking and Internet Architecture ,FOS: Electrical engineering, electronic engineering, information engineering ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Electrical Engineering and Systems Science - Signal Processing ,Electrical and Electronic Engineering ,5G ,Power control - Abstract
Massive multiple-input multiple-output (MIMO) is expected to be a vital component in future 5G systems. As such, there is a need for new modeling in order to investigate the performance of massive MIMO not only at the physical layer, but also higher up the networking stack. In this paper, we present general optimization models for massive MIMO, based on mixed-integer programming and compatible sets, with both maximum ratio combing and zero forcing precoding schemes. We then apply our models to the case of joint device scheduling and power control for heterogeneous devices and traffic demands, in contrast to existing power control schemes that consider only homogeneous users and saturated scenarios. Our results show substantial benefits in terms of energy usage can be achieved without sacrificing throughput, and that both signalling overhead and the complexity of end devices can be reduced by abrogating the need for uplink power control through efficient scheduling.
- Published
- 2019
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38. Artificial-Noise-Aided Precoding Design for Multi-User Visible Light Communication Channels
- Author
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Anh T. Pham, Thanh V. Pham, and Takafumi Hayashi
- Subjects
General Computer Science ,Computer science ,0211 other engineering and technologies ,Visible light communication ,artificial noise-aided precoding ,050801 communication & media studies ,zero-forcing precoding ,Data_CODINGANDINFORMATIONTHEORY ,02 engineering and technology ,Multi-user ,Precoding ,0508 media and communications ,Electronic engineering ,0202 electrical engineering, electronic engineering, information engineering ,General Materials Science ,Secure transmission ,021110 strategic, defence & security studies ,business.industry ,05 social sciences ,Transmitter ,physical layer security ,General Engineering ,Physical layer ,020206 networking & telecommunications ,Transmitter power output ,Channel state information ,Artificial noise ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,business ,VLC wiretap channel ,lcsh:TK1-9971 ,Communication channel ,Computer network - Abstract
Recent developments in visible light communications (VLC) have focused on enhancing its security and privacy. This paper studies the physical layer security in VLC networks with multiple users when there is a single wiretap eavesdropper. In particular, our aim is to design the optimal artificial noise (AN)-aided precoding scheme to improve the secrecy performance in terms of legitimate users and eavesdropper’s signal-to-interference-plus-noise ratios (SINRs). The purpose of our AN-aided precoding design is to ensure a fairness of the legitimate users’ SINRs while impairing the quality of eavesdropper’s channel as much as possible. Depending on the availability of the eavesdropper’s channel state information (CSI) at the transmitters, there are generally two design strategies. When the eavesdropper’s CSI is unknown to the transmitters (i.e., passive eavesdropper), the AN is constructed to be orthogonal to the users’ aggregate channel matrix. In case the eavesdropper’s CSI is available (i.e., active eavesdropper), the AN design strategy is to keep the SINR of the eavesdropper below a certain predefined threshold. Aside from the general design, we also study a specific design with the zero-forcing (ZF) technique and compare its performance with that of the general design. In both designs, numerical results show that significant gaps between users’ and eavesdropper’s SINR can always be achieved, thus guaranteeing a high secrecy performance. It is also observed that while the general design outperforms the ZF one in terms of the users’ SINRs, it does not result in lower eavesdropper’s SINRs compared to the ZF design, especially in the low transmit power region.
- Published
- 2019
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39. Enhancing Security in Cognitive Radio Multicast Networks Using Interference Power
- Author
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Md. Selim Hossain, Md. Zahurul I. Sarkar, and Rezwana Sultana
- Subjects
Multicast ,business.industry ,Computer science ,ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS ,MIMO ,Data_CODINGANDINFORMATIONTHEORY ,Interference (wave propagation) ,Precoding ,law.invention ,Base station ,Cognitive radio ,Relay ,law ,Zero-forcing precoding ,business ,Computer network - Abstract
In this paper, security issue in multiple input multiple output (MIMO) multicasting system has been analyzed in the presence of a group of eavesdroppers in cognitive radio networks (CRNs). Primary base station (PBS) and secondary base station (SBS) communicate with multiple primary and secondary receivers, respectively via a precoding relay having multiple antennas. At first, considering interference the secrecy multicast capacity at the primary receivers (PRs) and the secondary receivers (SRs) has been calculated and investigated the impact of interferences on it. Then, the zero-forcing (ZF) precoding technique at the relay has been employed which enhances the secrecy multicast capacity at the PRs and SRs by zeroing the impact of interference on each other. Secondly, the existing constructive interference energy of the communication medium employing selective precoding (SP) technique at the relay has been used to improve the secrecy multicast capacity of the PRs and SRs. Finally, phase alignment precoding (PAP) technique at the relay has been introduced which uses the destructive part of interference for further increase in the secrecy multicast capacity at the PRs and SRs. It is observed that among the three precoding techniques, the best performance is achieved by using the PAP at the relay in terms of secrecy multicast capacity and secure outage probability analysis. This is due to the fact that PAP technique at the relay not only uses the constructive interference part but also it rotates the destructive interference part in such a way that the resulting interference is always instantaneously constructive. So using these precoding relays interference power can be used to enhance system performance without increasing base station power.
- Published
- 2019
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40. Multi-User MIMO Satellite Communications for Aviation Networks
- Author
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Andreas Knopp, Robert T. Schwarz, and Florian Volk
- Subjects
Computer science ,05 social sciences ,MIMO ,Real-time computing ,050801 communication & media studies ,020206 networking & telecommunications ,02 engineering and technology ,Space-division multiple access ,Multi-user MIMO ,Precoding ,0508 media and communications ,Telecommunications link ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Communications satellite ,Throughput (business) - Abstract
We investigate the throughput of a multi-user multiple-input multiple-output aviation network where multiple aircraft are connected to a High Throughput Satellite (HTS). We assume full frequency reuse in the downlink and a multibeam antenna architecture with multiple reflectors on the HTS. To maximize the system throughput, we apply zero forcing precoding along with a scheduling algorithm to group multiple aircraft that are simultaneously served with data via space division multiple access. For a more realistic scenario, the flight paths of the airplanes are based on real airline routes, and interference from terrestrial fixed service stations is considered. Our simulation results show that the proposed concept enables a massive throughput increase while the required update rate of the precoder coefficients and the user groups remain moderate.
- Published
- 2021
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41. Pseudo-Inverse vs generalized inverse for C-RAN downlink precoding
- Author
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Angel Lozano, Mohammad Mahdi Mojahedian, and Reza Mosayebi
- Subjects
Mathematical optimization ,Generalized inverse ,Computer science ,Zero-forcing precoding ,05 social sciences ,050801 communication & media studies ,020206 networking & telecommunications ,02 engineering and technology ,Ultradense networks ,Precoding ,Constraint (information theory) ,Range (mathematics) ,0508 media and communications ,Telecommunications link ,Pseudo-inverse ,0202 electrical engineering, electronic engineering, information engineering ,Cell-free networks ,C-RAN ,Moore–Penrose pseudoinverse ,Communication channel - Abstract
Comunicació presentada a: GLOBECOM 2020 celebrat del 17 a l'11 de desembre de 2020 a Taipei, Taiwan. This paper tackles the problem of zero-forcing (ZF) precoding for the downlink of centralized radio-access networks operating in a cell-free fashion. While the customary workhorse of ZF precoding is the channel pseudo-inverse, because of the separate power constraint at each participating access point, the pseudo-inverse is not optimum. Rather, it can be improved upon by other inverses that allow conveying stronger signals (or, equivalently, consuming less power) while respecting the same ZF conditions. Motivated by the enormous disparity in computational cost between simple pseudo-inversion and general inversion, we ascertain the performance disadvantage of the former in a wide range of conditions. The welcome conclusion is that pseudo-inversion is close-to-optimum for all operational regimes of interest. Work supported by the European Research Council under the H2020 Framework Programme/ERC grant 694974, and by MINECO's Projects RTI2018-102112 and RTI2018-101040.
- Published
- 2021
42. Phase index-based receive spatial modulation PHY security against supervised pattern recognition
- Author
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Huseyin Arslan and Abdelrahman Abushattal
- Subjects
Computer science ,business.industry ,Receive Spatial Modulation ,Physical layer ,Physical-Layer Security ,K-Nearest Neighbors (KNN) ,020206 networking & telecommunications ,020302 automobile design & engineering ,Pattern recognition ,Multi-Input Multi-Output ,02 engineering and technology ,Spectral efficiency ,Data_CODINGANDINFORMATIONTHEORY ,Zero-Forcing Precoding ,Precoding ,Supervised Pattern Recognition ,0203 mechanical engineering ,PHY ,0202 electrical engineering, electronic engineering, information engineering ,Bit error rate ,Artificial intelligence ,business ,Phase modulation ,Block (data storage) ,Communication channel - Abstract
Receive Spatial Modulation (RSM) uses the index of the receive antenna to convey additional information bits, which reduces the receiver complexity and improves spectral efficiency. Additionally, it provides inherent physical layer security using the Zero-forcing (ZF) precoding technique. However, the channel becomes vulnerable to eavesdropper (Eve) if the channel impulse response is assumed to be time-invariant or stationary through coherent block intervals. In this paper, a physical layer secure scheme is proposed based on phase index RSM to combat eaves-droppers that use k-nearest neighbors (KNN) supervised pattern recognition. The average bit error rate (BER) performance shows the ability of the proposed scheme to provide a suitable level of security while degrading the average BER performance of Eve.
- Published
- 2021
43. Optimization of the Receiving Orientation Angle for Zero-Forcing Precoding in VLC
- Author
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Ana García Armada, Harald Haas, Máximo Morales-Céspedes, MAXIMO MORALES, Ministerio de Economía y Competitividad (España), and Universidad Carlos III de Madrid
- Subjects
Telecomunicaciones ,Orientation (computer vision) ,Computer science ,TK ,Visible light communication ,Photodetector ,020206 networking & telecommunications ,02 engineering and technology ,Multiuser multiple-input single-output ,Optical channel ,Precoding ,Computer Science Applications ,Visible light communications ,Modeling and Simulation ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Zero forcing ,Radio frequency ,Linear independence ,Electrical and Electronic Engineering ,Algorithm ,Communication channel - Abstract
We study the performance of linear zero-forcing (ZF) precoding in multiuser multiple-input single-output visible light communications (VLC) when we are able to select the receiving orientation angle (ROA) of each user. For radio-frequency communications, the non-line-of-sight rich scattering environment usually ensures the linear independence among user's channels. However, this condition is less likely to happen in VLC systems, degrading the performance of ZF precoding. In this work, we propose a variable ROA (vROA) photodetector able to modify its orientation vector in order to generate semi-orthogonal channel responses among users. We derive the algorithm for determining the orientation of the vROA photodetector of each user, obtaining optimal and suboptimal solutions with high and low complexity, respectively. Simulation results show that the performance of ZF precoding is improved considerably by managing the users ROA. This work has been supported by the Spanish National Project TERESAADA (TEC2017-90093-C3-2-R) (MINECO/AEI/FEDER, UE) and the research project GEOVEOLUZ-CM-UC3M. Publicado
- Published
- 2021
44. Noncausal Zero-Forcing precoding subject to individual channel power constraints.
- Author
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Li, Shenpeng, Zhang, Jingxin, and Chai, Li
- Abstract
This paper investigates Zero Forcing (ZF) precoding in MIMO FB channels subject to individual channel power constraints. It shows that the optimal ZF precoder is non-causal in general and presents a general formulation for the design of optimal noncausal ZF precoder subject to individual channel power constraints. A convex optimization based method is derived from the formulation to design optimal noncausal precoder. Numerical example demonstrates the effectiveness of the design method and the advantage of the designed optimal noncausal ZF precoder. [ABSTRACT FROM PUBLISHER]
- Published
- 2012
45. Wireless Environment Aware Adaptive Scheduling Technique for Cellular Networks
- Author
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Jitendranath Mungara and Anand Reddy
- Subjects
Control and Optimization ,Computer Networks and Communications ,Computer science ,Throughput ,02 engineering and technology ,Error Rate ,Scheduling (computing) ,0203 mechanical engineering ,0202 electrical engineering, electronic engineering, information engineering ,Zero-forcing precoding ,Wireless ,Imperfect bandwidth information ,Electrical and Electronic Engineering ,Throughput (business) ,Zero Forcing (ZF) ,business.industry ,Quality of service ,020302 automobile design & engineering ,020206 networking & telecommunications ,Spectral efficiency ,Mobile ad hoc network ,Modified Zero Forcing (MZF) ,Hardware and Architecture ,Signal Processing ,Cellular network ,business ,Performance metric ,Information Systems ,Communication channel ,Computer network ,Mobile Ad Hoc Network (MANET) - Abstract
It is now well known that employing channel knowledge based on signaling techniques in wireless mobile ad-hoc networks (MANET) system can yield large improvements in almost all performance metric. Here we proposed the adaptive scheduling, in which the work done is based upon the bandwidth information of channel to provide better quality of service (‘QoS’) to the cell-edge mobile stations. Channel information is critical based on which scheduling is carried out. The bandwidth channel information contains estimation delay, the pilot channel noise and pilot contamination. Afterwards, Zero Forcing precoding methodology has applied for removing the interference at user nodes, destination nodes and gateway side. By extending the characteristics of ZF, the modified Zero Forcing (MZF) has proposed to achieve higher throughput rate and higher spectrum efficiency. The achievable-rates of the ZF and MZF has derived under the comprehensive model of imperfect bandwidth information.
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- 2020
46. Secrecy Rate Maximization in Millimeter Wave SWIPT Systems based on Non-Linear Energy Harvesting
- Author
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Ma Mengyuan, Wanming Hao, Gangcan Sun, Zhengyu Zhu, and Xu Jinlei
- Subjects
Mathematical optimization ,Optimization problem ,Computer science ,Covariance matrix ,05 social sciences ,050801 communication & media studies ,Maximization ,Transmitter power output ,Precoding ,0508 media and communications ,0502 economics and business ,Zero-forcing precoding ,Artificial noise ,Maximum power transfer theorem ,050211 marketing ,Relaxation (approximation) ,Computer Science::Information Theory - Abstract
In this paper, we study the secrecy rate maximization in millimeter-wave simultaneous wireless information and power transfer systems, where two radio frequency chain antenna architectures are considered. Then, a joint optimization problem of digital precoding vector, power splitting ratio and artificial noise covariance matrix is proposed, while non-linear energy harvesting and maximum transmit power constraint are considered. It is difficult to solve directly due to coupled variables and non-convexity, so we propose an alternating optimization algorithm based on semi-definite relaxation to solve it suboptimally. Meanwhile, an alternating optimization algorithm based on zero forcing precoding is proposed to reduce the complexity. Finally, simulation results prove the validity of the proposed different algorithms.
- Published
- 2020
- Full Text
- View/download PDF
47. Centralized Single FPGA Real Time Zero Forcing Massive MIMO 5G Basestation Hardware and Gateware
- Author
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Maksim Dill, Giuseppe Caire, Dennis Osterland, and Andreas Benzin
- Subjects
Signal processing ,Computer science ,business.industry ,MIMO ,Zero-forcing precoding ,Baseband ,Radio frequency ,Round-trip delay time ,Field-programmable gate array ,business ,Remote radio head ,Computer hardware - Abstract
In the following a massive MIMO 5G < 6 GHz base station implementation is presented which is capable of realtime zero forcing precoding on a single central signal processing (CSP) FPGA. The built prototype is capable of simultaneously driving M = 196 separate RF ports all delivering samples to the CSP FPGA. Each RF chain’s ADCs and DACs are running at 40 MSPS at full roll-out. The power consumption of the remote radio head is 1.56 W per RF port when running at a sample rate of 15.36 MSPS. The system allows for hardware-in-the-loop operation and real-time baseband signal processing with a round trip delay of 278 μs when processing 64 antennas and 8 simultaneous user streams for an 5GNR-like OFDMA system with 1024 sub-carriers and 50 resource blocks (600 used subcarriers) with a sample frequency of 15.36 MHz and a central signal processing clock of 184.32 MHz. The reciprocity calibration system runs completely internal to the system and doesn’t radiate signals for the calibration procedure. Furthermore the central single-FPGA signal processing architecture allows for simplified implementation of algorithms and maintenance of the system.
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- 2020
- Full Text
- View/download PDF
48. Achievable Rate of Multi-Cell Downlink Massive MIMO Systems with D2D Underly
- Author
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Laith Ibrahim, Ashraf Al-Rimawi, and Wessam Ajib
- Subjects
Computer science ,Gaussian ,MIMO ,020206 networking & telecommunications ,020302 automobile design & engineering ,02 engineering and technology ,Interference (wave propagation) ,Topology ,symbols.namesake ,Distribution (mathematics) ,0203 mechanical engineering ,Telecommunications link ,0202 electrical engineering, electronic engineering, information engineering ,symbols ,Zero-forcing precoding ,Computer Science::Information Theory ,Mimo systems - Abstract
In this paper, a new analytical framework model based on stochastic geometry for Device-To-Device (D2D) communication underlaying multi-cell massive Multi-Input-Multi-Output (MIMO) system is proposed. Assuming Maximum Ratio Transmission or Zero Forcing precoding scheme for cellular downlink transmission, the impact of RF mismatches and achievable rate of cellular user are analytically derived. The studied model assumes truncated Gaussian distribution to model RF mismatches, D2D interference, inter cell interference, and intra-cell interference. Accordingly, closed form expressions of lower-bound achievable data rate for cellular users is derived. Moreover, asymptotic performance analysis under the assumption of large number of antennas has been performed. Simulation results are found to coinside with the theoritical results and validated our model.
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- 2020
- Full Text
- View/download PDF
49. Downlink user selection for massive-MIMO-OFDM systems using ZF precoding
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Najoua Achoura and Ridha Bouallegue
- Subjects
Beamforming ,Base station ,Computer engineering ,Orthogonal frequency-division multiplexing ,business.industry ,Computer science ,Telecommunications link ,Zero-forcing precoding ,Wireless ,MIMO-OFDM ,business ,Precoding - Abstract
By the use of a large number of M antennas in the base station side, makes it possible to beamform different signals to different users, so the signals add up constructively at the desired user and destructively everywhere else, that is why massive Mimo-ODFM combing with beamforming is a promising technology for next generation wireless communication network (5G). Indeed, the performance of Massive MIMO systems is systematically dependent on users' selection method especially when the number of users is huge in the cell. In this paper, we focus on the performance of such a system in terms of max rate using zero forcing precoding method.
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- 2020
- Full Text
- View/download PDF
50. PCA-Aided Linear Precoding in Massive MIMO Systems with Imperfect CSI
- Author
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Van Khoi Dinh, Minh-Tuan Le, Chi Hieu Ta, and Vu-Duc Ngo
- Subjects
Technology ,Minimum mean square error ,Article Subject ,Computer Networks and Communications ,Computer science ,020206 networking & telecommunications ,TK5101-6720 ,02 engineering and technology ,Precoding ,Principal component analysis ,Telecommunication ,0202 electrical engineering, electronic engineering, information engineering ,Bit error rate ,Zero-forcing precoding ,020201 artificial intelligence & image processing ,Electrical and Electronic Engineering ,Algorithm ,Information Systems ,Block (data storage) ,Computer Science::Information Theory - Abstract
In this paper, a low-complexity linear precoding algorithm based on the principal component analysis technique in combination with the conventional linear precoders, called Principal Component Analysis Linear Precoder (PCA-LP), is proposed for massive MIMO systems. The proposed precoder consists of two components: the first one minimizes the interferences among neighboring users and the second one improves the system performance by utilizing the Principal Component Analysis (PCA) technique. Numerical and simulation results show that the proposed precoder has remarkably lower computational complexity than its low-complexity lattice reduction-aided regularized block diagonalization using zero forcing precoding (LC-RBD-LR-ZF) and lower computational complexity than the PCA-aided Minimum Mean Square Error combination with Block Diagonalization (PCA-MMSE-BD) counterparts while its bit error rate (BER) performance is comparable to those of the LC-RBD-LR-ZF and PCA-MMSE-BD ones.
- Published
- 2020
- Full Text
- View/download PDF
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