48 results on '"Lin, Xingqin"'
Search Results
2. Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges
- Author
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Vaezi, Mojtaba, Lin, Xingqin, Zhang, Hongliang, Saad, Walid, and Poor, H. Vincent
- Subjects
FOS: Computer and information sciences ,Artificial Intelligence (cs.AI) ,Computer Science - Artificial Intelligence ,Information Theory (cs.IT) ,Computer Science - Information Theory ,Information Retrieval (cs.IR) ,Computer Science - Information Retrieval - Abstract
Modern cellular networks are multi-cell and use universal frequency reuse to maximize spectral efficiency. This results in high inter-cell interference. This problem is growing as cellular networks become three-dimensional with the adoption of unmanned aerial vehicles (UAVs). This is because the strength and number of interference links rapidly increase due to the line-of-sight channels in UAV communications. Existing interference management solutions need each transmitter to know the channel information of interfering signals, rendering them impractical due to excessive signaling overhead. In this paper, we propose leveraging deep reinforcement learning for interference management to tackle this shortcoming. In particular, we show that interference can still be effectively mitigated even without knowing its channel information. We then discuss novel approaches to scale the algorithms with linear/sublinear complexity and decentralize them using multi-agent reinforcement learning. By harnessing interference, the proposed solutions enable the continued growth of civilian UAVs., 13 pages, 5 figures. Accepted for publication in the IEEE Communications Magazine
- Published
- 2023
3. Artificial Intelligence in 3GPP 5G-Advanced: A Survey
- Author
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Lin, Xingqin
- Subjects
Networking and Internet Architecture (cs.NI) ,FOS: Computer and information sciences ,Computer Science - Networking and Internet Architecture ,Artificial Intelligence (cs.AI) ,Computer Science - Artificial Intelligence - Abstract
Industries worldwide are being transformed by artificial intelligence (AI), and the telecom industry is no different. Standardization is critical for industry alignment to achieve widespread adoption of AI in telecom. The 3rd generation partnership project (3GPP) Release 18 is the first release of 5G-Advanced, which includes a diverse set of study and work items dedicated to AI. This article provides a holistic overview of the state of the art in the 3GPP work on AI in 5G-Advanced, by presenting the various 3GPP Release-18 activities on AI as an organic whole, explaining in detail the design aspects, and sharing various design rationales influencing standardization., 7 pages; 6 figures; submitted for publication
- Published
- 2023
4. 6G Digital Twin Networks: From Theory to Practice
- Author
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Lin, Xingqin, Kundu, Lopamudra, Dick, Chris, Obiodu, Emeka, and Mostak, Todd
- Subjects
Networking and Internet Architecture (cs.NI) ,FOS: Computer and information sciences ,Computer Science - Networking and Internet Architecture - Abstract
Digital twin networks (DTNs) are real-time replicas of physical networks. They are emerging as a powerful technology for design, diagnosis, simulation, what-if-analysis, and artificial intelligence (AI)/machine learning (ML) driven real-time optimization and control of the sixth-generation (6G) wireless networks. Despite the great potential of what digital twins can offer for 6G, realizing the desired capabilities of 6G DTNs requires tackling many design aspects including data, models, and interfaces. In this article, we provide an overview of 6G DTNs by presenting prominent use cases and their service requirements, describing a reference architecture, and discussing fundamental design aspects. We also present a real-world example to illustrate how DTNs can be built upon and operated in a real-time reference development platform - Omniverse., 7 pages, 5 figures, submitted for publication
- Published
- 2022
5. Isolation and characterization of RARE-1, a Ty1/copia-like retrotransposon domesticated in the genome of Rhizophora apiculata
- Author
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Lin, Xingqin, Peng, Feng, Huang, Jianhua, Zhang, Tianyuan, Shi, Suhua, and Tang, Tian
- Published
- 2013
- Full Text
- View/download PDF
6. Technology Trends for Massive MIMO towards 6G.
- Author
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Huo, Yiming, Lin, Xingqin, Di, Boya, Zhang, Hongliang, Hernando, Francisco Javier Lorca, Tan, Ahmet Serdar, Mumtaz, Shahid, Demir, Özlem Tuğfe, and Chen-Hu, Kun
- Subjects
- *
WIRELESS localization , *MIMO systems , *REMOTE sensing , *TERAHERTZ technology , *ARTIFICIAL intelligence , *5G networks , *SCALABILITY - Abstract
At the dawn of the next-generation wireless systems and networks, massive multiple-input multiple-output (MIMO) in combination with leading-edge technologies, methodologies, and architectures are poised to be a cornerstone technology. Capitalizing on its successful integration and scalability within 5G and beyond, massive MIMO has proven its merits and adaptability. Notably, a series of evolutionary advancements and revolutionary trends have begun to materialize in recent years, envisioned to redefine the landscape of future 6G wireless systems and networks. In particular, the capabilities and performance of future massive MIMO systems will be amplified through the incorporation of cutting-edge technologies, structures, and strategies. These include intelligent omni-surfaces (IOSs)/intelligent reflecting surfaces (IRSs), artificial intelligence (AI), Terahertz (THz) communications, and cell-free architectures. In addition, an array of diverse applications built on the foundation of massive MIMO will continue to proliferate and thrive. These encompass wireless localization and sensing, vehicular communications, non-terrestrial communications, remote sensing, and inter-planetary communications, among others. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
7. Physical layer enhancements in 5G‐NR for direct access via satellite systems.
- Author
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Cioni, Stefano, Lin, Xingqin, Chamaillard, Baptiste, El Jaafari, Mohamed, Charbit, Gilles, and Raschkowski, Leszek
- Subjects
WIRELESS Internet ,5G networks - Abstract
Summary: Among the several features and capabilities introduced by every new 3GPP release on 5G cellular systems, the latest Release 17 will be remembered as the first that specifies a set of enhancements and adaptations to support mobile broadband services via satellite direct access. Specifically focused on the necessary physical layer mechanism and procedure modifications, this paper will present in detail the 3GPP work about the inclusion of satellite systems in 5G networks. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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8. Transcriptomic response during phage infection of a marine cyanobacterium under phosphorus-limited conditions
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Lin, Xingqin, Ding, Huiming, and Zeng, Qinglu
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- 2016
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9. High-Altitude Platform Stations as International Mobile Telecommunications Base Stations: A Primer on HIBS.
- Author
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Euler, Sebastian, Lin, Xingqin, Tejedor, Erika, and Obregon, Evanny
- Abstract
Mobile communication via high-altitude platforms operating in the stratosphere is an idea that has been on the table for decades. In the past few years, however, with recent advances in technology and parallel progress in standardization and regulatory bodies like the 3rd Generation Partnership Project (3GPP) and International Telecommunications Union (ITU), these ideas have gained considerable momentum. In this article, we present a comprehensive overview of high-altitude platform stations (HAPS) as international mobile telecommunications (IMT) base stations (BS) (HIBS). We lay out possible use cases and summarize the current status of the development from a technological point of view as well as standardization in 3GPP and regarding spectrum aspects. We then present some system-level simulation results to shed light on the performance of HIBS. We conclude by pointing out several directions for future research. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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10. Internet of Things from Space: Transforming LTE Machine Type Communications for Non-terrestrial Networks
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Khan, Talha Ahmed, Lin, Xingqin, L��wenmark, Stefan Eriksson, Liberg, Olof, Euler, Sebastian, Sedin, Jonas, Yavuz, Emre A., Shokri-Razaghi, Hazhir, and M����tt��nen, Helka-Liina
- Subjects
FOS: Computer and information sciences ,Information Theory (cs.IT) ,Computer Science - Information Theory - Abstract
Satellite communication is experiencing a new dawn thanks to low earth orbit mega constellations being deployed at an unprecedented speed. Fueled by the renewed interest in non-terrestrial networks (NTN), the Third Generation Partnership Project (3GPP) is preparing 5G NR, NB-IoT and LTE-M for NTN operation. This article is focused on LTE-M and the essential adaptations needed for supporting satellite communication. Specifically, the major challenges facing LTE-M NTN at the physical and higher layers are discussed and potential solutions are outlined., 7 pages, 3 figures
- Published
- 2021
11. Distributed wireless information flow allocation in multiple access networks
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Lin, Xingqin and Lok, Tat Ming
- Published
- 2011
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12. A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support
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Chen, Yun, Lin, Xingqin, Khan, Talha Ahmed, and Mozaffari, Mohammad
- Subjects
FOS: Computer and information sciences ,Computer Science - Machine Learning ,Information Theory (cs.IT) ,Computer Science - Information Theory ,Machine Learning (cs.LG) - Abstract
The growing deployment of drones in a myriad of applications relies on seamless and reliable wireless connectivity for safe control and operation of drones. Cellular technology is a key enabler for providing essential wireless services to flying drones in the sky. Existing cellular networks targeting terrestrial usage can support the initial deployment of low-altitude drone users, but there are challenges such as mobility support. In this paper, we propose a novel handover framework for providing efficient mobility support and reliable wireless connectivity to drones served by a terrestrial cellular network. Using tools from deep reinforcement learning, we develop a deep Q-learning algorithm to dynamically optimize handover decisions to ensure robust connectivity for drone users. Simulation results show that the proposed framework significantly reduces the number of handovers at the expense of a small loss in signal strength relative to the baseline case where a drone always connect to a base station that provides the strongest received signal strength., Under review
- Published
- 2020
13. A Primer on Bandwidth Parts in 5G New Radio
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Lin, Xingqin, Yu, Dongsheng, and Wiemann, Henning
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Networking and Internet Architecture (cs.NI) ,FOS: Computer and information sciences ,Computer Science - Networking and Internet Architecture - Abstract
The fifth generation (5G) wireless access technology, known as New Radio (NR), features flexibility to support a variety of usage scenarios. One of the basic concepts in 5G NR is bandwidth part (BWP), which is, at a high level, a set of contiguous resource blocks configured inside a channel bandwidth. BWP spans across many 5G NR specifications developed by the 3rd Generation Partnership Project. Understanding how BWP operates is vital to understanding 5G NR. This article provides an overview of the essentials of BWP in the NR technical specifications. We describe fundamental BWP concepts, BWP configuration methods, and BWP switch mechanisms. We also discuss user equipment capabilities in terms of BWP support and share our thoughts on use cases of BWP for NR deployments., 7 pages, 3 figures, 2 tables
- Published
- 2020
14. Sky High 5G: New Radio for Air-to-Ground Communications
- Author
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Lin, Xingqin, Furusk��r, Anders, Liberg, Olof, and Euler, Sebastian
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Networking and Internet Architecture (cs.NI) ,Signal Processing (eess.SP) ,FOS: Computer and information sciences ,Computer Science - Networking and Internet Architecture ,FOS: Electrical engineering, electronic engineering, information engineering ,Electrical Engineering and Systems Science - Signal Processing - Abstract
Today, mobile operators are starting to deploy Fifth-Generation (5G) networks to expand the coverage ubiquity of broadband wireless service. In contrast, in-flight connectivity remains limited and its quality of service does not always meet the expectations. Embracing 5G New Radio (NR) in Air-to-Ground (A2G) communication systems can help narrow the gap between airborne and ground connectivity. In this article, we focus on 5G NR based direct A2G communications. We first provide an overview of the existing A2G systems which are based on earlier generations of mobile technologies. Then we confirm the feasibility of NR A2G systems with a performance study in a range of bands from below 7 GHz to millimeter wave frequencies. The results show that NR A2G systems can provide significantly improved data rates for in-flight connectivity. We also identify the major challenges associated with NR A2G communications, discuss enhancements to counteract the challenges, and point out fruitful avenues for future research., 7 pages, 5 figures
- Published
- 2020
15. Biochemical and structural characterization of the cyanophage‐encoded phosphate‐binding protein: implications for enhanced phosphate uptake of infected cyanobacteria.
- Author
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Zhao, Fangxin, Lin, Xingqin, Cai, Kun, Jiang, YongLiang, Ni, Tianchi, Chen, Yue, Feng, Jianrong, Dang, Shangyu, Zhou, Cong‐Zhao, and Zeng, Qinglu
- Subjects
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MEMBRANE proteins , *CYANOBACTERIA , *ATP-binding cassette transporters , *PHOSPHATES , *PROTEINS , *SYNECHOCOCCUS - Abstract
Summary: To acquire phosphorus, cyanobacteria use the typical bacterial ABC‐type phosphate transporter, which is composed of a periplasmic high‐affinity phosphate‐binding protein PstS and a channel formed by two transmembrane proteins PstC and PstA. A putative pstS gene was identified in the genomes of cyanophages that infect the unicellular marine cyanobacteria Prochlorococcus and Synechococcus. However, it has not been determined whether the cyanophage PstS protein is functional during infection to enhance the phosphate uptake rate of host cells. Here we showed that the cyanophage P‐SSM2 PstS protein was abundant in the infected Prochlorococcus NATL2A cells and the host phosphate uptake rate was enhanced after infection. This is consistent with our biochemical and structural analyses showing that the phage PstS protein is indeed a high‐affinity phosphate‐binding protein. We further modelled the complex structure of phage PstS with host PstCA and revealed three putative interfaces that may facilitate the formation of a chimeric ABC transporter. Our results provide insights into the molecular mechanism by which cyanophages enhance the phosphate uptake rate of cyanobacteria. Phosphate acquisition by infected bacteria can increase the phosphorus contents of released cellular debris and virus particles, which together constitute a significant proportion of the marine dissolved organic phosphorus pool. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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16. Cryptic niche differentiation of novel sediment ecotypes of Ruegeria pomeroyi correlates with nitrate respiration.
- Author
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Lin, Xingqin, McNichol, Jesse, Chu, Xiao, Qian, Yang, and Luo, Haiwei
- Subjects
- *
NITRATE reductase , *DENITRIFYING bacteria , *BACTERIAL evolution , *MARINE sediments , *MARINE bacteria , *COASTAL sediments - Abstract
Summary: Marine intertidal sediments fluctuate in redox conditions and nutrient availability, and they are also known as an important sink of nitrogen mainly through denitrification, yet how denitrifying bacteria adapt to this dynamic habitat remains largely untapped. Here, we investigated novel intertidal benthic ecotypes of the model pelagic marine bacterium Ruegeria pomeroyi DSS‐3 with a population genomic approach. While differing by only 1.3% at the 16S rRNA gene level, members of the intertidal benthic ecotypes are complete denitrifiers whereas the pelagic ecotype representative (DSS‐3) is a partial denitrifier lacking a nitrate reductase. The intertidal benthic ecotypes are further differentiated by using non‐homologous nitrate reductases and a different set of genes that allow alleviating oxidative stress and acquiring organic substrates. In the presence of nitrate, the two ecotypes showed contrasting growth patterns under initial oxygen concentrations at 1 vol% versus 7 vol% and supplemented with different carbon sources abundant in intertidal sediments. Collectively, this combination of evidence indicates that there are cryptic niches in coastal intertidal sediments that support divergent evolution of denitrifying bacteria. This knowledge will in turn help understand how these benthic environments operate to effectively remove nitrogen. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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17. On the Path to 6G: Embracing the Next Wave of Low Earth Orbit Satellite Access.
- Author
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Lin, Xingqin, Cioni, Stefano, Charbit, Gilles, Chuberre, Nicolas, Hellsten, Sven, and Boutillon, Jean-Francois
- Subjects
- *
LOW earth orbit satellites , *DIGITAL divide - Abstract
Offering space-based Internet services with mega-constellations of low Earth orbit (LEO) satellites is a promising solution to connecting the unconnected. It can complement the coverage of terrestrial networks to help bridge the digital divide. However, there are challenges from operational obstacles to technical hurdles facing the development of LEO satellite access. This article provides an overview of the state of the art in LEO satellite access, including the evolution of LEO satellite constellations and capabilities, critical technical challenges and solutions, standardization aspects from 5G evolution to 6G, and business considerations. We also identify several areas for future exploration to realize tight integration of LEO satellite access with terrestrial networks in 6G. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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18. Toward 6G with Connected Sky: UAVs and Beyond.
- Author
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Mozaffari, Mohammad, Lin, Xingqin, and Hayes, Stephen
- Subjects
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MACHINE learning , *5G networks , *DRONE aircraft - Abstract
The large-scale and ever-growing use of unmanned aerial vehicles (UAVs) in a wide range of applications is foreseen to be a major part of beyond 5G and 6G wireless networks in the next decade. The effective support of such massive deployment of UAVs requires offering reliable, secure, and cost-effective wireless connectivity. Cellular networks play essential roles in serving UAVs acting as flying user equipments. While the cellular networks provide promising connectivity solutions for UAVs, enabling robust UAV operations faces several challenges. In this article, an overview of key barriers and design considerations of widespread commercial use of flying UAVs are presented along with their potential solutions. In addition, we discuss how cellular networks can support UAVs by relying on their advanced features, network intelligence, key enabling technologies for beyond 5G and 6G, and exploiting new tools from machine learning. Finally, we shed light on offering wireless services to high altitudes and the integration of non-terrestrial networks with terrestrial networks toward limitless connectivity in 6G. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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19. Cryptic speciation of a pelagic Roseobacter population varying at a few thousand nucleotide sites.
- Author
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Wang, Xiaojun, Zhang, Yao, Ren, Minglei, Xia, Tingying, Chu, Xiao, Liu, Chang, Lin, Xingqin, Huang, Yongjie, Chen, Zhuoyu, Yan, Aixin, and Luo, Haiwei
- Abstract
A drop of seawater contains numerous microspatial niches at the scale relevant to microbial activities. Examples are abiotic niches such as detrital particles that show different sizes and organic contents, and biotic niches resulting from bacteria–phage and bacteria–phytoplankton interactions. A common practice to investigate the impact of microenvironments on bacterial evolution is to separate the microenvironments physically and compare the bacterial inhabitants from each. It remains poorly understood, however, which microenvironment primarily drives bacterioplankton evolution in the pelagic ocean. By applying a dilution cultivation approach to an undisturbed coastal water sample, we isolate a bacterial population affiliated with the globally dominant Roseobacter group. Although varying at just a few thousand nucleotide sites across the whole genomes, members of this clonal population are diverging into two genetically separated subspecies. Genes underlying speciation are not unique to subspecies but instead clustered at the shared regions that represent ~6% of the genomic DNA. They are primarily involved in vitamin synthesis, motility, oxidative defense, carbohydrate, and amino acid utilization, consistent with the known strategies that roseobacters take to interact with phytoplankton and particles. Physiological assays corroborate that one subspecies outcompetes the other in these traits. Our results indicate that the microenvironments in the pelagic ocean represented by phytoplankton and organic particles are likely important niches that drive the cryptic speciation of the Roseobacter population, though microhabitats contributed by other less abundant pelagic hosts cannot be ruled out. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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20. Optimal Relay Probing in Millimeter Wave Cellular Systems with Device-to-Device Relaying
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Wei, Ning, Lin, Xingqin, and Zhang, Zhongpei
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FOS: Computer and information sciences ,Emerging Technologies (cs.ET) ,Information Theory (cs.IT) ,Computer Science - Information Theory ,ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS ,Computer Science::Networking and Internet Architecture ,Computer Science - Emerging Technologies ,Computer Science::Information Theory - Abstract
Millimeter-wave (mmWave) cellular systems are power-limited and susceptible to blockages. As a result, mmWave connectivity will be likely to be intermittent. One promising approach to increasing mmWave connectivity and range is to use relays. Device-to-device (D2D) communications open the door to the vast opportunities of D2D and device-to-network relaying for mmWave cellular systems. In this correspondence, we study how to select a good relay for a given source-destination pair in a two-hop mmWave cellular system, where the mmWave links are subject to random Bernoulli blockages. In such a system, probing more relays could potentially lead to the discovery of a better relay but at the cost of more overhead. We find that the throughput-optimal relay probing strategy is a pure threshold policy: the system can stop relay probing once the achievable spectral efficiency of the currently probed two-hop link exceeds some threshold. In general, the spectral efficiency threshold can be obtained by solving a fixed point equation. For the special case with on/off mmWave links, we derive a closed-form solution for the threshold. Numerical results demonstrate that the threshold-based relay probing strategy can yield remarkable throughput gains., 13 pages, 3 figures, submitted to IEEE Transactions on Vehicular Technology
- Published
- 2015
21. Mobile Network-Connected Drones: Field Trials, Simulations, and Design Insights.
- Author
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Lin, Xingqin, Wiren, Richard, Euler, Sebastian, Sadam, Arvi, Maattanen, Helka-Liina, Muruganathan, Siva, Gao, Shiwei, Wang, Y.-P. Eric, Kauppi, Juhani, Zou, Zhenhua, and Yajnanarayana, Vijaya
- Abstract
Drones are increasingly used in a wide variety of industries and services and are delivering profound socioeconomic benefits. Technology needs to be in place to ensure the safe operation and management of this growing fleet of drones. In the past decades, mobile networks have connected tens of billions of devices on the ground and are now ready to connect drones flying in the sky. In this article, we share some of our findings concerning cellular connectivity for low-altitude drones. We first present and analyze field measurement data collected during drone flights in a commercial LTE network. We then present simulation results to shed light on the performance of a network when it is serving many drones simultaneously over a wide area. The results, analysis, and design insights presented here help enhance understanding of the applicability of and performance concerns related to providing mobile connectivity for lowaltitude drones. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
22. The Sky Is Not the Limit: LTE for Unmanned Aerial Vehicles.
- Author
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Lin, Xingqin, Yajnanarayana, Vijaya, Muruganathan, Siva D., Gao, Shiwei, Asplund, Henrik, Maattanen, Helka-Liina, Bergstrom, Mattias, Euler, Sebastian, and Wang, Y.-P. Eric
- Subjects
- *
LONG-Term Evolution (Telecommunications) , *DRONE aircraft , *RAY tracing , *WIRELESS communications , *TELECOMMUNICATION - Abstract
Many use cases of UAVs require beyond visual LOS communications. Mobile networks offer wide-area, high-speed, and secure wireless connectivity, which can enhance control and safety of UAV operations and enable beyond visual LOS use cases. In this article, we share some of our experience in LTE connectivity for low-altitude small UAVs. We first identify the typical airborne connectivity requirements and characteristics, highlight the different propagation conditions for UAVs and mobiles on the ground with measurement and ray tracing results, and present simulation results to shed light on the feasibility of providing LTE connectivity for UAVs. We also present several ideas on potential enhancements for improving LTE connectivity performance and identify fruitful avenues for future research. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
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23. Positioning for the Internet of Things: A 3GPP Perspective.
- Author
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Lin, Xingqin, Bergman, Johan, Gunnarsson, Fredrik, Liberg, Olof, Razavi, Sara Modarres, Razaghi, Hazhir Shokri, Rydn, Henrik, and Sui, Yutao
- Subjects
- *
INTERNET of things , *LONG-Term Evolution (Telecommunications) , *SMART cities , *WIRELESS localization , *TIME-of-arrival estimation , *WIRELESS communications - Abstract
Many use cases in the Internet of Things (IoT) will require or benefit from location information, making positioning a vital dimension of the IoT. The 3GPP has dedicated a significant effort during its Release 14 to enhance positioning support for its IoT technologies to further improve the 3GPPbased IoT eco-system. In this article, we identify the design challenges of positioning support in LTE-M and NB-IoT, and overview the 3GPP's work in enhancing the positioning support for LTE-M and NB-IoT. We focus on OTDOA, which is a downlink based positioning method. We provide an overview of the OTDOA architecture and protocols, summarize the designs of OTDOA positioning reference signals, and present simulation results to illustrate the positioning performance. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
- Full Text
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24. Overview of 3GPP Release 14 Enhanced NB-IoT.
- Author
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Hoglund, Andreas, Lin, Xingqin, Liberg, Olof, Behravan, Ali, Yavuz, Emre A., Van Der Zee, Martin, Sui, Yutao, Tirronen, Tuomas, Ratilainen, Antti, and Eriksson, David
- Subjects
- *
INTERNET of things , *3G networks , *LONG-Term Evolution (Telecommunications) , *BIT rate , *RADIO access networks - Abstract
In 3GPP LTE Release 13, Narrowband Internet of Things (NB-IoT) was standardized for providing wide-area connectivity for massive machine-type communications for IoT. In LTE Release 14, NB-IoT was further developed to deliver enhanced user experience in selected areas through the addition of features such as increased positioning accuracy, increased peak data rates, the introduction of a lower device power class, improved non-anchor carrier operation, multicast, and authorization of coverage enhancements. In this article, we provide an overview of these features introduced for NB-IoT in LTE Release 14. An analysis is given on the applicability of these features and their benefits to enhance the NB-IoT radio access technology. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
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25. A Primer on 3GPP Narrowband Internet of Things.
- Author
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Wang, Y.-P. Eric, Lin, Xingqin, Adhikary, Ansuman, Grovlen, Asbjorn, Sui, Yutao, Blankenship, Yufei, Bergman, Johan, and Razaghi, Hazhir S.
- Subjects
- *
INTERNET of things , *ORTHOGONAL frequency division multiplexing , *LONG-Term Evolution (Telecommunications) , *SYNCHRONIZATION , *RADIO access networks - Abstract
Narrowband Internet of Things (NB-IoT) is a new cellular technology introduced in 3GPP Release 13 for providing wide-area coverage for IoT. This article provides an overview of the air interface of NB-IoT. We describe how NB-IoT addresses key IoT requirements such as deployment flexibility, low device complexity, long battery lifetime, support of massive numbers of devices in a cell, and significant coverage extension beyond existing cellular technologies. We also share the various design rationales during the standardization of NB-IoT in Release 13 and point out several open areas for future evolution of NB-IoT. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
- Full Text
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26. Optimal Relay Probing in Millimeter-Wave Cellular Systems With Device-to-Device Relaying.
- Author
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Wei, Ning, Zhang, Zhongpei, and Lin, Xingqin
- Subjects
MILLIMETER wave communication systems ,OPTIMAL stopping (Mathematical statistics) ,CELL phone systems ,SPECTRUM analysis ,FIXED point theory - Abstract
Millimeter-wave (mmWave) cellular systems are power limited and susceptible to blockages. One promising approach to increasing mmWave connectivity and range is to use relays. Device-to-device (D2D) communications open the door to the vast opportunities of D2D relaying for mmWave cellular systems. In this paper, we study how to select a good relay for a given source–destination pair in a two-hop mmWave cellular system, where the mmWave links are subject to random Bernoulli blockages. In such a system, probing more relays could potentially lead to the discovery of a better relay but at the cost of more overhead. We find that the throughput-optimal relay probing strategy is a pure threshold policy: The system can stop relay probing once the achievable spectral efficiency of the currently probed two-hop link exceeds an optimized threshold. We further characterize the optimal spectral efficiency threshold via a fixed-point equation. [ABSTRACT FROM PUBLISHER]
- Published
- 2016
- Full Text
- View/download PDF
27. Spectral efficiency of massive MIMO systems with D2D underlay.
- Author
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Lin, Xingqin, Heath, Robert W., and Andrews, Jeffrey G.
- Published
- 2015
- Full Text
- View/download PDF
28. Dynamic Spectrum Leasing Under Uncertainty: Modeling, Analysis and Algorithms.
- Author
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Shen, Siduo, Lin, Xingqin, and Lok, Tat-Ming
- Subjects
- *
DYNAMIC spectrum access , *ALGORITHMS , *GAME theory , *STOCHASTIC approximation , *APPROXIMATION theory - Abstract
Dynamic spectrum leasing (DSL) is a promising method to improve the spectrum efficiency. A lot of work has been done about spectrum sharing issues with static models. In this paper, we want to study the behavior of the primary users (PUs) under uncertainty. For this objective, we propose a model with time-varying parameters. The model captures both technical and economic features. We study the long-term behavior of the PUs in the model with stochastic Cournot game theory and variational inequality theory. We show that the PUs can maximize their long-term utilities with a static supply of spectrum. In addition, we also propose two algorithms based on stochastic approximation theory. The convergence and performance of the algorithms are demonstrated theoretically and numerically. The proposed model and analytical framework can be used to study and predict the behaviors of PUs given a DSL system and provide design insights for the DSL system. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
29. Performance Analysis of Asynchronous Multicarrier Wireless Networks.
- Author
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Lin, Xingqin, Jiang, Libin, and Andrews, Jeffrey G.
- Subjects
- *
WIRELESS communications performance , *MULTI-carrier modulation , *ORTHOGONAL frequency division multiplexing , *PERFORMANCE evaluation , *ASYNCHRONOUS transfer mode , *SIGNAL-to-noise ratio , *SYNCHRONIZATION - Abstract
This paper develops a novel analytical framework for
asynchronous wireless networks deploying multicarrier transmission over flat-fading channels. Nodes in the network have different notions of timing; therefore, from the viewpoint of a typical receiver, the received signals from different transmitters are asynchronous, leading to a loss of orthogonality between subcarriers. We first develop a detailed link-level analysis based on OFDM, based on which we propose a tractable system-level signal-to-interference-plus-noise ratio (SINR) model for asynchronous OFDM networks. The proposed model is used to analytically characterize several important statistics in asynchronous networks with spatially distributed transmitters, including: (i) the number of decodable transmitters; (ii) the decoding probability of the nearest transmitter; and (iii) the system throughput. The system-level loss from lack of synchronization is quantified, and to mitigate the loss, we compare and discuss four possible solutions including extended cyclic prefix, advanced receiver timing, dynamic receiver timing positioning, and semi-static receiver timing positioning with multiple timing hypotheses. The model and results are general, and apply to ad hoc networks, cellular systems, and neighbor discovery in device-to-device (D2D) networks. [ABSTRACT FROM PUBLISHER]- Published
- 2015
- Full Text
- View/download PDF
30. The Interplay Between Massive MIMO and Underlaid D2D Networking.
- Author
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Lin, Xingqin, Heath, Robert W., and Andrews, Jeffrey G.
- Abstract
In a device-to-device (D2D) underlaid cellular network, the uplink spectrum is reused by the D2D transmissions, causing mutual interference with the ongoing cellular transmissions. Massive MIMO is appealing in such a context as the base station's (BS's) large antenna array can nearly null the D2D-to-BS interference. The multi-user transmission in massive MIMO, however, may lead to increased cellular-to-D2D interference. This paper studies the interplay between massive MIMO and underlaid D2D networking in a multi-cell setting. We investigate cellular and D2D spectral efficiencies under both perfect and imperfect channel state information (CSI) at the receivers that employ partial zero-forcing. Compared to the case without D2D, there is a loss in cellular spectral efficiency due to D2D underlay. With perfect CSI, the loss can be completely overcome if the number of canceled D2D interfering signals is scaled with the number of BS antennas at an arbitrarily slow rate. With imperfect CSI, in addition to pilot contamination, a new asymptotic effect termed
underlay contamination arises. In the non-asymptotic regime, simple analytical lower bounds are derived for both the cellular and D2D spectral efficiencies. [ABSTRACT FROM PUBLISHER]- Published
- 2015
- Full Text
- View/download PDF
31. Dynamic spectrum refarming of GSM spectrum for LTE small cells.
- Author
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Lin, Xingqin and Viswanathan, Harish
- Published
- 2013
- Full Text
- View/download PDF
32. Optimal spectrum partition and mode selection in device-to-device overlaid cellular networks.
- Author
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Lin, Xingqin and Andrews, Jeffrey G.
- Published
- 2013
- Full Text
- View/download PDF
33. A novel approach to supporting legacy devices in LTE networks.
- Author
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Lin, Xingqin and Viswanathan, Harish
- Published
- 2013
- Full Text
- View/download PDF
34. A general approach to SINR-based performance metrics with application to D2D and carrier aggregation.
- Author
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Lin, Xingqin and Andrews, Jeffrey G.
- Published
- 2013
- Full Text
- View/download PDF
35. Carrier aggregation in heterogeneous cellular networks.
- Author
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Lin, Xingqin, Andrews, Jeffrey G., Ratasuk, Rapeepat, Mondal, Bishwarup, and Ghosh, Amitava
- Published
- 2013
- Full Text
- View/download PDF
36. Fundamentals of mobility in cellular networks: Modeling and analysis.
- Author
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Lin, Xingqin, Ganti, Radha Krishna, Fleming, Philip J., and Andrews, Jeffrey G.
- Abstract
Mobility modeling and analysis is a key issue in wireless networks. In this paper we propose a new and quite general random waypoint (RWP) mobility model which is valid over the entire plane. We derive key properties of the proposed mobility model including transition length, transition time and spatial node distribution. Then the RWP mobility model is applied to study the handover rate in cellular networks under both deterministic (hexagonal) and random (Poisson) base station (BS) models. Closed form expressions for handover rate can be obtained. These results show the expected property that the handover rate is proportional to the square root of base station density. Also, we find that Poisson-Voronoi model for BS coverage areas is about as accurate in terms of mobility (particularly handover) evaluation as the ubiquitous hexagonal model. [ABSTRACT FROM PUBLISHER]
- Published
- 2012
- Full Text
- View/download PDF
37. Performance analysis of cooperative relaying in interference-limited networks.
- Author
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Lin, Xingqin, Su, Han-song, and Chen, Cai-lian
- Published
- 2010
- Full Text
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38. Spectrum Sharing for Device-to-Device Communication in Cellular Networks.
- Author
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Lin, Xingqin, Andrews, Jeffrey G., and Ghosh, Amitava
- Abstract
This paper addresses two fundamental and interrelated issues in device-to-device (D2D) enhanced cellular networks. The first issue is how D2D users should access spectrum, and we consider two choices: overlay (orthogonal spectrum between D2D and cellular UEs) and underlay (non-orthogonal). The second issue is how D2D users should choose between communicating directly or via the base station, a choice that depends on distance between the potential D2D transmitter and receiver. We propose a tractable hybrid network model where the positions of mobiles are modeled by random spatial Poisson point process, with which we present a general analytical approach that allows a unified performance evaluation for these questions. Then, we derive analytical rate expressions and apply them to optimize the two D2D spectrum sharing scenarios under a weighted proportional fair utility function. We find that as the proportion of potential D2D mobiles increases, the optimal spectrum partition in the overlay is almost invariant (when D2D mode selection threshold is large) while the optimal spectrum access factor in the underlay decreases. Further, from a coverage perspective, we reveal a tradeoff between the spectrum access factor and the D2D mode selection threshold in the underlay: as more D2D links are allowed (due to a more relaxed mode selection threshold), the network should actually make less spectrum available to them to limit their interference. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
39. Modeling, Analysis, and Optimization of Multicast Device-to-Device Transmissions.
- Author
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Lin, Xingqin, Ratasuk, Rapeepat, Ghosh, Amitabha, and Andrews, Jeffrey G.
- Abstract
Multicast device-to-device (D2D) transmission is important for applications like local file transfer in commercial networks and is also a required feature in public safety networks. In this paper we propose a tractable baseline multicast D2D model, and use it to analyze important multicast metrics like the coverage probability, mean number of covered receivers and throughput. In addition, we examine how the multicast performance would be affected by certain factors like dynamics (due to e.g., mobility) and network assistance. Take the mean number of covered receivers as an example. We find that simple repetitive transmissions help but the gain quickly diminishes as the number of repetitions increases. Meanwhile, dynamics and network assistance (i.e., allowing the network to relay the multicast signals) can help cover more receivers. We also explore how to optimize multicasting, e.g. by choosing the optimal multicast rate and the optimal number of retransmission times. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
40. An overview of 3GPP device-to-device proximity services.
- Author
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Lin, Xingqin, Andrews, Jeffrey, Ghosh, Amitabha, and Ratasuk, Rapeepat
- Subjects
- *
LONG-Term Evolution (Telecommunications) , *CELL phone system standards , *4G networks , *WIRELESS communications , *MOBILE communication systems - Abstract
Device-to-device communication is likely to be added to LTE in 3GPP Release 12. In principle, exploiting direct communication between nearby mobile devices will improve spectrum utilization, overall throughput, and energy consumption, while enabling new peer-to-peer and location-based applications and services. D2D-enabled LTE devices can also become competitive for fallback public safety networks, which must function when cellular networks are not available or fail. Introducing D2D poses many challenges and risks to the long-standing cellular architecture, which is centered around the base station. We provide an overview of D2D standardization activities in 3GPP, identify outstanding technical challenges, draw lessons from initial evaluation studies, and summarize "best practices" in the design of a D2D-enabled air interface for LTE-based cellular networks [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
41. An overview of load balancing in hetnets: old myths and open problems.
- Author
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Andrews, Jeffrey, Singh, Sarabjot, Ye, Qiaoyang, Lin, Xingqin, and Dhillon, Harpreet
- Abstract
Matching the demand for resources (?load?) with the supply of resources (?capacity?) is a basic problem occurring across many fields of engineering, logistics, and economics, and has been considered extensively in both the Internet and wireless networks. The ongoing evolution of cellular communication networks into dense, organic, and irregular heterogeneous networks (HetNets) has elevated load awareness to a central problem, and introduces many new subtleties. This article explains how several long-standing assumptions about cellular networks need to be rethought in the context of a load-balanced HetNet: we highlight these as three deeply entrenched myths that we then dispel. We survey and compare the primary technical approaches to HetNet load balancing: (centralized) optimization, game theory, Markov decision processes, and the newly popular cell range expansion (a.k.a. biasing), and draw design lessons for OFDMA-based cellular systems. We also identify several open areas for future exploration. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
42. Dynamic Spectrum Refarming with Overlay for Legacy Devices.
- Author
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Lin, Xingqin and Viswanathan, Harish
- Abstract
The explosive growth in data traffic is resulting in a spectrum crunch forcing many wireless network operators to look towards refarming their 2G spectrum and deploy more spectrally efficient Long Term Evolution (LTE) technology. However, mobile network operators face a challenge when it comes to spectrum refarming because 2G technologies such as Global System for Mobile (GSM) is still widely used for low bandwidth machine-to-machine (M2M) devices. M2M devices typically have long life cycles, e.g. smart meters, and it is expensive to migrate these devices to newer technology since a truck roll will typically be required to the site where a device is deployed. Furthermore, with cost of 2G modules several times less than that of LTE, even newly deployed M2M devices tend to adopt 2G technology. Nevertheless, operators are keen to either force their 2G M2M customers to migrate so that they can refarm the spectrum or set aside a portion of the 2G spectrum for continuing operating 2G and only refarm the rest for LTE. In this paper we propose a novel solution to provide GSM connectivity within an LTE carrier through an efficient overlay by reserving a few physical resource blocks for GSM. With this approach, operators can refarm their 2G spectrum to LTE efficiently while still providing some GSM connectivity to their low data rate M2M customers. Furthermore, spectrum can be dynamically shared between LTE and GSM. An approach similar to that proposed in this paper can also be applied for other narrow band technology overlays over LTE. [ABSTRACT FROM PUBLISHER]
- Published
- 2013
- Full Text
- View/download PDF
43. Modeling, Analysis and Design for Carrier Aggregation in Heterogeneous Cellular Networks.
- Author
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Lin, Xingqin, Andrews, Jeffrey G., and Ghosh, Amitabha
- Subjects
- *
TELECOMMUNICATION systems , *MULTIFREQUENCY antennas , *SPECTRUM analysis , *DEPLOYMENT (Military strategy) , *BANDWIDTH allocation , *SIGNAL-to-noise ratio - Abstract
Carrier aggregation (CA) and small cells are two distinct features of next-generation cellular networks. Cellular networks with different types of small cells are often referred to as HetNets. In this paper, we introduce a load-aware model for CA-enabled multi-band HetNets. Under this model, the impact of biasing can be more appropriately characterized; for example, it is observed that with large enough biasing, the spectral efficiency of small cells may increase while its counterpart in a fully-loaded model always decreases. Further, our analysis reveals that the peak data rate does not depend on the base station density and transmit powers; this strongly motivates other approaches e.g. CA to increase the peak data rate. Last but not least, different band deployment configurations are studied and compared. We find that with large enough small cell density, spatial reuse with small cells outperforms adding more spectrum for increasing user rate. More generally, universal cochannel deployment typically yields the largest rate; and thus a capacity loss exists in orthogonal deployment. This performance gap can be reduced by appropriately tuning the HetNet coverage distribution (e.g. by optimizing biasing factors). [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
44. Towards Understanding the Fundamentals of Mobility in Cellular Networks.
- Author
-
Lin, Xingqin, Ganti, Radha Krishna, Fleming, Philip J., and Andrews, Jeffrey G.
- Abstract
Despite the central role of mobility in wireless networks, analytical study on its impact on network performance is notoriously difficult. This paper aims to address this gap by proposing a random waypoint (RWP) mobility model defined on the entire plane and applying it to analyze two key cellular network parameters: handover rate and sojourn time. We first analyze the stochastic properties of the proposed model and compare it to two other models: the classical RWP mobility model and a synthetic truncated Levy walk model which is constructed from real mobility trajectories. The comparison shows that the proposed RWP mobility model is more appropriate for the mobility simulation in emerging cellular networks, which have ever-smaller cells. Then we apply the proposed model to cellular networks under both deterministic (hexagonal) and random (Poisson) base station (BS) models. We present analytic expressions for both handover rate and sojourn time, which have the expected property that the handover rate is proportional to the square root of BS density. Compared to an actual BS distribution, we find that the Poisson-Voronoi model is about as accurate in terms of mobility evaluation as hexagonal model, though being more pessimistic in that it predicts a higher handover rate and lower sojourn time. [ABSTRACT FROM PUBLISHER]
- Published
- 2013
- Full Text
- View/download PDF
45. Distributed Power Control for One-to-Many Transmissions in Gaussian Interference Channels.
- Author
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Lin, Xingqin and Lok, Tat M.
- Subjects
- *
TRANSMITTERS (Communication) , *RADIO lines , *ELECTRIC interference , *GAUSSIAN channels , *WIRELESS communications , *NASH equilibrium , *SILICON , *CONTROL theory (Engineering) - Abstract
In this paper, we extend the distributed power control problem for one-to-one transmissions in Gaussian interference channels to one-to-many transmission scenarios. We assume a user-centric wireless network where the end users play the roles of decision makers. We formulate the power control problem as a noncooperative game. New challenges arise due to the coupling issues among power strategy spaces of distributed end users, which make standard Nash equilibrium based noncooperative game approach inapplicable. Indeed, our problem turns out to be a generalized Nash equilibrium problem (GNEP). Resorting to variational inequality theory, we show several fundamental properties of the GNEP. Then we propose a penalty-based distributed algorithm IP^2JA, which possesses favorable properties for practical implementation. Numerical results are provided to verify our arguments and proposed algorithm. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
46. Guest Editorial: Aerial Communications.
- Author
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Zeng, Yong and Lin, Xingqin
- Subjects
- *
ELEVATING platforms , *EVERYDAY life - Abstract
Over the past few years, unmanned aerial vehicles (UAVs) and other aerial platforms have become central to several aspects of business and daily life. From remote delivery to acquiring landscape information to providing connectivity in emergency scenarios, drone features are proving to be highly beneficial in places where humans cannot reach or are unable to perform in a timely, efficient, or secure manner, thus paving the way for several disruptive new applications. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
47. Small RNA transcriptomes of mangroves evolve adaptively in extreme environments.
- Author
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Wen, Ming, Lin, Xingqin, Xie, Munan, Wang, Yushuai, Shen, Xu, Liufu, Zhongqi, Wu, Chung-I, Shi, Suhua, and Tang, Tian
- Published
- 2016
- Full Text
- View/download PDF
48. Viral Lysis Alters the Optical Properties and Biological Availability of Dissolved Organic Matter Derived from Prochlorococcus Picocyanobacteria.
- Author
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Xiao X, Guo W, Li X, Wang C, Chen X, Lin X, Weinbauer MG, Zeng Q, Jiao N, and Zhang R
- Subjects
- Microbiota, Optical Phenomena, Seawater microbiology, Bacteriophages physiology, Phytoplankton metabolism, Phytoplankton virology, Prochlorococcus metabolism, Prochlorococcus virology
- Abstract
Phytoplankton contribute almost half of the world's total primary production. The exudates and viral lysates of phytoplankton are two important forms of dissolved organic matter (DOM) in aquatic environments and fuel heterotrophic prokaryotic metabolism. However, the effect of viral infection on the composition and biological availability of phytoplankton-released DOM is poorly understood. Here, we investigated the optical characteristics and microbial utilization of the exudates and viral lysates of the ecologically important unicellular picophytoplankton Prochlorococcus Our results showed that Prochlorococcus DOM produced by viral lysis (Pro-vDOM) with phages of three different morphotypes (myovirus P-HM2, siphovirus P-HS2, and podovirus P-SSP7) had higher humic-like fluorescence intensities, lower absorption coefficients, and higher spectral slopes than DOM exuded by Prochlorococcus (Pro-exudate). The results indicate that viral infection altered the composition of Prochlorococcus -derived DOM and might contribute to the pool of oceanic humic-like DOM. Incubation with Pro-vDOM resulted in a greater dissolved organic carbon (DOC) degradation rate and lower absorption spectral slope and heterotrophic bacterial growth rate than incubation with Pro-exudate, suggesting that Pro-vDOM was more bioavailable than Pro-exudate. In addition, the stimulated microbial community succession trajectories were significantly different between the Pro-exudate and Pro-vDOM treatments, indicating that viral lysates play an important role in shaping the heterotrophic bacterial community. Our study demonstrated that viral lysis altered the chemical composition and biological availability of DOM derived from Prochlorococcus , which is the numerically dominant phytoplankton in the oligotrophic ocean. IMPORTANCE The unicellular picocyanobacterium Prochlorococcus is the numerically dominant phytoplankton in the oligotrophic ocean, contributing to the vast majority of marine primary production. Prochlorococcus releases a significant fraction of fixed organic matter into the surrounding environment and supports a vital portion of heterotrophic bacterial activity. Viral lysis is an important biomass loss process of Prochlorococcus However, little is known about whether and how viral lysis affects Prochlorococcus -released dissolved organic matter (DOM). Our paper shows that viral infection alters the optical properties (such as the absorption coefficients, spectral slopes, and fluorescence intensities) of released DOM and might contribute to a humic-like DOM pool and carbon sequestration in the ocean. Meanwhile, viral lysis also releases various intracellular labile DOM, including amino acids, protein-like DOM, and lower-molecular-weight DOM, increases the bioavailability of DOM, and shapes the successive trajectory of the heterotrophic bacterial community. Our study highlights the importance of viruses in impacting the DOM quality in the ocean., (Copyright © 2021 American Society for Microbiology.)
- Published
- 2021
- Full Text
- View/download PDF
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