2,427 results on '"Hartley transform"'
Search Results
2. Optical fragile watermarking based on single-pixel ptychography and variational image decomposition
- Author
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Su, Yonggang, Zhang, Haoran, Zhao, Qinyu, and Xu, Wenjun
- Published
- 2024
- Full Text
- View/download PDF
3. HartleyMHA: Self-attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation
- Author
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Wong, Ken C. L., Wang, Hongzhi, Syeda-Mahmood, Tanveer, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Greenspan, Hayit, editor, Madabhushi, Anant, editor, Mousavi, Parvin, editor, Salcudean, Septimiu, editor, Duncan, James, editor, Syeda-Mahmood, Tanveer, editor, and Taylor, Russell, editor
- Published
- 2023
- Full Text
- View/download PDF
4. A Frequency Learning Approach Based on the Hartley Transform for Texture Classification
- Author
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Canto, Natalia Gil, Stuchi, José Augusto, Boccato, Levy, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Xavier-Junior, João Carlos, editor, and Rios, Ricardo Araújo, editor
- Published
- 2022
- Full Text
- View/download PDF
5. Fractional Hartley Transform and its Inverse.
- Author
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Gaikwad, Vasant
- Subjects
HARTLEY transforms ,IMAGE encryption ,FOURIER transforms - Abstract
Copyright of Baghdad Science Journal is the property of Republic of Iraq Ministry of Higher Education & Scientific Research (MOHESR) and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
6. 自适应控制中的 Hartley 块算法及实验.
- Author
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柴凯, 刘树勇, 高伟鹏, and 朱石坚
- Abstract
Copyright of Journal of National University of Defense Technology / Guofang Keji Daxue Xuebao is the property of NUDT Press and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
- Full Text
- View/download PDF
7. ON SOLVABILITY OF BARBASHIN'S TYPE EQUATION AND INITIAL VALUE PROBLEM VIA THE STRUCTURE OF GENERALIZED CONVOLUTIONS.
- Author
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Trinh Tuan
- Subjects
EQUATIONS ,VOLTERRA equations ,HARTLEY transforms ,COSINE transforms ,INITIAL value problems - Abstract
The purpose of this article is to study the solvability of Barbashin-type integro-differential equation and initial value problem via the structure of well-known generalized convolutions. We give necessary and sufficient conditions for the unique explicit solution of this class of equations and estimate its boundedness in certain weighted L
1 spaces. The illustrative examples of the obtained results are also considered. [ABSTRACT FROM AUTHOR]- Published
- 2023
8. SOME PROPERTIES OF FRACTIONAL HARTLEY TRANSFORM.
- Author
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Nikam, Swati, Reddy, B. Surendranath, and Gaikwad, Vasant
- Subjects
HARTLEY transforms ,FOURIER transforms - Abstract
This paper is motivated by the ideas of fractional Fourier transform and Hartley transform. Looking towards the practicality and demanding attention of fractional Hartley transform we take keen interest into it. In this paper, we deal with inverse theorem of FRHT and some important properties of fractional Hartley transform like exponential rule, multiplication rule, transform of derivative and derivative of transform, which play a very crucial role in the development of fractional Hartley transform. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
9. Secure Opto-Audio Cryptosystem Using XORing Mask and Hartley Transform
- Author
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Osama S. Faragallah and Hala S. El-Sayed
- Subjects
Optical encryption ,DRPE ,hartley transform ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
This research paper proposes a secure opto-audio cryptosystem using XORing mask and Hartley transform (HT). The digital one dimensional (1D) plainaudio data is converted into two dimensional plainaudio map (2D PAM) and after that, the 2D PAM is divided into 2D plainaudio blocks (2D PABs). The basic idea of the proposed opto-audio encryption system depends on XORing each block of the 2D PABs with a single image selected from a personal image database that can be viewed as a secret key in the proposed opto-audio cryptosystem. Each block of the mixed 2D PABs is then transposed using the chaotic logistic adjusted sine map (LASM) and optically encrypted with HT. The XOR and LASM are implemented digitally while HT implemented optically. An additional XORing mask step helps to remove residual intelligibility from the 2D PABs, fill in speechless gaps in spoken conversations, and destroy both the pitch and format details. The utilization of chaotic LASM allows efficient noise immunity. A comparative study is held between the proposed opto-audio encryption system and other related audio encryption systems in terms the standard well known encryption metrics. The results have confirmed the efficiency of the introduced opto-audio encryption system. The proposed opto-audio encryption system security is explored from an accurate encryption point of view, and tests confirmed the superiority of the proposed opto-audio encryption system from the encryption point of view.
- Published
- 2021
- Full Text
- View/download PDF
10. METHOD OF REFERENCE SIGNALS CREATING IN NON-DESTRUCTIVE TESTING BASED ON LOW-SPEED IMPACT.
- Author
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Eremenko, V. S., Babak, V. P., and Zaporozhets, A. O.
- Subjects
DISCRETE cosine transforms ,HARTLEY transforms ,ORTHOGONAL functions ,ULTRASONIC testing ,INFORMATION modeling ,NONDESTRUCTIVE testing ,PARTICLE size determination - Abstract
The article describes the approach to the formation of a simulation model of information signals, which are typical for objects with different types of defects. The dispersive analysis of the signal spectrum components in the bases of the discrete Hartley transform and the discrete cosine transform is carried out. The analysis of the form of the reconstructed information signal is carried out depending on the number of coefficients of the spectral alignment in Hartley bases and cosine functions. The basis of orthogonal functions of a discrete argument is obtained, which can be used for the spectral transformation of information signals of a flaw detector. A method of simulation of information signals has been developed and experimentally investigated, which allows taking into account the deterministic and random components of the characteristics of real information signals. References 24, figures 13, tables 3. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
11. Playing technique classification for bowed string instruments from raw audio.
- Author
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Kruger, A. B. and Jacobs, J. P.
- Subjects
- *
BOWED stringed instruments , *HARTLEY transforms , *SUPPORT vector machines , *DOUBLE bass , *INFORMATION retrieval - Abstract
Music instrument playing technique classification based on raw audio is a relatively unexplored area of music information retrieval research. This study systematically investigates the use of traditional audio features augmented by features based on the Hartley transform, used as input to a multiclass support vector machine (SVM) classifier, to identify up to 11 different playing techniques performed on each of the violin, viola, cello, and contrabass. Furthermore, 36- and 44-class joint instrument and playing technique classifiers were developed that achieved macro-average F-measures exceeding 0.88. Our approach expands and improves on the state-of-the-art study, which implemented sparse-coded magnitude and phase-derived spectral features. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
12. Faster image super-resolution by improved frequency-domain neural networks.
- Author
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Xue, Shengke, Qiu, Wenyuan, Liu, Fan, and Jin, Xinyu
- Abstract
Recently, most deep learning-based studies have focused on elaborately developing various types of neural networks in the spatial domain to tackle super-resolution. These methods usually have numerous parameters and require a huge amount of memory and time to train their networks. A frequency-domain neural network for super-resolution (FNNSR) has been presented. It designs a primitive neural network that can be trained using back propagation in the frequency domain. In this paper, we propose an improved FNNSR. In our method, the parameters of four quadrants in the compact weighting layer are shared. This substantially reduces the number of parameters in this layer. We use multiple convolutional layers with activations instead of a single convolution operator in FNNSR, so that the underlying features in transformed images can be learned. The Hartley transform is computed directly rather than through the Fourier transform. We design a new weighted Euclidean loss, which pays more attention to reconstructing the high-frequency part that is difficult to recover. Extensive experiments show that our method runs faster and requires fewer parameters than FNNSR. Though our method is not better than state-of-the-art methods in terms of quantitative performance, it still reveals encouraging results. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
13. مطابقة البصمات بالاعتماد على تحويل هارتلي ثنائي البعد المتقطع
- Author
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رقية خالد رضوان and محمد محمود عامر
- Abstract
Copyright of Journal of Natural Sciences, Life & Applied Sciences is the property of Arab Journal of Sciences & Research Publishing (AJSRP) and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2019
- Full Text
- View/download PDF
14. Dual-Root Lattice Discretization of Weyl Orbit Functions.
- Author
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Hrivnák, Jiří and Motlochová, Lenka
- Abstract
Four types of discrete transforms of Weyl orbit functions on finite point sets are developed. The point sets are formed by intersections of dual-root lattices with fundamental domains of affine Weyl groups. The finite sets of weights, labelling the orbit functions, obey symmetries of the dual extended affine Weyl groups. Fundamental domains of the dual extended affine Weyl groups are detailed in full generality. Identical cardinality of the point and weight sets is proved and explicit counting formulas for these cardinalities are derived. Discrete orthogonality of complex-valued Weyl and real-valued Hartley orbit functions over the point sets is established and the corresponding discrete Fourier–Weyl and Hartley–Weyl transforms are formulated. The unitary transform matrices of the discrete transforms are exemplified. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
15. METHOD OF REFERENCE SIGNALS CREATING IN NON-DESTRUCTIVE TESTING BASED ON LOW-SPEED IMPACT
- Author
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В.С. Еременко, В.П. Бабак, and А.О. Запорожець
- Subjects
diagnostic ,non-destructive testing ,information signal ,composite material ,hartley transform ,dispersion analysis ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
The article describes the approach to the formation of a simulation model of information signals, which are typical for objects with different types of defects. The dispersive analysis of the signal spectrum components in the bases of the discrete Hartley transform and the discrete cosine transform is carried out. The analysis of the form of the reconstructed information signal is carried out depending on the number of coefficients of the spectral alignment in Hartley bases and cosine functions. The basis of orthogonal functions of a discrete argument is obtained, which can be used for the spectral transformation of information signals of a flaw detector. A method of simulation of information signals has been developed and experimentally investigated, which allows taking into account the deterministic and random components of the characteristics of real information signals. References 24, figures 13, tables 3.
- Published
- 2021
- Full Text
- View/download PDF
16. Energy-Efficient Coexistence of LiFi Users and Light Enabled IoT Devices
- Author
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Rizwana Ahmad, Dil Nashin Anwar, and Anand Srivastava
- Subjects
SIMPLE (military communications protocol) ,Computer Networks and Communications ,Renewable Energy, Sustainability and the Environment ,Computer science ,Distributed computing ,Throughput ,Subcarrier ,symbols.namesake ,Null (SQL) ,Modulation ,Wavelength-division multiplexing ,Hartley transform ,symbols ,Efficient energy use - Abstract
Owing to power limitations and hardware constraints of the internet of things (IoT) device, it requires simple, low power, low complex, energy-efficient communication technology. In contrast, LiFi users require high data rates and reliable connectivity. Motivated by the diverse requirements of these heterogeneous users, this paper proposes novel green communication schemes that can be used for the coexistence of LiFi users and light communication (LC) enabled IoT devices under a common LiFi access point. The proposed coexistence schemes utilize the amalgamation of wavelength division multiplexing, OFDMA, Hartley transform based DCO-OFDM (DCO-OFDMH), null DC element, interleaved subcarrier mapping, modified data sequence to achieve concurrent interference-free, low complex and reliable communication. Additionally, as the multiple access (MA) techniques affect the choice of modulation techniques and overall performance in the system. Therefore, this paper includes an analytical delay and throughput framework to corroborate the decision of an appropriate combination of MA and modulation techniques in the coexistence scheme. This paper presents a comprehensive analysis of the proposed coexistence schemes against conventional DCO-OFDMH coexistence schemes based on various performance metrics. The results suggest that the proposed DL and UL coexistence schemes reduce the complexity and increase the energy efficiency at the user’s and device’s terminals.
- Published
- 2022
17. Two Dimensional Short Time Hartley Transforms
- Author
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Narasimman Sundararajan, Alaeddin Ebrahimi, and Nannappa Vasudha
- Subjects
Fourier transform ,Hartley transform ,Wavelet transform ,Time ,Frequency and Window. ,Science (General) ,Q1-390 - Abstract
The Hartley transform, as in the case of the Fourier transform, is not suitably applicable to non-stationary representations of signals whose statistical properties change as a function of time. Hence, different versions of 2-D short time Hartley transforms (STHT) are given in comparison with the short time Fourier transform (STFT). Although the two different versions of STHT defined here with their inverses are equally applicable, one of them is mathematically incorrect/incompatible due to the incorrect definition of the 2-D Hartley transform in literature. These definitions of STHTs can easily be extended to multi-dimensions. Computations of the STFT and the two versions of STHTs are illustrated based on 32 channels (traces) of synthetic seismic data consisting of 256 samples in each trace. Salient features of STHTs are incorporated.
- Published
- 2016
- Full Text
- View/download PDF
18. The Design of Harmonic Simulator based on Hartley Transform.
- Author
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Vatansever, Fahri and Yalcin, Nedim Aktan
- Subjects
- *
HARTLEY transforms , *HARMONIC analysis (Mathematics) , *NONLINEAR analysis , *EVOLUTIONARY algorithms , *FOURIER transforms - Abstract
Increase in the number of nonlinear loads and devices in energy and power systems have raised harmonic distortion on voltage and current signals. Harmonics are one of the primary factors in determining power quality. Therefore, measurement and control of harmonics are crucial. Many methods have developed for harmonic analysis. In this study, a simulator which uses Hartley transform for determining harmonics is designed. Harmonic distributions and parameters of loaded/defined signals can be calculated accurately and effectively and obtained results can be displayed numerically and graphically with developed systems which have user friendly interface. [ABSTRACT FROM AUTHOR]
- Published
- 2018
19. Color Image Encryption Using Pixel Scrambling Operator and Reality-Preserving MPFRHT.
- Author
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Kang, Xuejing and Tao, Ran
- Subjects
- *
IMAGE encryption , *PIXELS , *HARTLEY transforms , *IMAGE color analysis , *COLORS - Abstract
To ensure the confidentiality of color images during their storage or transmission on insecure networks, a number of encryption methods based on fractional transforms have been proposed and widely investigated. However, most of their outputs are complex values that are inconvenient for record and transmission. Also, those methods always deal with a whole color component with the same fractional-order and ignore the textural features that are contained in different image parts. In this paper, we first define a reality-preserving multiple-parameter fractional Hartley transform (RPMPFRHT), whose output is real value, and then a novel color image encryption method is proposed that divides the RGB components into different blocks and uses a constructed pixel scrambling operator to mix and hide the original color information. The outputs are transformed to different RPMPFRHT domains and further scrambled by a non-adjacent coupled map lattices system. Numerical simulations are performed to demonstrate that the proposed encryption algorithm is feasible, secure, sensitive to keys, and robust to potential attacks. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
20. Discrete Orthogonal Multi-transform on Chip (DOMoC).
- Author
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M, Mohamed Asan Basiri and Sk, Noor Mahammad
- Abstract
The modern real time applications such as orthogonal frequency division multiplexing, data/image/video compression, speech processing, and etc., demand high performance discrete orthogonal transform designs with lesser area/power and delay. This paper proposes two kinds of architectures to perform multiple N-point 1D-discrete orthogonal transforms on single chip. They are FFT parallel architecture based and matrix-vector multiplier based. The proposed architectures have the feasibility to perform N or N 2 or N 4 or N 8 -point discrete forward/reverse orthogonal transforms, where FFT, discrete Cosine, Sine, Haar, Hartley, Slant, and Walsh-Hadamard transforms are considered. The novelty with proposed architectures is the provision of multiple transforms using the single hardware. The frequency of the proposed 16-point FFT parallel architecture based and matrix-vector multiplier based 1D-discrete orthogonal transform architectures are 110.9 MHz and 26.65 MHz using 45 nm technology respectively. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
21. Convolution theorems associated with some integral operators and convolutions.
- Author
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Al‐Omari, Shrideh K. Q. and Baleanu, Dumitru
- Subjects
- *
MATHEMATICAL convolutions , *MATHEMATICS theorems , *FINITE element method , *HARTLEY transforms , *FOURIER transforms - Abstract
In this article, various convolution theorems involving certain weight functions and convolution products are derived. The convolution theorems we obtain are more general, convenient, and efficient than the complicated convolution theorem of the Hartley transform. Further results involving new variants of generalizations of Fourier and Hartley transforms are also discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
22. Spectrally Augmented Hartley Transform Precoded Asymmetrically Clipped Optical OFDM for VLC.
- Author
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Azim, Ali W., Le Guennec, Yannis, and Maury, Ghislaine
- Abstract
In this letter, layered discrete Hartley transform (DHT)-spread asymmetrically clipped optical-orthogonal frequency division multiplexing (LDHTS-ACO-OFDM) is presented; it uses DHT for multiplexing/demultiplexing and pulse-amplitude modulation (PAM) alphabets. LDHTS-ACO-OFDM yields several concrete enhancements over classical layered asymmetrically clipped O-OFDM (LACO-OFDM), such as low peak-to-average power ratio (PAPR), lower computational complexity, improved bit error rate (BER), and lower optical power penalty in a dispersive channel. Besides, LDHTS-ACO-OFDM augments the spectral efficiency relative to DHTS-ACO-OFDM with each addition of layer and ousts the inefficient bandwidth utilization limitation of DHTS-ACO-OFDM. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
23. DMD-based optical pattern recognition using holograms generated with the Hartley transform.
- Author
-
Cheremkhin, Pavel A., Krasnov, Vitaly V., Rodin, Vladislav G., and Starikov, Rostislav S.
- Subjects
- *
OPTICAL pattern recognition , *HARTLEY transforms , *HOLOGRAPHY , *DIFFRACTIVE optical elements , *DIGITAL technology , *FOURIER transforms - Abstract
• An optical incoherent correlator was constructed using two digital micromirror devices (DMDs): the first DMD displays images of the recognized objects and the second DMD displays the hologram (holographic filter) generated using Hartley transform. • The objects have been successfully recognized in this correlator. • The reconstruction quality of Hartley transform-based holograms is not inferior to the Fourier transform ones. • Harley transform calculation uses less operations than Fourier transform and generated holograms have a smaller size. • The combined use of Hartley transform and DMD is preferred in high-speed encryption and recognition devices. High-speed optical reconstruction of holographic and diffractive optical elements is widely used in encryption and recognition, 3D-displays, beam shaping, nanofabrication, visualization, etc. This paper proposes the use of amplitude holograms generated by the Hartley transform (HT) as filters in an incoherent correlator. The real computations using the HT are faster and less computationally intensive than the standard complex transforms. Generated holograms using HT and Fourier transform (FT) were compared. It is demonstrated that the diffraction efficiency of HT-based holograms is not inferior to the FT case. The reconstruction quality is better in metrics (NSTD, MSE, SNR, RMS contrast, SSIM) by 2–10%. An optical incoherent correlator based on two digital micromirror devices (DMDs) was constructed. DMDs have very high frame rates (up to 30 kHz) that provides its great potential for application in fast recognition problems. The object images were displayed on the first DMD. The holograms generated with the HT were binarized and displayed on the second DMD. The objects were successfully recognized. Thus, HT-based amplitude holograms can be successfully used instead of FT-based amplitude holograms. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
24. A Novel Non-Hermitian Symmetry Orthogonal Frequency Division Multiplexing System for Visible Light Communications
- Author
-
Xian-Ying Xu and Dian-Wu Yue
- Subjects
visible light communication ,Computational complexity theory ,Computer science ,Orthogonal frequency-division multiplexing ,Fast Fourier transform ,Visible light communication ,MIMO-OFDM ,QC350-467 ,Data_CODINGANDINFORMATIONTHEORY ,Optics. Light ,unipolar encoding ,FHT ,Atomic and Molecular Physics, and Optics ,TA1501-1820 ,Frequency-division multiplexing ,non-Hermitian ,symbols.namesake ,Hermitian function ,Hartley transform ,Electronic engineering ,symbols ,Applied optics. Photonics ,Unipolar encoding ,Electrical and Electronic Engineering ,Computer Science::Information Theory - Abstract
This paper proposes a novel non-Hermitian symmetry ${2 \times 2}$ MIMO-OFDM (Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing) system based on fast Hartley transform (FHT) with unipolar encoding (referred to as HU-OFDM) for visible light communications. The new scheme uses FHT instead of FFT (fast Fourier transform) to process the complex-valued signals reducing the computational complexity and hardware cost and employs two LEDs (light-emitting diodes) to transmit the real and imaginary parts of a complex-valued OFDM signal respectively. Unipolar encoding is applied to the transmitted signal from each LED to ensure non-negative. The restrictions of Hermitian symmetry in traditional optical OFDM systems and real constellation mapping in FHT based optical OFDM systems can be removed simultaneously in the proposed system. Compared with MIMO-ACO/DCO-OFDM system, HU-OFDM has significant performance improvement along with a tremendous decrease in hardware cost and computational complexity. Compared with other non-Hermitian symmetry MIMO-OFDM systems, HU-OFDM has significant advantages in terms of power efficiency, system design flexibility, computational complexity, or hardware cost without losing reliability.
- Published
- 2021
25. Harmonic Modeling of Inrush Current in Core Type Power Transformers Using Hartley Transform
- Author
-
M. A. Taghikhani, A. Sheikholeslami, and Z. Taghikhani
- Subjects
Transformer inrush current ,harmonic domain ,operational matrices ,Hartley transform ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
This paper presents a new method for evaluation and simulation of inrush current in various transformers using operational matrices and Hartley transform. Unlike most of the previous works, time and frequency domain calculations are conducted simultaneously. Mathematical equations are first represented to compute the inrush current based on reiteration and then Hartley transform is used to study harmonic effects in the frequency domain. Being a real valued function and accordingly giving results with the higher speed of calculations are the main features of Hartley transform. The inrush problem is initially solved for single-phase transformers for switching at different angles of the voltage waveform using this method and then the results of harmonic domain are compared with that of Fourier transform. The methodology is also applied to three-phase three-limb transformers since the analysis of their transient behavior is significant owing to the flux coupling interactions in multi-leg core structures. The feasibility and efficacy of the method is illustrated with appropriate circuits and MATLAB code is developed to get the time and frequency domain waveforms with high accuracy. The results are helpful to identify and evaluate inrush current harmonic effects in various transformers and hence the efficiency of the method is verified.
- Published
- 2015
26. EVALUATION OF THE PERIOD OF SENSORS MOTION PARAMETERS OF THE TRAIN.
- Author
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Bestemyanov, Petr Filimonovich
- Subjects
DETECTORS ,ACCELERATION (Mechanics) ,VELOCITY - Abstract
The choice of polling period sensors for measuring the speed and acceleration of the train can be produced using the spectral representation of functions of velocity and acceleration from time to time. Using the spectral method of determining the period of the survey, you can choose different value depending on the category of the train and its dynamic characteristics. For high-speed trains, the period of sensors is less than for trucks, since the latter are tightened by the transients during acceleration and deceleration. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
27. Comparison study between the Fourier and the Hartley transforms for the real-time simulation of the sea surface elevation.
- Author
-
Varela, J.M., Rodriguez, German, and Guedes Soares, C.
- Subjects
- *
FOURIER transforms , *OCEAN surface topography , *COMPUTER simulation , *COMPARATIVE studies , *SIGNAL processing , *HARTLEY transforms - Abstract
The paper presents the results of a comparison study between the Fourier and the Hartley transforms for the real-time simulation of the sea surface elevation in 3D. Fourier transform s are currently the most used and efficient method for obtaining realistic ocean scenes in interactive Virtual Environments. Although the Fast Fourier Transform has been the preferred choice for this type of simulations, the study reveals that the Fast Hartley Transform can be a valid alternative, and even have some advantages compared to the former. The study mainly focuses on the performance and memory aspects, which are decisive factors for real-time applications with ocean scenes, such as ship bridge simulators. The methodology to obtain the sea surface elevation in time domain from a sea state defined by a directional wave spectrum is also described. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
28. Postseismic Deformation Following the 1994 Northridge Earthquake Identified Using the Localized Hartley Transform Filter
- Author
-
Tiampo, K. F., Assefa, Dawit, Fernández, J., Mansinha, L., Rasmussen, H., Camacho, Antonio G., editor, Díaz, Jesús I., editor, and Fernändez, José, editor
- Published
- 2009
- Full Text
- View/download PDF
29. An analysis of the Simpson Discrete Hartley Transform.
- Author
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Ramsunder, A., Singh, P., and Singh, V.
- Subjects
DISCRETE Hartley transforms ,MATHEMATICAL convolutions ,STATISTICAL correlation ,DUALITY theory (Mathematics) ,HARTLEY transforms - Abstract
The relatively new Simpson Discrete Hartley Transform (SDHT) has interesting mathematical properties, which are crucial for applications. These are developed and proved in this paper. This analysis gives one a comprehensive understanding of the transform. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
- Full Text
- View/download PDF
30. METHOD OF REFERENCE SIGNALS CREATING IN NON-DESTRUCTIVE TESTING BASED ON LOW-SPEED IMPACT
- Author
-
A.O. Zaporozhets, V. P. Babak, and Volodymyr Eremenko
- Subjects
Computer science ,business.industry ,hartley transform ,020208 electrical & electronic engineering ,diagnostic ,non-destructive testing ,dispersion analysis ,Energy Engineering and Power Technology ,020206 networking & telecommunications ,02 engineering and technology ,composite material ,TK1-9971 ,information signal ,Low speed ,Nondestructive testing ,0202 electrical engineering, electronic engineering, information engineering ,Electronic engineering ,Electrical engineering. Electronics. Nuclear engineering ,Electrical and Electronic Engineering ,business - Abstract
The article describes the approach to the formation of a simulation model of information signals, which are typical for objects with different types of defects. The dispersive analysis of the signal spectrum components in the bases of the discrete Hartley transform and the discrete cosine transform is carried out. The analysis of the form of the reconstructed information signal is carried out depending on the number of coefficients of the spectral alignment in Hartley bases and cosine functions. The basis of orthogonal functions of a discrete argument is obtained, which can be used for the spectral transformation of information signals of a flaw detector. A method of simulation of information signals has been developed and experimentally investigated, which allows taking into account the deterministic and random components of the characteristics of real information signals. References 24, figures 13, tables 3.
- Published
- 2021
31. Multi-layer color image encryption using random matrix affine cipher, RP2DFrHT and 2D Arnold map
- Author
-
Shazia Sabir and Vandana Guleria
- Subjects
Pixel ,Channel (digital image) ,Computer Networks and Communications ,Computer science ,business.industry ,Key space ,020207 software engineering ,02 engineering and technology ,Affine cipher ,Encryption ,Image (mathematics) ,symbols.namesake ,Hardware and Architecture ,Hartley transform ,0202 electrical engineering, electronic engineering, information engineering ,Media Technology ,symbols ,Entropy (information theory) ,business ,Algorithm ,Software - Abstract
Confidentiality, integrity, authenticity, non-repudiation and storing and transmitting images over the unsecured channel has become a challenging task nowadays. In this scenario, a robust image encryption technique over open network has grasped a great deal of attention. In this paper to meet this challenge, we have established a new multi-layer robust color image encryption using random matrix affine cipher (RMAC), reality preserving two dimensional discrete fractional Hartley transform (RP2DFrHT) and two dimensional Arnold map. The first stage of encryption is designed through RMAC. RMAC provides security in co-ordinate domain as well as in geometrical domain. So if a hacker has knowledge about all the pixels of an image, but has no information about the mechanism of co-ordinate domain he/she cannot steal any information. The second stage of encryption is obtained incorporating the concept of RP2DFrHT. The reality preserving transform eliminates the complex-valued coefficients and provides the real-valued coefficients of encrypted image. The real-valuedness of data provides convenient platform for display, storage and transmission in digital domain. The third stage of encryption is done using 2D Arnold map, which not only enhances the security but also enlarges key space. Therefore, the proposed technique provides security in geometrical, co-ordinate, frequency and time domains simultaneously. The security of our proposed technique depends upon the secret keys as well as their correct arrangements. Simulation analysis provides the complete visual results of all stages of encrypted and decrypted images. Sensitivity analysis validates that our proposed technique is highly sensitive towards its secret keys and their arrangements. Statistical analysis such as histogram analysis, MSE, PSNR, correlation coefficient, entropy analysis and resistivity of classical attacks validates the effectiveness and feasibility of our proposed work. Moreover, comparison analysis testifies that our proposed technique functions significantly well as compared to existing similar techniques.
- Published
- 2021
32. Color image encryption scheme based on fractional Hartley transform and chaotic substitution–permutation
- Author
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Vinod Patidar, Gurpreet Kaur, and Rekha Agarwal
- Subjects
business.industry ,Computer science ,Substitution (logic) ,Chaotic ,020207 software engineering ,02 engineering and technology ,Encryption ,Computer Graphics and Computer-Aided Design ,Image (mathematics) ,symbols.namesake ,Permutation ,Transformation (function) ,Symmetric-key algorithm ,Computer Science::Multimedia ,Hartley transform ,0202 electrical engineering, electronic engineering, information engineering ,symbols ,020201 artificial intelligence & image processing ,Computer Vision and Pattern Recognition ,business ,Algorithm ,Software ,Computer Science::Cryptography and Security - Abstract
We propose a novel opto-digital method of color image encryption which utilizes compound chaotic mappings, the reality preserving fractional Hartley transformation and piecewise linear chaotic map for substitution, optical processing and permutation of image pixels, respectively. The image to be encrypted initially undergoes a chaos-based substitution in the spatial domain through the compound chaotic maps followed by a transformation to the combined time–frequency domain using the fractional Hartley transform. A reality preserving version of the fractional Hartley transform is used to eliminate the complexity associated with transform coefficients. Optical transformation of the image, in the fractional Hartley domain, is followed by a permutation through piecewise linear chaotic maps. Due to the intertwined application of optical transformation and chaos-based substitution and permutation processes, the proposed image encryption scheme possesses higher security. The input parameters (initial conditions, control parameters, and number of iterations) of chaotic maps along with fractional orders of the fractional Hartley transform collectively form the secret keys for encryption/decryption. The proposed scheme is a lossless and symmetric encryption scheme. The level of security provided in terms of high sensitivity to keys, resistivity to brute-force attack, classical attacks, differential attacks, entropy attack, noise and occlusion attack along with the elimination of complex coefficients proves its better efficacy as compared to other similar state-of-the-art schemes.
- Published
- 2021
33. Secure Opto-Audio Cryptosystem Using XORing Mask and Hartley Transform
- Author
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Hala S. El-sayed and Osama S. Faragallah
- Subjects
General Computer Science ,Computer science ,business.industry ,Optical encryption ,hartley transform ,General Engineering ,Chaotic ,Cryptography ,Encryption ,symbols.namesake ,Hartley transform ,Key (cryptography) ,symbols ,Cryptosystem ,General Materials Science ,Point (geometry) ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,business ,lcsh:TK1-9971 ,Computer hardware ,DRPE ,Block (data storage) - Abstract
This research paper proposes a secure opto-audio cryptosystem using XORing mask and Hartley transform (HT). The digital one dimensional (1D) plainaudio data is converted into two dimensional plainaudio map (2D PAM) and after that, the 2D PAM is divided into 2D plainaudio blocks (2D PABs). The basic idea of the proposed opto-audio encryption system depends on XORing each block of the 2D PABs with a single image selected from a personal image database that can be viewed as a secret key in the proposed opto-audio cryptosystem. Each block of the mixed 2D PABs is then transposed using the chaotic logistic adjusted sine map (LASM) and optically encrypted with HT. The XOR and LASM are implemented digitally while HT implemented optically. An additional XORing mask step helps to remove residual intelligibility from the 2D PABs, fill in speechless gaps in spoken conversations, and destroy both the pitch and format details. The utilization of chaotic LASM allows efficient noise immunity. A comparative study is held between the proposed opto-audio encryption system and other related audio encryption systems in terms the standard well known encryption metrics. The results have confirmed the efficiency of the introduced opto-audio encryption system. The proposed opto-audio encryption system security is explored from an accurate encryption point of view, and tests confirmed the superiority of the proposed opto-audio encryption system from the encryption point of view.
- Published
- 2021
34. Use of Spectral Transforms for Analysis of Power Consumption of Local Object
- Author
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Vladyslav Oleksandrovych Osokin, Yuliia Serhiivna Yamnenko, and Vitalii Viktorovych Levchenko
- Subjects
symbols.namesake ,Wavelet ,Fourier transform ,Discrete time and continuous time ,Computer science ,Hartley transform ,symbols ,Interval (mathematics) ,Function (mathematics) ,Spectral method ,Algorithm ,Smoothing - Abstract
The paper is devoted to the use and comparative analysis of discrete spectral transforms of Fourier, Hartley, Wilenkin-Crestenson and transform at the oriented basis (OB). These methods are considered for analysis of discrete time dependence of electrical energy consumption in local objects like MicroGrid. The prediction of electrical power consumption in such object is quite actual task. One of the ways to solve it is use of spectral and wavelet analysis methods. The non-stationary character of power consumption time dependence curve needs to fulfill preliminary stage of smoothing. This is why wavelet analysis could be effectively used here – as a result of its use we obtain smoothed and compressed version of initial signal (so called “trend”). And the core of wavelet is defined by the type of basic function. These could be, in particular, basic functions of spectral transforms. This is why it was decided to compare different spectral methods – Fourier, Hartley, Wilenkin-Krestenson, and spectral transform at oriented basis.Comparison of spectral methods was carried out according to the following criteria: number of computational operations, simplicity and accuracy of calculations. The amplitude-frequency and phase-frequency spectra of the investigated signal for different spectral methods are considered. The process of finding the spectrum for the above methods was considered for the interval from 0 to 26. The interval was chosen based on demands of the transform at oriented basis where it’s necessary to provide the lengths of initial discrete function dividable to 3 (N=33=27). For the rest methods the interval could be changes accordingly. Thus it gives more objective assessment of the use of spectral methods for the analysis of power consumption of a local object. During the analysis of different spectral methods it was taken into account that Fourier and Wilenkin-Crestenson transforms operate with complex values of the spectra, while Hartley and OB-transforms deal with the real numbers. At the same time, Wilenkin-Crestenson and OB-transforms operate with the number presented in m-ary counting system. It should be noted that the transition to the m-ary system makes it possible to significantly simplify the calculation process at the interval of determination for the Wilenkin-Crestenson method. The Hartley transform differs from the Fourier transform because it operates only with real values, that leads to significant decreasing of the values of basic function and therefore simplifies and accelerates the calculation of the spectrum. It was shown that, in contrast to the Fourier transform, the transform at the oriented basis is asymmetrical, that is, for direct conversion, the angle of inclination of the transformation axis is possible. Comparisons of the considered methods were made on the basis of the values of the required amount of memory for the operation and storage of the program for the calculation of the spectra, as well as the time of performing mathematical operations for the calculation of the spectra of the daily power consumption function. In this way, the transform at the oriented basis is most effective for simplifying and speeding up the calculations. Given that the analysis of fractional power consumption is advisable to perform at a sampling interval of less than one hour, the advantage of this method becomes indisputable, thus showing that the method at the oriented basis is the most appropriate among the considered ones, because with a certain set of parameters allows to accelerate significantly spectrum for analyzing the power consumption signal.
- Published
- 2020
35. The Discrete Fourier Transform in 2D
- Author
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Mark J. Burge and Wilhelm Burger
- Subjects
Discrete Fourier transform (general) ,symbols.namesake ,Discrete sine transform ,Discrete-time Fourier transform ,Non-uniform discrete Fourier transform ,Mathematical analysis ,Fourier inversion theorem ,Hartley transform ,symbols ,Fractional Fourier transform ,Fourier transform on finite groups ,Mathematics - Abstract
The Fourier transform is defined not only for 1D signals but for functions of arbitrary dimension. Thus, 2D images are nothing special from a mathematical point of view.
- Published
- 2022
36. On Some Bicomplex Hartley Transformations
- Author
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Serpil Halici and Sule Curuk
- Subjects
Integral transformations ,Hartley transform ,General Medicine ,Bicomplex function - Abstract
In this study, we have defined Hartley transforms for functions of bicomplex variables by using some known integral transformations, and then we examined the properties of these transformations.
- Published
- 2022
37. Harmonic analysis associated with the modified Cherednik type operator and quantitative uncertainty principles for its Hartley transform.
- Author
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Mejjaoli, Hatem
- Subjects
- *
HARMONIC analysis (Mathematics) , *HARTLEY transforms , *UNCERTAINTY , *MATHEMATICAL analysis , *INTEGRAL transforms - Abstract
We consider a new differential–difference operator Λ on the real line. We study the harmonic analysis associated with this operator. Next, we prove various mathematical aspects of the quantitative uncertainty principles, including Donoho–Stark’s uncertainty principle and variants of Heisenberg’s inequalities for its Hartley transform associated to the operator Λ . [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
38. Harmonic Analysis and Hartley Transform Associated with the Generalized Differential-Difference Operator.
- Author
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Mejjaoli, Hatem
- Abstract
We consider a new differential-difference operator $$\Lambda $$ on the real line. We study the harmonic analysis associated with this operator and we prove the Bochner and Bochner-Schwartz theorems, the Plancherel formula and the inversion theorems for the Hartley transform associated to the operator $$\Lambda $$ . [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
39. Transform-based Arabic sign language recognition.
- Author
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Sidig, Ala addin I., Luqman, Hamzah, and Mahmoud, Sabri A.
- Subjects
ARABIC language ,SIGN language ,AUTOMATIC speech recognition ,FEATURE extraction ,HARTLEY transforms - Abstract
Sign language is an independent language that uses gestures and body language to convey meaning. Sign language recognition facilities the communication between deaf and community. In this paper, we investigated the use of different transformation techniques for extraction and description of features from an accumulation of signs’ frames into a single image. We show the performance of three transformation techniques (viz. Fourier, Hartley, and Log-Gabor transforms) applied on the whole and slices of the accumulated sign’s image. In addition, different classification schemes are tested and compared. Overall system’s accuracy reached over 99% for Hartley transform which is comparable with other works using the same dataset. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
40. ON GENERALIZATIONS OF BOEHMIAN SPACE AND HARTLEY TRANSFORM.
- Author
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Ganesan, C. and Roopkumar, R.
- Subjects
- *
HARTLEY transforms , *GENERALIZATION , *METRIC spaces , *QUOTIENT rings , *BINARY operations - Abstract
Boehmians are quotients of sequences which are constructed by using a set of axioms. In particular, one of these axioms states that the set S from which the denominator sequences are formed should be a commutative semigroup with respect to a binary operation. In this paper, we introduce a generalization of abstract Boehmian space, called generalized Boehmian space or G-Boehmian space, in which S is not necessarily a commutative semigroup. Next, we provide an example of a G-Boehmian space and we discuss an extension of the Hartley transform on it. [ABSTRACT FROM AUTHOR]
- Published
- 2017
41. Harmonic analysis associated with the generalized differential-difference operator on the real line and quantitative uncertainty principles for its Hartley transform.
- Author
-
Mejjaoli, Hatem
- Subjects
- *
HARMONIC analysis (Mathematics) , *DIFFERENTIAL-difference equations , *HEISENBERG uncertainty principle , *HARTLEY transforms , *OPERATOR theory - Abstract
We consider a new differential-difference operatoron the real line. We study the harmonic analysis associated with this operator. Next, we prove various mathematical aspects of the quantitative uncertainty principles, including Donoho–Stark’s uncertainty principle and variants of Heisenberg’s inequalities for the Hartley transform associated to the operator. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
- Full Text
- View/download PDF
42. Comparison of Hartley and Fourier Transforms in Harmonic Modelling of Five-Limb Core Transformer Inrush Current.
- Author
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Taghikhani, Mohammad Ali and Taghikhani, Zahra
- Subjects
- *
FOURIER transforms , *HARTLEY transforms , *HARMONIC analysis (Mathematics) , *ELECTRIC transformers , *MAGNETIC circuits - Abstract
It is well known that the magnitude of transformer inrush current depends on several factors such as transformer construction and the angle of the applied voltage at the time of energization. In this paper, a novel approach is proposed to compute inrush current in both of time and frequency domains taking into consideration the significance of formulas derived based on magnetic circuit of five-limb transformer. Electric circuit nonlinear mathematical equations are applied to solve inrush problem based on iteration via MATLAB code. The comparison of the Harmonic domain simulation results obtained from Hartley transform with that of Fourier transform proves the capability of Hartley transform to accurately assess inrush current requiring less number of computations. [ABSTRACT FROM PUBLISHER]
- Published
- 2016
- Full Text
- View/download PDF
43. СЖАТИЕ ИЗОБРАЖЕНИЙ С ИСПОЛЬЗОВАНИЕМ ДИСКРЕТНОГО ПРЕОБРАЗОВАНИЯ ВЕЙЛЯ – ГЕЙЗЕНБЕРГА
- Subjects
symbols.namesake ,Compression (functional analysis) ,Geography, Planning and Development ,Mathematical analysis ,Hartley transform ,Discrete cosine transform ,symbols ,Management, Monitoring, Policy and Law ,Mathematics - Abstract
Предлагается новый подход к сжатию растровых изображений, основанный на использованиидвухстороннего вещественного дискретного преобразования Вейля – Гейзенберга. Данное преобразованиеявляется ортогональным и строится на основе оптимального сигнального базиса Вейля – Гейзенберга,обладающего наилучшей частотно-временной локализацией. Указанные свойства обеспечиваются за счетвыбора оптимальной функции формирования базисного эталона и наилучшего соотношения егопараметров. Кроме того, для оценивания потенциальных возможностей использования дискретногопреобразования Вейля – Гейзенберга (DWHT) в задачах сжатия были сформулированы основные критерииэффективности сжатия и проведено сравнение DWHT с другими известными ортогональнымипреобразованиями – дискретного косинусного преобразования (DCT) и дискретного преобразованияХартли (DHT). Экспериментально показано, что предложенный метод сжатия на основе DWHT обладаетлучшими характеристиками по всем введенным критериям. Приводятся результаты сравнения трехметодов сжатия в виде таблиц и восстановленных изображений.
- Published
- 2020
44. Playing technique classification for bowed string instruments from raw audio
- Author
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J. P. Jacobs and A. B. Kruger
- Subjects
Visual Arts and Performing Arts ,Computer science ,Speech recognition ,05 social sciences ,Feature extraction ,String (computer science) ,06 humanities and the arts ,050105 experimental psychology ,060404 music ,Support vector machine ,Raw audio format ,symbols.namesake ,Hartley transform ,symbols ,Music information retrieval ,0501 psychology and cognitive sciences ,0604 arts ,Music - Abstract
Music instrument playing technique classification based on raw audio is a relatively unexplored area of music information retrieval research. This study systematically investigates the use of tradi...
- Published
- 2020
45. Hartley Spectral Pooling for Deep Learning
- Author
-
Jianwei Ma and Hao Zhang
- Subjects
Signal Processing (eess.SP) ,FOS: Computer and information sciences ,Computer Science - Machine Learning ,Computer science ,Computer Vision and Pattern Recognition (cs.CV) ,Pooling ,Computer Science - Computer Vision and Pattern Recognition ,Machine Learning (stat.ML) ,Lossy compression ,Machine Learning (cs.LG) ,Convolution ,Upsampling ,symbols.namesake ,Statistics - Machine Learning ,Hartley transform ,FOS: Electrical engineering, electronic engineering, information engineering ,Electrical Engineering and Systems Science - Signal Processing ,business.industry ,Dimensionality reduction ,Deep learning ,General Medicine ,symbols ,Artificial intelligence ,business ,Algorithm ,MNIST database - Abstract
In most convolution neural networks (CNNs), downsampling hidden layers is adopted for increasing computation efficiency and the receptive field size. Such operation is commonly so-called pooling. Maximation and averaging over sliding windows (max/average pooling), and plain downsampling in the form of strided convolution are popular pooling methods. Since the pooling is a lossy procedure, a motivation of our work is to design a new pooling approach for less lossy in the dimensionality reduction. Inspired by the Fourier spectral pooling(FSP) proposed by Rippel et. al. [1], we present the Hartley transform based spectral pooling method in CNNs. Compared with FSP, the proposed spectral pooling avoids the use of complex arithmetic for frequency representation and reduces the computation. Spectral pooling preserves more structure features for network's discriminability than max and average pooling. We empirically show that Hartley spectral pooling gives rise to the convergence of training CNNs on MNIST and CIFAR-10 datasets., 5 pages, 6 figures, letter
- Published
- 2020
46. Two level phase retrieval in fractional Hartley domain for secure image encryption and authentication using digital signatures
- Author
-
Hukum Singh and Mehak Khurana
- Subjects
Authentication ,Computer Networks and Communications ,Computer science ,business.industry ,020207 software engineering ,Plaintext ,02 engineering and technology ,Encryption ,symbols.namesake ,Digital signature ,Hardware and Architecture ,Known-plaintext attack ,Hartley transform ,0202 electrical engineering, electronic engineering, information engineering ,Media Technology ,symbols ,Cryptosystem ,Chosen-plaintext attack ,business ,Algorithm ,Software - Abstract
A novel image authentication scheme based on two level phase retrieval algorithm (PRA) propagated in fractional Hartley transform (FrHT) to extract two phase-only masks (POMs) is proposed. PRA is based on iterative phase mask which uses nonlinear process to generate POMs which in turn makes the system immune to chosen plaintext attack (CPA) and known plaintext attack (KPA). Random amplitude mask (RAM) and random phase mask (RPM) are used as encryption keys which makes the system immune to special attack. Further multiple level of security leads to the achievement of non-convergence of MSE and good performance in the retrieval process. Apart from encrypting the information, authentication has also been included in the scheme. The features incorporated in any plaintext have been shown to provide unique signatures, which can be used to verify their authenticity. The content of the original images can be authenticated only if the authentication key is correct. The robustness of the proposed multiple level cryptosystem has been examined based on various parameters by simulating on MATLAB 9.4.0 (R2018a). The experimental results highlight the suitability and shows the attacker cannot recover the original image without the knowledge of POMs. The scheme has also been compared with similar algorithms which proves that the proposed two-level scheme is more secure, feasible and effective.
- Published
- 2020
47. Detection of Low-Rate Cloud DDoS Attacks in Frequency Domain Using Fast Hartley Transform
- Author
-
Shashikala Tapaswi and Neha Agrawal
- Subjects
Computer science ,business.industry ,Real-time computing ,Volume (computing) ,020206 networking & telecommunications ,Denial-of-service attack ,Cloud computing ,02 engineering and technology ,Computer Science Applications ,symbols.namesake ,Transformation (function) ,Feature (computer vision) ,Frequency domain ,Hartley transform ,0202 electrical engineering, electronic engineering, information engineering ,symbols ,020201 artificial intelligence & image processing ,Electrical and Electronic Engineering ,business - Abstract
Distributed Denial-of-Service (DDoS) attack has been a serious threat to the availability feature of cloud computing. As traditional DDoS attacks are implemented using a huge volume of malicious traffic, the detection of such attacks becomes a naive task. To evade this detection, attackers are moving towards the Low-Rate DDoS (LRDDoS) attacks. The stealthy behavior of LRDDoS attack makes it difficult to get detected due to its low volume traffic. The existing frequency-domain approaches for LRDDoS detection are not feasible in terms of computational and storage requirements. This paper aims to propose a lightweight, accurate, and adaptive approach for the detection of LRDDoS attacks in frequency-domain. In this paper, the LRDDoS attack is detected by analyzing the power spectral distribution. The novelty of the proposed approach is to calculate the power spectral density using Fast Hartley Transform (FHT). The FHT processes real-valued input data, and has low computational and storage complexities. The approach is implemented on OpenStack cloud platform, and the aggregate network traffic (external and internal) is captured and analyzed. Experimental results show that the computational and storage complexities involved in FHT are lower than other transformation algorithms’ complexities. Thus, the approach provides faster response with an average detection time of 60.16 s. The average true negative and true positive rates obtained by the proposed approach are 99.83% and 99.46% respectively, which are competitive.
- Published
- 2020
48. A Novel 3D Vector Decomposition for Color-Image Encryption
- Author
-
Ke-Ya Hu, Zheng Zhu, Jun Wang, Chao Wu, and Xu-Dong Chen
- Subjects
lcsh:Applied optics. Photonics ,3D vector decomposition ,Computer science ,color-image encryption ,Chaotic ,02 engineering and technology ,Encryption ,01 natural sciences ,symbols.namesake ,reality-preserving fractional Hartley transform ,0103 physical sciences ,Ciphertext ,Hartley transform ,0202 electrical engineering, electronic engineering, information engineering ,Cryptosystem ,lcsh:QC350-467 ,Electrical and Electronic Engineering ,010301 acoustics ,Euclidean vector ,Computer Science::Cryptography and Security ,business.industry ,Key space ,lcsh:TA1501-1820 ,1D chaos ,Atomic and Molecular Physics, and Optics ,Key (cryptography) ,symbols ,020201 artificial intelligence & image processing ,business ,Algorithm ,lcsh:Optics. Light - Abstract
In this paper, a novel 3D vector decomposition is proposed for color-image encryption, in which a 3D vector is decomposed into two 3D vectors with random size in a random plane for providing a reliable security constraint. The technique of 3D vector decomposition, as far as we know, firstly offers a three-component encryption with one action, which fits well color-image encryption, and outputs a real ciphertext, which is convenient for recording and transmission. Furthermore, we employ an 1D chaos, which has strong chaotic properties, and reality-preserving fractional Hartley transform to cooperate 3D vector decomposition for constructing a color-image cryptosystem. Therefore, the proposed cryptosystem accomplishes improved security by reducing the single-channel attack risk in individual color-image encryption and avoiding the vulnerable channel in sequential color-image encryption as well as reduced the amount of data of transform-based cryptosystem by avoiding the complex output. Also, it has the advantages of strong chaotic performances, large key space and high key sensitivity, which is highly robust against various attacks. Experimental results show the effectiveness and superiority of the proposed cryptosystem.
- Published
- 2020
49. Spectral Analysis of Magnetic Anomalies Due to a 2-D Horizontal Circular Cylinder: A Hartley Transforms Technique
- Author
-
Mansour A. Al-Garni
- Subjects
Hartley transform ,Magnetic ,2-D Horizontal cylinder. ,Science (General) ,Q1-390 - Abstract
The spectral analysis of the vertical effect of magnetic anomalies due to a 2-D horizontal circular cylinder is presented using Hartley transform. Hartley transform is an alternative approach to the famous complex Fourier transform. The depth to the center of the horizontal cylinder can be computed by a simple equation as a function of frequency. A synthetic example has been used to illustrate this technique and the validity of this approach has been proved by applying it to real data of a narrow band of quartz-magnetite in Mangampalli near Karimnagar town, India. The noise analyses were tested on the technique and showed a high level of confidence. The results of the field example are in good agreement with the ones published in the literature.
- Published
- 2011
- Full Text
- View/download PDF
50. The Discrete Hartley Transform
- Author
-
Keith John Jones
- Subjects
Bearing (mechanical) ,Modified discrete cosine transform ,business.industry ,Computer science ,Discrete Hartley transform ,law.invention ,Discrete Fourier transform (general) ,symbols.namesake ,law ,Rader's FFT algorithm ,Hartley transform ,symbols ,business ,Versa ,Algorithm ,Digital signal processing - Abstract
This chapter introduces the DHT and discusses those aspects of its solution, as obtained via the FHT, which make it an attractive choice for applying to the real-data DFT problem. This involves first showing how the DFT may be obtained from the DHT, and vice versa, followed by a discussion of those fundamental theorems, common to both the DFT and DHT algorithms, which enable the input data sets to be similarly related to their respective transforms and thus enable the DHT to be used for solving those DSP-based problems commonly addressed via the DFT, and vice versa. The limitations of existing FHT algorithms are then discussed bearing in mind the ultimate objective of mapping any subsequent solution onto silicon-based parallel computing equipment. A discussion is finally provided relating to the results obtained in the chapter.
- Published
- 2021
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