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Blind estimation of output labels of SIMO channels based on a novel clustering algorithm
1998
IEEE Communications Letters
Preserved Fulltext
Estimation of the output labels associated with this basis allows labeling of the state transition diagram. ...
This paper addresses the problem of data detection for digital communications employing space diversity reception, where the system model contains a single-input multiple-output (SIMO) vector channel. ...
Blind Estimation of Output Labels of SIMO Channels Based On a Novel Clustering Algorithm F. Daneshgaran, Member, IEEE, M. Mondin, Member, IEEE, F. Dovis, Member, IEEE, and M. S. ...
doi:10.1109/4234.730374
fatcat:g2kps64fvrc2zatoc3mna4kdwi
Rapid Prototyping for Evaluating Vehicular Communications
[chapter]
2011
Advanced Applications of Rapid Prototyping Technology in Modern Engineering
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ND + K
A.3.2 SOS-based Blind Channel Estimation
Recently, a new method for blind channel estimation under OSTBC transmissions has
been proposed in (52). ...
• The Alamouti scheme with blind channel estimation, labeled as Blind (BX-NY),
where X is the number of Alamouti blocks in which we eliminate one real symbol
(to avoid the ambiguity) ...
doi:10.5772/21251
fatcat:ggrgcu44jrfnfe5ra4d5eob4y4
Application of Reinforcement Learning and Deep Learning in Multiple-Input and Multiple-Output (MIMO) Systems
2021
Sensors
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This article focuses on RL and DL techniques for MIMO systems by presenting a comprehensive review on the integration between the two areas. ...
The recent success of RL and DL introduces novel and powerful tools that mitigate issues in MIMO communication systems. ...
A blind channel estimation scheme based on DL technology is designed in [153] for OFDM-based large-scale MIMO systems. ...
doi:10.3390/s22010309
pmid:35009848
pmcid:PMC8749942
fatcat:2w4th63dtrdyboa6rmhr5rcvja
Blind Schemes for Asynchronous CDMA Systems on Dispersive MIMO Channels
2007
IEEE Transactions on Wireless Communications
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The problem of blind detection in a dispersive Multiple-Input Multiple-Output (MIMO) Code Division Multiple Access (CDMA) channel is considered in this paper. ...
The second stage is, instead, a novel differential Space-Time Block (STB) decoder suitable for frequency-selective channels. ...
. , t − 1 , (4) where g 0 i is a channel vector with a cluster of LM r consecutive non-zero entries whose position is dictated by the user delay τ 0 s , and whose length is determined by T m and by the ...
doi:10.1109/twc.2007.05502
fatcat:xyjox2i42jep3f6kjq6blhetj4
Design of large polyphase filters in the Quadratic Residue Number System
2010
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers
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Mp8a5-3 Blind phase-Shift-Based DoA Estimation John Shynk, Sheng-Luen Wei, University of California, Santa Barbara Blind direction-of-arrival (DOA) estimation algorithms based on direction vector phase ...
Based on this soft clustering, we update K linear filters per data sample and combine the outputs to minimize squared error. ...
doi:10.1109/acssc.2010.5757589
fatcat:ccxnu5owr5fyrcjcqukumerueq
Machine Learning Algorithms for Real Time Blind Audio Source Separation with Natural Language Detection
2021
Advances in Science, Technology and Engineering Systems
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It focused on studying the effectiveness of NL in Both algorithms based on four sound signal experiments: (music & male), (music ♀), (music & conversation), and finally (music & child). ...
The network of convolutional time-domain audio separations is used in Conv-TasNet algorithm, while there is a new waveform-to-waveform model in Demucs algorithm. ...
The author compared Single-Input Multiple-Output (SIMO) of ICA module with SIMO-of binary masking on convolutive mixtures of speech. ...
doi:10.25046/aj060515
fatcat:dt7mfquxhjafbfb5vfuzkvtgeq
2019 Index IEEE Transactions on Signal Processing Vol. 67
2019
IEEE Transactions on Signal Processing
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Simoes, A., +, TSP April 15, 2019 2080-2092
Full Mean Square Performance Bounds on Quaternion Estimators for
Improper Data. ...
, With Applications to Phase Retrieval and Blind Channel Estimation. ...
M
Machine bearings Quickest Change Detection in the Presence of a Nuisance Change. Lau, T.S., +, TSP Oct. 15 ...
doi:10.1109/tsp.2020.2968163
fatcat:dvvpqntb2rc2bjed5nnk4xora4
A Sparse Data Preprocessing Using Support Vector Regression
Support Vector Regression을 이용한 희소 데이터의 전처리
2004
Journal of Korean institute of intelligent systems
Support Vector Regression을 이용한 희소 데이터의 전처리
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The idea of SVR is based on the computation of a linear regression function in a high dimensional feature space where the input data are mapped via a nonlinear function. ...
SVR has been applied in various fields -time series and financial (noisy and risky) prediction, approximation of complex engineering analyses, convex quadratic programming and choices of loss functions ...
Blind identification of single-input multiple-output (SIMO) channels is a common problem encountered in communications, sonar and seismic signal processing. ...
doi:10.5391/jkiis.2004.14.6.789
fatcat:7ae6trcmqzdfnaqkwklnt7lgvy
2019 Index IEEE Transactions on Geoscience and Remote Sensing Vol. 57
2019
IEEE Transactions on Geoscience and Remote Sensing
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., Insect Biological Parameter Estimation Based on the Invariant Target Parameters of the Scattering Matrix; TGRS Aug. 2019 6212-6225 Hu, C., see Zhang, M., TGRS Sept. 2019 6666-6674 Hu, C., Zhang, ...
for Curvilinear Spotlight SAR Imaging on Arbitrary Region of Interest; TGRS Oct. 2019 7995-8010 Hu, T., see Kang, Z., TGRS Jan. 2019 181-193 Hu, T., Wu, Y., Zheng, G., Zhang, D., Zhang, Y., and Li, ...
., +, TGRS Nov. 2019 9242-9251
Blind source separation
Remote Blind Motion Separation Using a Single-Tone SIMO Doppler Radar
Sensor. ...
doi:10.1109/tgrs.2020.2967201
fatcat:kpfxoidv5bgcfo36zfsnxe4aj4
DeepRx: Fully Convolutional Deep Learning Receiver
[article]
2021
arXiv
pre-print
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We facilitate accurate channel estimation by constructing the input of the convolutional neural network in a very specific manner using both the data and pilot symbols. ...
Deep learning has solved many problems that are out of reach of heuristic algorithms. ...
Moreover, in this study, we restrict the number of transmit antennas to one, considering a single-input and multiple-output (SIMO) system. ...
arXiv:2005.01494v2
fatcat:dd435yf73vbxnbq5ew2uel2fiy
Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G
[article]
2022
arXiv
pre-print
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As the research on NGMA is in a very early stage, in this paper, we explore the evolution of NGMA with a particular focus on non-orthogonal multiple access (NOMA), i.e., the transition from NOMA to NGMA ...
Next, we propose a unified framework for NGMA based on multiple antennas and NOMA, where both downlink and uplink transmissions are considered, thus setting the foundation for this emerging research area ...
Taking into account angular estimation errors, the authors of [68] analyzed the achievable rate of a mmWave MIMO-NOMA system employing hybrid precoding, and proposed a novel cluster grouping algorithm ...
arXiv:2108.04561v2
fatcat:yy2wmlweffft5b2wzefkrde6za
2021 Index IEEE Transactions on Vehicular Technology Vol. 70
2021
IEEE Transactions on Vehicular Technology
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The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. ...
., +, TVT Feb. 2021 1941-1945 A Sequential ESPRIT Algorithm Based on a Novel UCSA Configuration for Parametric Estimation of Two-Dimensional Incoherently Distributed Source. ...
., +, TVT April 2021 3439-3455 A Sequential ESPRIT Algorithm Based on a Novel UCSA Configuration for Parametric Estimation of Two-Dimensional Incoherently Distributed Source. ...
doi:10.1109/tvt.2022.3151213
fatcat:vzuzqu54irebpibzp3ykgy5nca
2020 Index IEEE Transactions on Information Forensics and Security Vol. 15
2020
IEEE Transactions on Information Forensics and Security
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., +, TIFS 2020 3482-3496 On Side Channel Vulnerabilities of Bit Permutations in Cryptographic Algorithms. ...
Progressive Focusing Algorithm for Reliable Pose Estimation of Latent Fingerprints. Deerada, C., +, TIFS 2020 1232-1247 Study of a Full-View 3D Finger Vein Verification Technique. ...
G Gait analysis Deep Learning-Based Gait Recognition Using Smartphones in the Wild. ...
doi:10.1109/tifs.2021.3053735
fatcat:eforexmnczeqzdj3sc2j4yoige
Non-Coherent and Backscatter Communications: Enabling Ultra-Massive Connectivity in the Era Beyond 5G
[article]
2020
arXiv
pre-print
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2020 pre-print arXiv:2005.10937v2 fatcat:vhhyppyrbvdu5oo6rx2raenkiuOther Versions
Towards delivering the anticipated massive connectivity requirements with optimal energy and spectral efficiency besides low hardware cost, this paper proposes a framework that is fundamentally based on ...
Recognizing the coherence between these technologies for their joint potential of delivering e-mMTC services in the B5G era, a comprehensive review of their state-of-the-art is conducted. ...
In [127] , an expectationmaximization algorithm based blind channel estimation method for ambient BsC is proposed, and CramÃľr-Rao bound of the proposed estimator is derived. ...
arXiv:2005.10937v3
fatcat:nsyufug2dbbvzeribg4bgymyfa
A Tutorial on Terahertz-Band Localization for 6G Communication Systems
[article]
2022
arXiv
pre-print
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Afterward, we formulate THz-band localization as a 3D position/orientation estimation problem, detailing geometry-based localization techniques and describing potential THz localization and sensing extensions ...
Instead of being a byproduct of the communication system, localization in 6G is indispensable for location-aware communications. ...
In [87] , an AOA estimation method based on a forwardbackward algorithm is developed for dynamic indoor THz channels by measuring and developing different human movement models. ...
arXiv:2110.08581v6
fatcat:o2uxhoojy5ajnompccykuro2gy
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