Semiblind Uni-ALS receiver for a two-way MIMO relaying system based on the PARATUCK2 model
作者： Xi Han , Yingchun Zhou , Andre L.F. de Almeida , Walter da C. Freitas
DOI: 10.1016/J.DSP.2020.102916
关键词: Alternating least squares 、 Identifiability 、 Spectral efficiency 、 Uniqueness 、 Zero Forcing Equalizer 、 Algorithm 、 MIMO 、 Coding (social sciences) 、 Communication channel 、 Computer science
摘要: Abstract In this paper, we consider a two-way multiple-input multiple-output (MIMO) relaying system employing simplified space-time (ST) coding at both sources. The signals received each source form third-order tensor, which satisfies parallel tucker2 (PARATUCK2) model. Exploiting structure, present novel semiblind united alternating least squares (Uni-ALS) receiver for jointly estimating the transmitted symbols and individual channels. identifiability uniqueness conditions are analyzed. contrast to training-based receivers, such as tensor-based channel estimation (TENCE), two-stage training (TST) zero forcing (ZF) receiver, proposed improves spectrum efficiency. Simulation results show that yields superior performance in comparison with receiver.
sci-hub.st 参考文章(20)
Il Han, Dong-Ho Cho, Hierarchical Group Location Tracking for Transportation Systems inWireless Personal Communication Networks Wireless Personal Communications. ,vol. 26, pp. 17- 31 ,(2003) , 10.1023/A:1025391627727
Leandro R Ximenes, Gérard Favier, André LF de Almeida, None, Semi-Blind Receivers for Non-Regenerative Cooperative MIMO Communications Based on Nested PARAFAC Modeling IEEE Transactions on Signal Processing. ,vol. 63, pp. 4985- 4998 ,(2015) , 10.1109/TSP.2015.2454473
Italo Vitor Cavalcante, Andre L. F. de Almeida, Martin Haardt, Joint Channel Estimation for Three-Hop MIMO Relaying Systems IEEE Signal Processing Letters. ,vol. 22, pp. 2430- 2434 ,(2015) , 10.1109/LSP.2015.2490251
Lieven De Lathauwer, Bart De Moor, Joos Vandewalle, A Multilinear Singular Value Decomposition SIAM Journal on Matrix Analysis and Applications. ,vol. 21, pp. 1253- 1278 ,(2000) , 10.1137/S0895479896305696
Han Xi, André L. F. de Almeida, Multiuser Receiver for Joint Symbol/Channel Estimation in Dual-Hop Relaying Systems Wireless Personal Communications. ,vol. 83, pp. 17- 33 ,(2015) , 10.1007/S11277-015-2377-3
Jianshu Zhang, Kristina Naskovska, Martin Haardt, Tensor-based channel estimation for non-regenerative two-way relaying networks with multiple relays 2014 48th Asilomar Conference on Signals, Systems and Computers. pp. 591- 595 ,(2014) , 10.1109/ACSSC.2014.7094514
G. H. Golub, C. Reinsch, Singular value decomposition and least squares solutions Numerische Mathematik. ,vol. 14, pp. 403- 420 ,(1970) , 10.1007/BF02163027
M. Latva-aho, L. K. Saliya Jayasinghe, Nandana Rajatheva, Prathapasinghe Dharmawansa, Dual Hop MIMO OSTBC Communication over Rayleigh-Rician Channel 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring). pp. 1- 5 ,(2011) , 10.1109/VETECS.2011.5956432
N.D. Sidiropoulos, G.B. Giannakis, R. Bro, Blind PARAFAC receivers for DS-CDMA systems IEEE Transactions on Signal Processing. ,vol. 48, pp. 810- 823 ,(2000) , 10.1109/78.824675
Xi Han, André LF de Almeida, Zhen Yang, Channel estimation for MIMO multi-relay systems using a tensor approach EURASIP Journal on Advances in Signal Processing. ,vol. 2014, pp. 163- ,(2014) , 10.1186/1687-6180-2014-163