Multiuser Detection for Uplink DS-CDMA Amplify-and-Forward Relaying Systems

被引:18
作者
de Almeida, Andre L. F. [1 ]
Fernandes, Carlos A. R. [2 ]
da Costa, Daniel B. [2 ]
机构
[1] Univ Fed Ceara, Dept Teleinformat Engn, Fortaleza, Ceara, Brazil
[2] Univ Fed Ceara, Fortaleza, Ceara, Brazil
关键词
Cooperative diversity; DS-CDMA; multiuser detection; trilinear decomposition; RECEIVERS; PARAFAC; MODELS;
D O I
10.1109/LSP.2013.2260738
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider the uplink of a cooperative DS-CDMA communication system, where each user communicates with the base station through a direct link and with the help of relays. A multiuser detection approach for the joint estimation of spatial signatures, channel gains and transmitted symbols of all the users is proposed. Such an approach is derived from a trilinear tensor model for the received signal that combines the source-destination and relay-destination links. The proposed multiuser receiver provides an extension of the traditional trilinear DS-CDMA receiver to cooperative relaying systems, by including the users' relay-assisted links into the trilinear model. Moreover, in contrast to a previous work by the authors, where the relays of a cluster transmit over orthogonal channels, the proposed receiver operates in a more attractive scenario where all the relays simultaneously transmit towards the base station without requiring orthogonal codes. Simulation results illustrate the performance of the proposed receiver in comparison with alternative approaches.
引用
收藏
页码:697 / 700
页数:4
相关论文
共 13 条
[1]   A link between the canonical decomposition in multilinear algebra and simultaneous matrix diagonalization [J].
De Lathauwer, Lieven .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2006, 28 (03) :642-666
[2]   Overview of spatial channel models for antenna array communication systems [J].
Ertel, RB ;
Cardieri, P ;
Sowerby, KW ;
Rappaport, TS ;
Reed, JH .
IEEE PERSONAL COMMUNICATIONS, 1998, 5 (01) :10-22
[3]  
Harshman R.A., 1970, MULTIMODAL FACTOR AN, V16
[4]   Kruskal's permutation, lemma and the identification of CANDECOMP/PARAFAC and bilinear models with constant modulus constraints [J].
Jiang, T ;
Sidiropoulos, ND .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (09) :2625-2636
[5]  
Kibangou A. Y., 2010, P SPAWC 2010 MARR MO
[6]   3-WAY ARRAYS - RANK AND UNIQUENESS OF TRILINEAR DECOMPOSITIONS, WITH APPLICATION TO ARITHMETIC COMPLEXITY AND STATISTICS [J].
KRUSKAL, JB .
LINEAR ALGEBRA AND ITS APPLICATIONS, 1977, 18 (02) :95-138
[7]   Cooperative diversity in wireless networks: Efficient protocols and outage behavior [J].
Laneman, JN ;
Tse, DNC ;
Wornell, GW .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2004, 50 (12) :3062-3080
[8]   ENHANCED LINE SEARCH: A NOVEL METHOD TO ACCELERATE PARAFAC [J].
Rajih, Myriam ;
Comon, Pierre ;
Harshman, Richard A. .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2008, 30 (03) :1128-1147
[9]   Tensor-Based Channel Estimation and Iterative Refinements for Two-Way Relaying With Multiple Antennas and Spatial Reuse [J].
Roemer, Florian ;
Haardt, Martin .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (11) :5720-5735
[10]   Unified Tensor Modeling for Blind Receivers in Multiuser Uplink Cooperative Systems [J].
Rolim Fernandes, Carlos Alexandre ;
Ferrer de Almeida, Andre Lima ;
da Costa, Daniel Benevides .
IEEE SIGNAL PROCESSING LETTERS, 2012, 19 (05) :247-250