Fast CDMA multiuser detection by orthogonal projection onto an interference null space

被引:1
|
作者
Choi, Yang-Ho [1 ]
机构
[1] Kangwon Natl Univ, Dept Elect & Telecommun Engn, Chunchon 200701, Kangwon Do, South Korea
关键词
Multiuser detection (MUD); CDMA; Orthogonal projection; DS-CDMA; WIENER FILTER; SUPPRESSION; DS/CDMA; PERFORMANCE; CHANNELS;
D O I
10.1016/j.dsp.2008.01.001
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
This paper presents a method for asynchronous code-division multiple-access (CDMA) multiuser detection that has low computational complexity and that provides fast convergence. The proposed method efficiently finds an interference subspace from data samples and projects received signals onto its orthogonal complement to Suppress multiple access interferences. Its performance has been analytically investigated in terms of the signal-to-interference-plus-noise ratio (SINR). The steady-state SINR is substantially the same as the optimum when the interferences are strong compared with noise. As to the transient response, the orthogonal-projection-based method converges quickly outperforming other methods such as the stochastic-gradient (SG) multi-stage Wiener filter (MSWF) and the affine projection method, which have similar computational complexity. Simulation results validate its effectiveness. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:463 / 475
页数:13
相关论文
共 50 条
  • [31] Multistage interference cancellation methods for multiuser DS/CDMA detection and performance analysis
    Damani, R
    Nasiri-Kenari, M
    Shayesteh, MG
    IEEE 54TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2001, VOLS 1-4, PROCEEDINGS, 2001, : 688 - 692
  • [32] Multiuser detection using blockwise successive interference cancellation in DS/CDMA systems
    Kim, DJ
    Kang, SJ
    Kwon, SR
    Kang, CE
    48TH IEEE VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-3, 1998, : 1835 - 1838
  • [33] Nonlinear iterative multiuser detection and equalization for CDMA receivers in the presence of interchip interference
    Perreau, SL
    White, LB
    DIGITAL SIGNAL PROCESSING, 2001, 11 (02) : 94 - 109
  • [34] Group ordered successive interference cancellation for multiuser detection in MIMO CDMA systems
    Sfar, S
    Ben Letaief, K
    WCNC 2003: IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE RECORD, VOLS 1-3, 2003, : 888 - 893
  • [35] Dimensionality reduction of interference subspace for multiuser massive MIMO null-space expansion
    Funaki, Nobutaka
    Maruta, Kazuki
    Ahn, Chang-Jun
    DIGITAL SIGNAL PROCESSING, 2021, 114
  • [36] Space-time coded CDMA: Blind equalization and multiuser detection
    Yue, XD
    Zhu, WH
    Fan, H
    CONFERENCE RECORD OF THE THIRTY-EIGHTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 2004, : 607 - 611
  • [37] Linear space-time multiuser detection for multipath CDMA channels
    Papadias, CB
    Huang, H
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2001, 19 (02) : 254 - 265
  • [38] CDMA multiuser detection based on state-space estimation techniques
    Mudulodu, S
    Vikalo, H
    Paulraj, A
    Kailath, T
    CONFERENCE RECORD OF THE THIRTY-FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2000, : 1278 - 1282
  • [39] Blind multiuser detection for space-time coded CDMA systems
    Lu, XG
    Li, HB
    2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING - VOL IV: SIGNAL PROCESSING FOR COMMUNICATIONS; VOL V: SIGNAL PROCESSING EDUCATION SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO & ELECTROACOUSTICS; VOL VI: SIGNAL PROCESSING THEORY & METHODS STUDENT FORUM, 2001, : 2313 - 2316
  • [40] Iterative space-time processing for multiuser detection in CDMA systems
    Dai, HY
    Poor, HV
    2000 IEEE SIXTH INTERNATIONAL SYMPOSIUM ON SPREAD SPECTRUM TECHNIQUES AND APPLICATIONS, PROCEEDINGS, VOL 1 AND 2: COMMUNICATIONS FOR A NEW MILLENNIUM, 2000, : 343 - 347