An Application of ICA-based Detection to OFDM-IDMA System

被引:0
作者
Meftah, E. H. [1 ]
Anou, A. [1 ]
Bensebti, M. [1 ]
机构
[1] Univ SAAD DAHLAB BLIDA, Dept Elect, Blida, Algeria
来源
2012 24TH INTERNATIONAL CONFERENCE ON MICROELECTRONICS (ICM) | 2012年
关键词
OFDM-IDMA; ICA; BSS; MUD; wireless communication;
D O I
暂无
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
In this paper, an ICA-based blind multiuser detection approach for OFDM-IDMA system is presented. ICA is a signal processing technique that aims to detect a set of unknown mutually independent source signals from their observed mixtures without prior knowledge of the mixing coefficients. The proposed algorithm is applied as post processors attached to IDMA receiver. In this study, the performance of the proposed detector is compared to the conventional turbotype iterative OFDM-IDMA multiuser detector in which chip interleavers are the only means of user separation. Validity and performances of the described approach are demonstrated by numerical simulations based on examining the bit error rate (BER) criterion in the quasi-static Rayleigh fading channel.
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页数:4
相关论文
共 16 条
  • [1] [Anonymous], 2006, P 4 INT S TURB COD R
  • [2] Bie H., 2006, COMM NETW CHIN 2006, P1
  • [3] EKICI O, 2004, VEH TECHN C 2004 VTC, V5, P3812
  • [4] Hamza A., 2010, 2010 17th International Conference on Telecommunications (ICT 2010), P345, DOI 10.1109/ICTEL.2010.5478756
  • [5] Hamza A., 2009, P IEEE NEWCAS TAISA, P64
  • [6] Hyvärinen A, 2001, INDEPENDENT COMPONENT ANALYSIS: PRINCIPLES AND PRACTICE, P71
  • [7] Independent component analysis:: algorithms and applications
    Hyvärinen, A
    Oja, E
    [J]. NEURAL NETWORKS, 2000, 13 (4-5) : 411 - 430
  • [8] IDMA vs. CDMA: Analysis and Comparison of Two Multiple Access Schemes
    Kusume, Katsutoshi
    Bauch, Gerhard
    Utschick, Wolfgang
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (01) : 78 - 87
  • [9] Leong WY, 2004, IEEE INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES 2004 (ISCIT 2004), PROCEEDINGS, VOLS 1 AND 2, P947
  • [10] A simple, unified approach to nearly optimal multiuser detection and space-time coding
    Li, P
    Wu, KY
    Liu, LH
    Leung, WK
    [J]. PROCEEDINGS OF 2002 IEEE INFORMATION THEORY WORKSHOP, 2002, : 53 - 56