Iterative (Turbo) soft interference cancellation and decoding for coded CDMA

被引:1348
|
作者
Wang, XD [1 ]
Poor, HV
机构
[1] Texas A&M Univ, Dept Elect Engn, College Stn, TX 77843 USA
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
coded CDMA; instantaneous MMSE filtering; multiuser detection; soft interference cancellation; Turbo processing;
D O I
10.1109/26.774855
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
The presence of both multiple-access interference (MAI) and intersymbol interference (ISI) constitutes a major impediment to reliable communications in multipath code-division multiple-access (CDMA) channels. In this paper, an iterative receiver structure is proposed for decoding multiuser information data in a convolutionally coded asynchronous multipath DS-CDMA system. The receiver performs two successive soft-output decisions, achieved by a soft-input soft-output (SISO) multiuser detector and a bank of single-user SISO channel decoders, through an iterative process, At each iteration, extrinsic information is extracted from detection and decoding stages and is then used as a priori information in the next iteration, just as in Turbo decoding, Given the multipath CDMA channel model, a direct implementation of a sliding-window SISO multiuser detector has a prohibitive computational complexity, A low-complexity SISO multiuser detector is developed based on a novel nonlinear interference suppression technique, which makes use of both soft interference cancellation and instantaneous linear minimum mean-square error filtering. The properties of such a nonlinear interference suppressor are examined, and an efficient recursive implementation is derived. Simulation results demonstrate that the proposed low-complexity iterative receiver structure for interference suppression and decoding Offers significant performance gain over the traditional noniterative receiver structure. Moreover, at high signal-to-noise ratio, the detrimental effects of MAI and ISI in the channel can almost be completely overcome by iterative processing, and single-user performance can be approached.
引用
收藏
页码:1046 / 1061
页数:16
相关论文
共 50 条
  • [1] A linear front end for iterative soft interference cancellation and decoding in coded CDMA
    Tarable, A
    Montorsi, G
    Benedetto, S
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2005, 4 (02) : 507 - 518
  • [2] A linear front end for iterative soft interference cancellation and decoding in coded CDMA
    Tarable, A
    Montorsi, G
    Benedetto, S
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-10, CONFERENCE RECORD, 2001, : 1 - 5
  • [3] Turbo soft interference cancellation for coded asynchronous DS/CDMA
    Cances, JP
    Mohammadkhani, GR
    Meghdadi, V
    [J]. ANNALS OF TELECOMMUNICATIONS, 2001, 56 (7-8) : 422 - 434
  • [4] Turbo soft interference cancellation for coded asynchronous ds-cdma system
    Mohammad-Khani, G
    Cances, J
    Meghdadi, V
    [J]. 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, : 4035 - 4035
  • [5] Iterative interference cancellation and decoding using a soft cancellation factor for DS-CDMA
    Howlader, MMK
    Woerner, BD
    [J]. 2000 IEEE 51ST VEHICULAR TECHNOLOGY CONFERENCE, PROCEEDINGS, VOLS 1-3, 2000, : 2076 - 2080
  • [6] Turbo coded MIMO multiplexing with iterative adaptive soft parallel interference cancellation
    Nakajima, A
    Garg, D
    Adachi, F
    [J]. VTC2004-FALL: 2004 IEEE 60TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-7: WIRELESS TECHNOLOGIES FOR GLOBAL SECURITY, 2004, : 1410 - 1414
  • [7] Turbo coded CDMA system with an interference cancellation technique
    Kwon, HC
    Kim, KJ
    Park, BH
    Whang, KC
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 1998, E81B (12) : 2326 - 2333
  • [8] Turbo interference cancellation/decoding with blind subspace iterative channel estimation for coded multi-carrier DS-CDMA
    Xu, GX
    Gan, LC
    Zhang, XL
    Huang, TX
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2005, 14 (02) : 314 - 318
  • [9] Multi-carrier CDMA with iterative decoding and soft-interference cancellation
    Kaiser, S
    Hagenauer, J
    [J]. GLOBECOM 97 - IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, CONFERENCE RECORD, VOLS 1-3, 1997, : 6 - 10
  • [10] Iterative (soft) interference cancellation and decoding for the uplink IS-95CDMA system
    Waxman, S
    Shamai, S
    [J]. IEEE VTC 53RD VEHICULAR TECHNOLOGY CONFERENCE, SPRING 2001, VOLS 1-4, PROCEEDINGS, 2001, : 1598 - 1602