Blind multiuser detection for asynchronous MC-CDMA systems without channel estimation

被引:9
|
作者
Zhang, GN [1 ]
Bi, G [1 ]
Zhang, LR [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
关键词
blind multiuser detection; cross-correlation matrix; decorrelating detector; intersymbol information (ISI); multicarrier code-division multiple-access (MC-CDMA);
D O I
10.1109/TVT.2004.830958
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 blind adaptive decorrelating detector for asynchronous multicarrier code-division multiple-access (MC-CDMA) systems with Rayleigh-fading channels. This detector is derived by making use of the cross-correlation matrix between the consecutively received signals. The main attraction of the detection algorithm is its simplicity, since the detector can be implemented blindly without channel estimation, except for the synchronization of the desired user. To implement the proposed detector, a new adaptive subspace-tracking algorithm for any Hamiltonian matrices is developed, while the previously reported subspace-tracking methods can only estimate the subspace of a positive Hamiltonian matrix. Since a common drawback of the multiuser detector based on the subspace method is the existence of a phase factor that usually deteriorates the performance of the detector, a new method is developed to compensate for the phase of the proposed detector, based on the property of the complex white Gaussian noise. Results of extensive computer simulations show the performance improvement of the proposed detector.
引用
收藏
页码:1001 / 1013
页数:13
相关论文
共 50 条
  • [1] Subspace based blind multiuser detection for asynchronous MC-CDMA systems
    Lin, LL
    2005 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING PROCEEDINGS, VOLS 1 AND 2, 2005, : 639 - 643
  • [2] Blind multiuser detection for MC-CDMA systems
    Darsena, D
    Gelli, G
    Paura, L
    Verde, F
    THIRTY-SIXTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS - CONFERENCE RECORD, VOLS 1 AND 2, CONFERENCE RECORD, 2002, : 1419 - 1423
  • [3] Blind multiuser channel estimation in asynchronous CDMA systems
    Torlak, M
    Xu, GG
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (01) : 137 - 147
  • [4] Channel Parameters Estimation for Multiuser MIMO MC-CDMA Systems
    Chou, You-Ren
    Ueng, Fang-Biau
    Chang, Yu-Kuan
    2013 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING (PACRIM), 2013, : 120 - 124
  • [5] Frequency offset estimation and multiuser detection for MC-CDMA systems
    Seo, B
    Kim, HM
    2002 MILCOM PROCEEDINGS, VOLS 1 AND 2: GLOBAL INFORMATION GRID - ENABLING TRANSFORMATION THROUGH 21ST CENTURY COMMUNICATIONS, 2002, : 804 - 807
  • [6] Robust channel estimation and multiuser detection for MC-CDMA systems under narrowband interference
    Cheng, H.
    Chan, S. C.
    Zhang, Z. G.
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2008, 52 (02): : 165 - 180
  • [7] Robust channel estimation and multiuser detection for MC-CDMA systems under narrowband interference
    Cheng, H.
    Zhang, Z. G.
    Chan, S. C.
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 1563 - +
  • [8] Blind source separation for multiuser detection in MIMO MC-CDMA systems
    Iglesia, DI
    Dapena, A
    Escudero, CJ
    2004 IEEE 15TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOLS 1-4, PROCEEDINGS, 2004, : 2925 - 2929
  • [9] Blind multiuser detection for MC-CDMA with antenna array
    Zhang, Xiaofei
    Feng, Gaopeng
    Gao, Xin
    Xu, Dazhuan
    COMPUTERS & ELECTRICAL ENGINEERING, 2010, 36 (01) : 160 - 168
  • [10] Asynchronous uplink MC-CDMA with multiuser detection and frequency offset
    Jang, WM
    Lee, MW
    8th International Conference on Advanced Communication Technology, Vols 1-3: TOWARD THE ERA OF UBIQUITOUS NETWORKS AND SOCIETIES, 2006, : U1775 - U1780