Whitening-Rotation-Based Semi-Blind Estimation of MIMO FIR Channels

被引:0
|
作者
Zhang, Qingwu [1 ]
Zhu, Wei-Ping [1 ]
Meng, Qingmin [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Inst Signal Proc & Transmiss, Nanjing 210003, Peoples R China
关键词
MIMO FIR channels; channel estimation; whitening-rotation; semi-blind; IDENTIFICATION; SYSTEMS;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a new semi-blind algorithm is presented for the estimation of Multiple-Input Multiple-Output (MIMO) Finite Impulse Response (FIR) channels. First, by using the MIMO linear prediction (LP), the whitening matrix is estimated blindly from the received data. The rotation matrix is then estimated by employing pilot symbols. The proposed method is validated through computer simulation-based experimentations, showing a high estimation accuracy as compared to the LS method in terms of the MSE of the channel estimate.
引用
收藏
页码:1300 / 1303
页数:4
相关论文
共 50 条
  • [31] SEMI-BLIND CHANNEL ESTIMATION IN MIMO COMMUMICATION BY TENSOR FACTORIZATION
    Abadi, Bahador Makki
    Sarrafzadeh, Amir
    Ghaderi, Foad
    Sanei, Saeid
    2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 313 - +
  • [32] Semi-blind Channel Estimation for Multiuser Massive MIMO Systems
    Nayebi, Elina
    Rao, Bhaskar D.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (02) : 540 - 553
  • [33] BER Analysis of Semi-blind Channel Estimation in MIMO Systems
    Do, Dinh-Thuan
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2013, 6 (01): : 57 - 62
  • [34] A Semi-Blind Channel Estimation Algorithm for Massive MIMO Systems
    Mawatwal, Khushboo
    Sen, Debarati
    Roy, Rajarshi
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2017, 6 (01) : 70 - 73
  • [35] BER analysis of semi-blind channel estimation in MIMO systems
    Dept. of Communications Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam
    Int. J. Future Gener. Commun. Networking, 2013, 1 (57-62):
  • [36] EM-based semi-blind estimation of time-varying channels
    Mazet, L
    Buzenac-Settineri, W
    de Courville, M
    Duhamel, P
    2003 4TH IEEE WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS - SPAWC 2003, 2004, : 205 - 209
  • [37] Deterministic quadratic semi-blind FIR multichannel estimation: Algorithms and performance
    de Carvalho, E
    Slock, D
    2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 2553 - 2556
  • [38] Bayesian Semi-Blind FIR Channel Estimation Algorithms in SIMO Systems
    Omar, Samir-Mohamad
    Slock, Dirk T. M.
    Bazzi, Oussama
    SPAWC 2011: 2011 IEEE 12TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 2011, : 421 - 425
  • [39] Recursive semi-blind equalizer for time-varying MIMO channels
    Enescu, M
    Sirbu, M
    Koivunen, V
    2001 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, 2001, : 289 - 292
  • [40] Semi-Blind Key-Agreement over MIMO Fading Channels
    Renna, Francesco
    Bloch, Matthieu
    Laurenti, Nicola
    2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2011,