A Semiblind Two-Way Training Method for Discriminatory Channel Estimation in MIMO Systems

被引:32
|
作者
Yang, Junjie [1 ]
Xie, Shengli [1 ]
Zhou, Xiangyun [2 ]
Yu, Rong [1 ]
Zhang, Yan [3 ,4 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Guangdong, Peoples R China
[2] Australian Natl Univ, Res Sch Engn, Canberra, ACT 0200, Australia
[3] Simula Res Lab, N-1364 Fornebu, Norway
[4] Univ Oslo, Dept Informat, N-0373 Oslo, Norway
基金
澳大利亚研究理事会;
关键词
Two-way training; discriminatory channel estimation (DCE); semiblind approach; pilot contamination attack; ARTIFICIAL-NOISE; FADING CHANNELS; DIFFERENTIAL MODULATION; TRANSMISSION; SECURITY; CAPACITY; DESIGN;
D O I
10.1109/TCOMM.2014.2326394
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
Discriminatory channel estimation (DCE) is a recently developed strategy to enlarge the performance difference between a legitimate receiver (LR) and an unauthorized receiver (UR) in a multiple-input multiple-output (MIMO) wireless system. Specifically, it makes use of properly designed training signals to degrade channel estimation at the UR, which in turn limits the UR's eavesdropping capability during data transmission. In this paper, we propose a new two-way training scheme for DCE through exploiting a whitening-rotation (WR) based semiblind method. To characterize the performance of DCE, a closed-form expression of the normalized mean squared error (NMSE) of the channel estimation is derived for both the LR and the UR. Furthermore, the developed analytical results on NMSE are utilized to perform optimal power allocation between the training signal and artificial noise (AN). The advantages of our proposed DCE scheme are twofold: 1) Compared with the existing DCE scheme based on the linear minimum mean square error (LMMSE) channel estimator, the proposed scheme adopts a semiblind approach and achieves better DCE performance; and 2) the proposed scheme is robust against active eavesdropping with the pilot contamination attack, whereas the existing scheme fails under such an attack.
引用
收藏
页码:2400 / 2410
页数:11
相关论文
共 50 条
  • [1] Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems
    Huang, Chao-Wei
    Chang, Tsung-Hui
    Zhou, Xiangyun
    Hong, Y. -W. Peter
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (10) : 2724 - 2738
  • [2] A Semiblind Discriminatory Channel Estimation Training Scheme in MIMO Two-Way Full Duplex Relay Networks
    Yang, Junjie
    Xie, Kan
    Zhang, Haochuan
    Yu, Rong
    [J]. 2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2015, : 360 - 365
  • [3] An Improved Two-Way Training for Discriminatory Channel Estimation via Semiblind Approach
    Yang, Junjie
    Yu, Rong
    Zhou, Xiangyun
    Zhang, Yan
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 4442 - 4447
  • [4] Two-Way Training Design for Discriminatory Channel Estimation in Wireless MIMO systems
    Huang, Chao-Wei
    Zhou, Xiangyun
    Chang, Tsung-Hui
    Hong, Y. -W. Peter
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2011,
  • [5] Training Based Two-Step Channel Estimation in Two-Way MIMO Relay Systems
    Chen, Huiming
    Lam, Wong-Hing
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (03) : 2193 - 2205
  • [6] Channel Estimation and Training Design for MIMO-OFDM Two-Way Relay Systems
    The-Hanh Pham
    Liang, Ying-Chang
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012,
  • [7] Two-Way Discriminatory Channel Estimation for Non-Reciprocal Wireless MIMO Channels
    Huang, Chao-Wei
    Chang, Tsung-Hui
    Zhou, Xiangyun
    Hong, Y. -W. Peter
    [J]. 2011 CONFERENCE RECORD OF THE FORTY-FIFTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS (ASILOMAR), 2011, : 202 - 206
  • [8] Superimposed Channel Training for Two-Way MIMO Relay Systems
    Chiong, Choo W. R.
    Rong, Yue
    Xiang, Yong
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS (IEEE ICCS 2012), 2012, : 21 - 25
  • [9] Channel Training Algorithms for Two-Way MIMO Relay Systems
    Chiong, Choo W. R.
    Rong, Yue
    Xiang, Yong
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (16) : 3988 - 3998
  • [10] Training Design and Two-stage Channel Estimation for Correlated Two-way MIMO Relay Systems
    Chen, Huiming
    Lam, Wong Hing
    [J]. 2016 EIGHTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN), 2016, : 307 - 312