• DocumentCode
    18542
  • Title

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

  • Author

    Junjie Yang ; Shengli Xie ; Xiangyun Zhou ; Rong Yu ; Yan Zhang

  • Author_Institution
    Sch. of Autom., Guangdong Univ. of Technol., Guangzhou, China
  • Volume
    62
  • Issue
    7
  • fYear
    2014
  • fDate
    Jul-14
  • Firstpage
    2400
  • Lastpage
    2410
  • Abstract
    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: 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 the proposed scheme is robust against active eavesdropping with the pilot contamination attack, whereas the existing scheme fails under such an attack.
  • Keywords
    MIMO communication; channel estimation; learning (artificial intelligence); mean square error methods; radio receivers; wireless channels; AN; DCE; LMMSE; LR; MIMO wireless system; NMSE; UR; WR method; artificial noise; closed-form expression; data transmission; discriminatory channel estimation; legitimate receiver; linear minimum mean square error; multiple-input multiple-output wireless system; normalized mean squared error; power allocation; semiblind two-way training method; unauthorized receiver; whitening-rotation method; Channel estimation; Contamination; MIMO; Matrix decomposition; Receivers; Training; Wireless communication; Two-way training; discriminatory channel estimation (DCE); pilot contamination attack; semiblind approach;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2014.2326394
  • Filename
    6819847