• DocumentCode
    1757763
  • Title

    Spatial Sensing and Cognitive Radio Communication in the Presence of a K -User Interference Primary Network

  • Author

    Alizadeh, Ardalan ; Bahrami, Hamid Reza ; Maleki, Mehdi ; Sastry, Shivakumar

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Akron, Akron, OH, USA
  • Volume
    33
  • Issue
    5
  • fYear
    2015
  • fDate
    42125
  • Firstpage
    741
  • Lastpage
    754
  • Abstract
    We study the feasibility of cognitive radio (CR) communication in the presence of a K-user multi-input multi-output (MIMO) interference channel as the primary network. Assuming that the primary interference network has unused spatial degrees of freedom (DoFs) , we first investigate the sufficient condition on the number of antennas at the secondary transmitter under which the secondary system can communicate while causing no interference to the primary receivers. We show that, to maximize the benefit, the secondary transmitter should have at least the same number of antennas as the spatial DoFs of the primary system. We then derive the secondary precoding and decoding matrices to have zero interference leakage into the primary network while the signal-to-interference plus noise ratio (SINR) at the secondary receiver is maximized. As the success of the secondary communication depends on the availability of unused DoFs, we then propose a fast sensing method based on the eigenvalue analysis of the received signal covariance matrix to determine the availability of unused DoFs or equivalently spatial holes. Since the proposed fast sensing method cannot identify the indices of inactive primary streams, we also provide a fine sensing method based on the generalized likelihood ratio test (GLRT) to decide the absence of individual primary streams. Simulation results show that the proposed CR sensing and transmission scheme can, in practice, provide a significant throughput while causing no interference to the primary receivers, and that the sensing detects the spatial holes of the primary network with high detection probability.
  • Keywords
    MIMO communication; antenna arrays; cognitive radio; covariance matrices; decoding; eigenvalues and eigenfunctions; maximum likelihood detection; precoding; probability; radio receivers; radio spectrum management; radio transmitters; radiofrequency interference; wireless channels; CR communication; DoF; GLRT; K-user MIMO interference channel; K-user interference primary network; K-user multiinput multioutput interference channel; SINR; cognitive radio communication; degree of freedom; eigenvalue analysis; generalized likelihood ratio test; primary receiver; received signal covariance matrix; secondary decoding matrix; secondary precoding matrix; secondary transmitter; signal-to-interference plus noise ratio; spatial hole detection probability; spatial sensing; Decoding; Interference; Receivers; Sensors; Signal to noise ratio; Transmitters; Vectors; $K$-user MIMO interference channel; Cognitive radio; GLRT detector; K-user MIMO interference channel; eigenvalue-based sensing; interference alignment; null space sensing; null space sensing,; spatial holes;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/JSAC.2014.2361073
  • Filename
    6914570