• DocumentCode
    1310991
  • Title

    Space-Time Coding for MIMO Radar Detection and Ranging

  • Author

    Jajamovich, Guido H. ; Lops, Marco ; Wang, Xiaodong

  • Author_Institution
    Electr. Eng. Dept., Columbia Univ., New York, NY, USA
  • Volume
    58
  • Issue
    12
  • fYear
    2010
  • Firstpage
    6195
  • Lastpage
    6206
  • Abstract
    Space-time coding (STC) has been shown to play a key role in the design of MIMO radars with widely spaced antennas: In particular, rank-one coding amounts to using the multiple transmit antennas as power multiplexers, while full-rank coding maximizes the transmit diversity, compromises between the two being possible through rank-deficient coding. In detecting a target at known distance and Doppler frequency, no uniformly optimum transmit policy exists, and diversity maximization turns out to be the way to go only in a (still unspecified) large signal-to-noise ratio region. The aim of this paper is to shed some light on the optimum transmit policy as the radar is to detect a target at an unknown location: To this end, at first the Cramér-Rao bounds as a function of the STC matrix are computed, and then waveform design is stated as a constrained optimization problem, where now the constraint concerns also the accuracy in target ranging, encapsulated in the Fisher Information on the range estimate. Results indicate that such accuracy constraints may visibly modify the required transmit policy and lead to rank-deficient STC also in regions where pure detection would require pursuing full transmit diversity.
  • Keywords
    Doppler shift; MIMO radar; diversity reception; optimisation; radar antennas; radar detection; space-time codes; transmitting antennas; Cramér-Rao bounds; Doppler frequency; MIMO radar detection; STC matrix; constrained optimization problem; fisher information; full-rank coding; multiple transmit antennas; optimum transmit policy; power multiplexers; rank-deficient coding; rank-one coding; signal-to-noise ratio region; space-time coding; spaced antennas; target ranging; transmit diversity maximization; waveform design; Accuracy; Delay; Encoding; MIMO radar; Optimization; Signal to noise ratio; Transmitting antennas; Diversity-integration tradeoff; MIMO radar; parameter estimation; radar detection; space time codes;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2010.2072923
  • Filename
    5560845