• DocumentCode
    463657
  • Title

    Low-Complexity Method for Transmit Beamforming in MIMO Radars

  • Author

    Aittomaki, Tuomas ; Koivunen, Visa

  • Author_Institution
    Signal Process. Lab., Helsinki Univ. of Technol., Espoo, Finland
  • Volume
    2
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    MIMO radar is a new concept in which radar employs multiple waveforms to improve its performance. Previously, a transmit beamforming method was proposed for MIMO radars. This method allows optimization of the beampattern by altering the cross-correlation matrix of the transmitted waveforms. The optimization is based on minimization of a cost function, but the use of numerical methods in the algorithm leads to high computational complexity. Here we propose a new cost function for the beampattern optimization. For linear arrays and typical beampatterns, this cost function can be evaluated in closed form, thus reducing the computational complexity considerably. Simulation examples demonstrate that the proposed cost function also leads to faster convergence and lower approximation error.
  • Keywords
    MIMO communication; computational complexity; matrix algebra; minimisation; radar transmitters; MIMO radars; beampattern optimization; computational complexity; cost function minimization; cross-correlation matrix; linear arrays; low-complexity method; multiple waveforms; transmit beamforming method; Approximation error; Array signal processing; Computational complexity; Computational modeling; Convergence; Cost function; MIMO; Minimization methods; Optimization methods; Radar; Array signal processing; MIMO systems; radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.366233
  • Filename
    4217406