• DocumentCode
    3777439
  • Title

    A fast wideband DOA (direction of arrival) estimation algorithm based on improved fourth-order cumulant

  • Author

    Huijing Dou; Xue Zhang; Qianlong Wang; Shaofei Zhang

  • Author_Institution
    College of Electronic and Control Engineering, Beijing University of Technology, China
  • Volume
    1
  • fYear
    2015
  • Firstpage
    1137
  • Lastpage
    1142
  • Abstract
    To solve the problem that the number of signal sources is more than the number of sensors when Gaussian colored noise exists, a fast wideband DOA estimation algorithm based on improved fourth-order cumulant is proposed. The complexity of the traditional fourth-order cumulant algorithm is high which influences the real-time demand. This paper proposes a fast algorithm to improve the traditional methods by eliminating the redundant information of the fourth-order cumulant, and it can reduce the computational complexity and the running time effectively. And the algorithm using the signal subspace method doesn´t need angle pre-estimation when constructing the focusing matrix, so it can improve the estimation accuracy obviously. The simulation results show the effectiveness and robustness of the algorithm.
  • Keywords
    "Wideband","Estimation","Focusing","Direction-of-arrival estimation","Array signal processing","Matrix decomposition","Frequency-domain analysis"
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Network Technology (ICCSNT), 2015 4th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICCSNT.2015.7490935
  • Filename
    7490935