• DocumentCode
    3405033
  • Title

    A novel higher order cyclic cumulant based direction finding algorithm in multipath

  • Author

    Jiang, Hong ; Wang, Shu Xun ; Lu, Hai Jun

  • Author_Institution
    Coll. of Commun. Eng., Jilin Univ., Changchun, China
  • Volume
    1
  • fYear
    2004
  • fDate
    31 Aug.-4 Sept. 2004
  • Firstpage
    411
  • Abstract
    We develop a novel higher order cyclic cumulant based direction finding algorithm in multipath. Firstly, three fourth-order cyclic cumulant matrices of the received signals are constructed and the generalized steering vector is estimated, then forward-backward linear prediction (FBLP) method with subarrays is used to resolve the DOAs of each group of coherent signals of interest (SOIs), which can improve resolution of closely spaced coherent signals in small data length. The simulations show the advantages of the proposed method compared with the EVESPA algorithm. Unlike EVESPA algorithm, the total number of signals (SOIs and interferences) impinging on the array can be more than 2K(K-1)/3 with K-sensor uniform linear subarray and a maximum of 2K(K-1)/3 coherent SOIs can be resolved. The capability of noise-suppression and signal-selectivity in multipath environment of mobile communications is improved.
  • Keywords
    array signal processing; direction-of-arrival estimation; higher order statistics; interference suppression; mobile communication; radio direction-finding; ESPIRIT algorithm; K-sensor uniform linear subarray; coherent signals of interest; direction finding algorithm; forward-backward linear prediction method; fourth-order cyclic cumulant matrices; generalized steering vector; higher order cyclic cumulant; mobile communication; noise-suppression; signal-selectivity; Antennas and propagation; Direction of arrival estimation; Directive antennas; Higher order statistics; Interference; Quantum cascade lasers; Reflector antennas; Signal processing algorithms; Signal resolution; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
  • Print_ISBN
    0-7803-8406-7
  • Type

    conf

  • DOI
    10.1109/ICOSP.2004.1452669
  • Filename
    1452669