• DocumentCode
    3128016
  • Title

    An algorithm for joint angle and frequency estimation in colored noise

  • Author

    Zhi-cheng, Zhang ; Yao-wu, Shi ; Hui, Zhang

  • Author_Institution
    Sch. of Commun. Eng., Jilin Univ., Changchun, China
  • Volume
    2
  • fYear
    2011
  • fDate
    4-7 Aug. 2011
  • Firstpage
    219
  • Lastpage
    222
  • Abstract
    In this paper, we consider the problem of simultaneously estimating the directions and frequencies of multiple signal sources arriving in an antenna array. We present an algorithm for joint angle-frequency estimation in colored noise. Through a special state-space model, we transfer the parameters estimated into system matrices of the state-space model. Constitute cross third-order cumulant to restrain Gaussian colored noise through auxiliary matrix. Then we use subspace method to get the estimation of the system matrices. The computational complexity of the algorithm is comparatively small compared with other joint estimation algorithms. The parameters estimated can be paired automatically moreover. Simulation results are presented to demonstrate the effectiveness of the algorithm.
  • Keywords
    Gaussian noise; antenna arrays; direction-of-arrival estimation; frequency estimation; matrix algebra; signal sources; Gaussian colored noise; angle-frequency estimation; antenna array; auxiliary matrix; multiple signal sources; state-space model; system matrices; Colored noise; Direction of arrival estimation; Estimation; Frequency estimation; Gaussian noise; Joints; DOA estimation; frequency estimation; joint estimation; state-space model; third-order cumulant;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Uncertainty Reasoning and Knowledge Engineering (URKE), 2011 International Conference on
  • Conference_Location
    Bali
  • Print_ISBN
    978-1-4244-9985-4
  • Electronic_ISBN
    978-1-4244-9984-7
  • Type

    conf

  • DOI
    10.1109/URKE.2011.6007875
  • Filename
    6007875