• DocumentCode
    693069
  • Title

    Spatial time-frequency MUSIC algorithm in α stable distribution noise environment

  • Author

    Long Junbo ; Zha Daifeng ; Wang Haibin

  • Author_Institution
    Coll. of Electron. & Eng., Jiujiang Univ., Jiujiang, China
  • fYear
    2013
  • fDate
    20-22 Dec. 2013
  • Firstpage
    3504
  • Lastpage
    3508
  • Abstract
    The α stable distribution has been suggested as a more appropriate model in the field of Direction of Arrival(DOA) estimation of non-stationary array signals processing. DOA estimation mean-squared error(MSE) of ROC-MUSIC, FLOM-MUSIC based on Fractional Low Order Moment(FLOM) matrices and STF-MUSIC based on Spatial Time-Frequency Matrices(STFDM) was greater in low GNSR α stable distribution environment, resolution was lower. Hence, a new Time-Frequency FLOM-MUSIC(TF-FLOM-MUSIC) method employed FLOM-STFDM was proposed, procedures of algorithm was introduced in this paper. Simulations show that the technique demonstrate the advantages in terms of resolution and MSE than TF-MUSIC and FLOM-MUSIC, was robust.
  • Keywords
    array signal processing; direction-of-arrival estimation; mean square error methods; signal classification; time-frequency analysis; α stable distribution noise environment; DOA estimation; GNSR; MSE; ROC-MUSIC; STFDM; direction of arrival estimation; fractional low order moment matrix; mean-squared error; multiple signal classification; nonstationary array signal processing; spatial time-frequency MUSIC algorithm; spatial time-frequency matrix; time-frequency FLOM-MUSIC; Covariance matrices; Direction-of-arrival estimation; Estimation; Multiple signal classification; Noise; Signal processing algorithms; Time-frequency analysis; Alpha (α) stable distribution; Fractional Low Order Statistic; Spatial Time-Frequency Distribution Matrices; Time-Frequency MUSIC;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
  • Conference_Location
    Shengyang
  • Print_ISBN
    978-1-4799-2564-3
  • Type

    conf

  • DOI
    10.1109/MEC.2013.6885613
  • Filename
    6885613