• DocumentCode
    1669680
  • Title

    Enhanced multistatic active sonar signal processing

  • Author

    Kexin Zhao ; Junli Liang ; Karlsson, Johan ; Jian Li

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
  • fYear
    2013
  • Firstpage
    3861
  • Lastpage
    3865
  • Abstract
    This paper focuses on two signal processing aspects of multistatic active sonar systems, namely enhanced range-Doppler imaging and improved target parameter estimation. The main contributions of this paper are: i) a hybrid dense-sparse method is proposed to generate range-Doppler images with both low sidelobe levels and high accuracy; ii) a generalized K-Means clustering (GKC) method for target association is developed to associate the range measurements from different transmitter-receiver pairs; iii) the extended invariance principle-based weighted least-squares (EXIP-WLS) method is developed for accurate target position and velocity estimation. The effectiveness of the proposed multistatic active sonar system is verified using numerical examples.
  • Keywords
    Doppler effect; distance measurement; least squares approximations; parameter estimation; pattern clustering; sonar imaging; EXIP-WLS method; GKC method; enhanced multistatic active sonar signal processing; enhanced range-Doppler imaging; extended invariance principle-based weighted least-squares method; generalized K-Means clustering method; hybrid dense-sparse method; improved target parameter estimation; low sidelobe levels; range measurements; range-Doppler image generation; target association; target position estimation; target velocity estimation; transmitter-receiver pairs; Doppler effect; Estimation; Imaging; Receivers; Sonar; Transmitters; Vectors; Multistatic active sonar; extended invariance principle-based weighted least-squares method; generalized KMeans clustering method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6638381
  • Filename
    6638381