• DocumentCode
    681768
  • Title

    Tracking high-speed source based on moving source acoustic field model in shallow ocean environment

  • Author

    Jinyan Du ; Yi Zheng ; Chao Sun ; Zongwei Liu ; Yixin Yang

  • Author_Institution
    Inst. of Oceanogr. Instrum., Qingdao, China
  • fYear
    2013
  • fDate
    23-27 Sept. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The model-based approach was usually used to iteratively update the source location and acoustic field parameters to overcome the mismatch problem that plagued the matched-field processing (MFP) method in target tracking and localization in an ocean environment. But there are several drawbacks in the existing work such as low-speed target tracking limitation and large computation burden. A source tracking method based on acoustic field model of a moving source is proposed to tracking high-speed target. And the application of the unscented Kalman filter (UKF) as the state estimator reduces the computational complexity. Computer simulations and experimental data processing under a typical shallow ocean environment are performed, indicating the effectiveness of the proposed method.
  • Keywords
    Kalman filters; acoustic field; nonlinear filters; oceanographic techniques; target tracking; MFP method; UKF; high-speed source tracking; matched-field processing method; moving source acoustic field model; shallow ocean environment; target tracking; unscented Kalman filter; Acceleration; Acoustics; Computational modeling; Mathematical model; Oceans; System-on-chip; Target tracking; SWellEx-96; UKF; moving source acoustic field model; shallow ocean; source tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Oceans - San Diego, 2013
  • Conference_Location
    San Diego, CA
  • Type

    conf

  • Filename
    6741032