• DocumentCode
    239762
  • Title

    Revised dynamic programming in Azimuth-Range-Doppler data

  • Author

    Yang Li ; Zaixin Yang ; Ning Zhang ; Wenyan Tang ; Ruiyang Liu

  • Author_Institution
    Dept. of Electron. Eng., Harbin Inst. of Technol., Harbin, China
  • fYear
    2014
  • fDate
    20-23 Aug. 2014
  • Firstpage
    210
  • Lastpage
    213
  • Abstract
    This paper addresses a TBD (track-before-detect) algorithm to detect moving targets based on the ARD (Azimuth-Range-Doppler) in the low SNR environment. This algorithm incorporates data preprocess in which the ARD data cells are processed with a low threshold CFAR(constant false alarm rate) filter to reduce number of cells using in the following dynamic programming and a lower time cost is achieved without detection loss. Besides detection comparison with another dynamic programming algorithm accumulated with state likelihood probability and Hough transform is carried out and the results reveals that the proposed dynamic programming algorithm outperforms the other two both in detection and speed.
  • Keywords
    Doppler shift; Hough transforms; dynamic programming; filtering theory; object detection; probability; ARD data cells; Hough transform; TBD algorithm; azimuth-range-Doppler data; constant false alarm rate filter; data preprocess; low SNR environment; low threshold CFAR filter; lower time cost; moving target detection; revised dynamic programming algorithm; state likelihood probability; track-before-detect algorithm; Algorithm design and analysis; Heuristic algorithms; Radar tracking; Signal processing algorithms; Target tracking; Transforms; ARD data; TBD; dynamic programming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing (DSP), 2014 19th International Conference on
  • Conference_Location
    Hong Kong
  • Type

    conf

  • DOI
    10.1109/ICDSP.2014.6900830
  • Filename
    6900830