• DocumentCode
    1584774
  • Title

    Study of Detection Technique Simulation of High Resolution Radar Based on BP Neural Network

  • Author

    Hou Xuan ; He Mingyi

  • Author_Institution
    Northwestern Polytech. Univ., Xian
  • Volume
    1
  • fYear
    2007
  • Firstpage
    426
  • Lastpage
    430
  • Abstract
    Technology applying neural network to detection of high resolution radar is advised. Firstly, it analyses the principle of detection technique of high resolution radar and the conception of "distance corridor". Secondly, it introduces the basal principle of BP algorithm. The principle and structure of three layers BP neural network is analysed. Thirdly, the detection technology and algorithm of high resolution radar based on BP neural network is researched. The result of research of target detection technology based on BP neural network possesses superperformance, which is in view of four distance corridor and ten distance corridor, which are the neural network that possesses four input neurons and ten input neurons. At last, the research is carried out by Matlab, the result are visible and understandable.
  • Keywords
    neural nets; object detection; radar detection; BP neural network; Four Distance Corridor; Ten Distance Corridor; high resolution radar detection; target detection technology; Clutter; Image resolution; Neural networks; Neurons; Object detection; Radar detection; Radar imaging; Radar scattering; Shape; Signal resolution; BP; Error Back Proragation Algorithm; High Resolution Radar; Neural Network; One Dimensional Range Image; Targets Detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2007. ICNC 2007. Third International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2875-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2007.684
  • Filename
    4344227