• DocumentCode
    603728
  • Title

    High accuracy three-dimensional radar sensor design based on fuzzy logic control approach

  • Author

    Lilin Guo ; Galarza, L. ; Fan, Jintao ; Chiu Choi

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Florida Int. Univ., Miami, FL, USA
  • fYear
    2013
  • fDate
    11-11 March 2013
  • Firstpage
    22
  • Lastpage
    26
  • Abstract
    A radar sensor is used to determine the speed of a moving object. This function is made possible by the Doppler effect. However, relying on single radar sensor can have some shortcomings; for instance, (1) A single radar sensor can only accurately measure the speed of a target that is moving either directly towards or away from the sensor, and (2) Only one reading from each trigger can be obtained. In this paper, a novel three-dimensional radar system is proposed to address these disadvantages in target tracking. Furthermore, a fuzzy logic controller is proposed to minimize the error between the measured and actual speed. Experimental results show that such a system can improve tracking of the object with 10X better in error reduction in terms of accuracy and signal noise.
  • Keywords
    fuzzy control; sensors; target tracking; Doppler effect; fuzzy logic control approach; radar sensor design; target tracking; three-dimensional radar system; Doppler effect; Doppler radar; Fuzzy logic; Measurement uncertainty; Radar measurements; Trajectory; Doppler Effect; Fuzzy Logic Controller; Radar System; Target Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Theory (SSST), 2013 45th Southeastern Symposium on
  • Conference_Location
    Waco, TX
  • ISSN
    0094-2898
  • Print_ISBN
    978-1-4799-0037-4
  • Type

    conf

  • DOI
    10.1109/SSST.2013.6524941
  • Filename
    6524941