Welcome to Journal of Beijing Institute of Technology
Volume 16Issue 4
.
Turn off MathJax
Article Contents
WANG Jian-zhong, JI Jiang-tao, WANG Hong-ru. Grey Prediction Fuzzy Control of the Target Tracking System in a Robot Weapon[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2007, 16(4): 424-429.
Citation: WANG Jian-zhong, JI Jiang-tao, WANG Hong-ru. Grey Prediction Fuzzy Control of the Target Tracking System in a Robot Weapon[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2007, 16(4): 424-429.

Grey Prediction Fuzzy Control of the Target Tracking System in a Robot Weapon

Funds:the Ministerial Level Advanced Research Foundation (061103)
  • Received Date:2006-11-10
  • Grey modeling can be used to predict the behavioral development of a system and find out the lead control values of the system. By using fuzzy inference, PID parameters can be adjusted on line by the fuzzy controller with PID parameters self-tuning. According to the characteristics of target tracking system in a robot weapon, grey prediction theory and fuzzy PID control ideas are combined. A grey prediction mathematical model is constructed and a fuzzy PID controller with grey prediction was developed. Simulation result shows fuzzy PID control algorithm with grey prediction is an efficient method that can improve the control equality and robustness of traditional PID control and fuzzy PID control, and has much better performance for target tracking.
  • loading
  • [1]
    Xiong Heguang,Xu Huazhong.Gr ey control[M] .Beijing:National Defence Industr y Press,2005.(in Chinese)
    [2]
    Deng Julong.Grey system theory tuto rial[M] .Wuhan:Huazhong T echnolog y and Engineering U niversity Press,1990.(in Chinese)
    [3]
    Sun Zengqi,Zhang Zaixing,Deng Zhidong.I ntelligentcontrol theo ry and technology[M] .Beijing:T singhua Univ ersity Pr ess,1997.(in Chinese)
    [4]
    L iu Sifeng,Dang Y aog uo,F ang Zhigeng.G rey systemtheor y and its applications[M] .Beijing:Science Press,2004.(in Chinese)
    [5]
    Wang Dong feng,Han Pu,Han Wei,et al.T y pical greypredictio n control methods and simulation studies[C] +Proceeding s of M achine L ear ning and Cybernetics,Xian.[S.l.] :IEEE,2003:513-518.(in Chinese)
    [6]
    Chen T semin,Luo R en C.M obile tar get tracking usinghierarchical grey fuzzy motion decision making method[C] +Proceedings of Robotics and Automation,SanF rancisco.[S.l.] :IEEE,2000:2118-2123.
    [7]
    Pav lidis I,Papanikolopoulos N P.Automatic selection ofcontrol points for deformable model based target tracking[C] +Pro ceedings of Robotics and Auto mation,M inneapo lis,M innesota,U SA.[S.l.] :IEEE,1996:2915-2920.
    [8]
    L ee J W,Kim M S,Kw eon I S.A Kalman filter basedv isual tr acking algorithm for an object moving in 3D[C] +Intelligent Robots and Systems,Seoul,Korea.
    [S.l.] :I EEE/RSJ,1995:342-347.
    [9]
    Deng Julo ng.Grey prediction and grey decision making[M] .Wuhan:Huanzhong U niversit y of Science andT echnolog y Press,2002.(in Chinese)
    [10]
    Deng Julong.Gr ey theory basis[M] .W uhan:Huanzhong U niversity of Science and T echnolog y Press,2002.(in Chinese)
    [11]
    Deng Julong.Grey control system[M] .W uhan:Huazhong T echnolog y and Engineer ing U niversityPress,1993.(in Chinese)
    [12]
    Xiao Xinping,Song Zhongmin,L i Feng.Grey technology basis and its applications[M] .Beijing:SciencePress,2004.(in Chinese)
  • 加载中

Catalog

    通讯作者:陈斌, bchen63@163.com
    • 1.

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (137) PDF downloads(0) Cited by()
    Proportional views
    Related

    /

      Return
      Return
        Baidu
        map