Adaptive critic-based neural networks for agile missile control

被引:13
|
作者
Han, DC [1 ]
Balakrishnan, SN [1 ]
机构
[1] Univ Missouri, Dept Mech & Aerosp Engn & Engn Mech, Rolla, MO 65409 USA
关键词
Aircraft - Equations of motion - Feedback control - Neural networks - Nonlinear systems - Optimization;
D O I
10.2514/2.4895
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Adaptive critic-based neural networks were discussed for agile missile control. The neural network solutions were obtained by using a pair of action and critic networks at each stage. The computational effort associated with the adaptive critic-based solutions is not prohibitive. It was observed that this computational technique is fairly general and applicable to a wide variety of problems.
引用
收藏
页码:404 / 407
页数:4
相关论文
共 50 条
  • [41] A neighboring optimal adaptive critic for missile guidance
    Dalton, J
    Balakrishnan, SN
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 1996, 23 (1-2) : 175 - 188
  • [42] Metamodeling and the Critic-based approach to multi-level optimization
    Werbos, Ludmilla
    Kozma, Robert
    Silva-Lugo, Rodrigo
    Pazienza, Giovanni E.
    Werbos, Paul J.
    [J]. NEURAL NETWORKS, 2012, 32 : 179 - 185
  • [43] Neural Network Adaptive Critic Control With Disturbance Rejection
    Wang, Ding
    Mu, Chaoxu
    Liu, Derong
    [J]. 2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 202 - 207
  • [44] Adaptive Inversion Control of Missile based on Neural Network and Particle Swarm Optimization
    Song, Shuzhong
    Liang, Kun
    Ma, Jianwei
    Yang, Danfeng
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS (ICAL), 2012, : 30 - 34
  • [45] Adaptive Neural Network Control Based on Nonlinear Disturbance Observer for BTT Missile
    Wang Tong
    Wang Qing
    Dong Chao-yang
    [J]. 2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 4952 - 4957
  • [46] Adaptive-Critic-Based Control of a Synchronous Generator in a Power System Using Biologically Inspired Artificial Neural Networks
    Dai, Jing
    Venayagamoorthy, Ganesh K.
    Harley, Ronald G.
    Deng, Yi
    Potter, Steve M.
    [J]. 2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,
  • [47] Adaptive critic neural networks for identification of wheeled mobile robot
    Hendzel, Zenon
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2006, PROCEEDINGS, 2006, 4029 : 778 - 786
  • [48] Critic-based Attention Network for Event-based Video Captioning
    Barati, Elaheh
    Chen, Xuewen
    [J]. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19), 2019, : 811 - 817
  • [49] Intelligent Missile Guidance by Using Adaptive Recurrent Neural Networks
    Wang, Chi-Hsu
    Chen, Chun-Yao
    [J]. 2014 IEEE 11TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2014, : 559 - 564
  • [50] Adaptive Control of a Wind Turbine Based on Neural Networks
    Azimi, Vahid
    Menhaj, Mohammad Bagher
    Fakharian, Ahmad
    [J]. 2013 13TH IRANIAN CONFERENCE ON FUZZY SYSTEMS (IFSC), 2013,