期刊文献+

一种基于模糊神经网络的飞行控制系统设计 被引量:1

A Design of Flying Control System Based on Fuzzy Neural Network
在线阅读 下载PDF
导出
摘要 文章将模糊逻辑控制与神经网络结合使用,利用神经网络的自学习优势,采用误差反向传播算法,给出PI控制器的比例、积分参数,对模糊逻辑控制器的输出进行进一步调整.仿真结果表明,使系统具有更好的控制效果. Fuzzy logic control was combined with neural network in this paper.The self-learning advantage of neural network is utilized,and the error reverse promulgation was adopted,and proportional and integral parameters of PI controller were given.Output of fuzzy logic controller was regulated more by the parameters,and the simulation result showed the system have better control effect.
出处 《海军航空工程学院学报》 2007年第6期622-624,共3页 Journal of Naval Aeronautical and Astronautical University
关键词 模糊控制 神经网络 飞控系统 fuzzy control neural network flying control system
  • 相关文献

参考文献5

二级参考文献19

  • 1吴梅,晋玉强,胡云安.非线性自适应神经网络控制器设计[J].海军航空工程学院学报,2002,17(4):417-421. 被引量:4
  • 2王旭东,邵惠鹤,范懋基.改进的RBF神经元网络及其应用[J].上海交通大学学报,1996,30(4):132-136. 被引量:14
  • 3窦振中.模糊逻辑控制技术及其应用[M].北京:北京航空航天大学出版社,1997..
  • 4曾颖超 陆敏峰.战术导弹弹道与姿态动力学[M].西安:西北工业大学出版社,1991.172-194.
  • 5徐昕 李涛 等.MATLAB工具箱应用指南[M].北京:电子工业出版社,2000..
  • 6[2]Robinet etc. Moving Mass Trim Control for Aerospace Vehicles[J]. Journal of Guidance, Control, and Dynamics,1996,19(5): 1064-1070
  • 7[3]Yam Y, Mingori D L, Halsmer D M. Stability of a spinning axisymmetric rocket with dissipative internal mass motion[J]. Journal of Guidance, Control and Dynamics,1997,20(2):306-311
  • 8[4]S.Commuri, F.L.Lewis.CMAC Neural Networks for Control of Nonlinear Dynamical System:Structure Stability and Passivity[J].Automatica.1997,33(4):635-641
  • 9[5]JUNHGONG NIE, D.A.LINKENS.FCMAC:a Fuzzified Cerebillar Model Articulation Controller with Self-organizing[J].Automatica.1994,30(4):655-664
  • 10[7]David Campagna Dr.Gordon Kraft, Stability Analysis of Open-loop Learning in CMAC Neural Networks[J].American Contorl Conference Seatitle, Washton.June.1995:852-856

共引文献9

同被引文献7

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部