期刊文献+

基于MATLAB的神经网络辨识与控制工具箱 被引量:6

Neural Network Based System Identification and Control Toolboxes in Matlab Environment
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摘要 该文简单介绍了基于MATLAB的NNSYSID、NNCTRL神经网络辨识与控制工具箱 ,详细说明了工具箱中用于系统辨识的函数和用于控制器设计的函数。 In this paper,we briefly introduce two toolboxes of neural network based identification and control of nonlinear dynamical systems in the MATLAB environment, and give a extensively overview of the entire collection of toolbox functions which used to identify and control nonlinear system. At last we give a concrete example to illustrate how to design neuro-identifier and neuro-controller with the toolboxes.
出处 《计算机仿真》 CSCD 2003年第3期72-74,14,共4页 Computer Simulation
关键词 MATLAB 神经网络 控制工具箱 非线性控制系统 系统辨识 Neural network Nonlinear system identification Control
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参考文献2

  • 1[1]M Norgaard. Neural Network Based System Identification Toolbox[R].Tech. Report. 00- E- 891, Department of Automation, Technical University of Denmark, 2000.
  • 2[2]M Norgaard. NNSYSID and NNCTRL tools for system identification and control with neural network[J]. Computing & Control Engineering Journal. 2001,12(1) :29 - 36.

同被引文献27

  • 1周日贵,姜楠,丁秋林.量子Hopfield神经网络及图像识别[J].中国图象图形学报,2008,13(1):119-123. 被引量:5
  • 2王桂娟,徐红东,王佐勋,许强,张元国.基于MATLAB仿真的神经网络控制器的设计与实现[J].系统仿真学报,2005,17(3):742-745. 被引量:22
  • 3孙运瑛,夏红霞,尚钢,钟珞.面向神经网络的程序设计环境[J].武汉工业大学学报,1996,18(4):80-83. 被引量:2
  • 4Lennart Ljung, Black box model from input out put measurement [C]// IEEE Instrumentation and Measurement Technology Conferencel.Budapest, Hungary, 2001:21-23.
  • 5M Norgaard. NNSYSID and NNCTRL tools for system identification and control with neural network [J]. Computing Control Engineering Journal (S0956-3385), 2001, 12(1): 29-36.
  • 6Ljung, Lennard. Theory and practice of recursive identification [M]. The MIT press, 1983.
  • 7杨婷婷.类神经网路动态飞行参数验证.台湾:国立成功大学,2007.
  • 8Ghosh A K,Raisinghani S C.Parameter estimation from flight data ofan unstable aircraft using neural networks.Journal of Aircraft,2002;35(5):892-894.
  • 9Ghosh A K,Raisinghani S C,Pataki L K.Aircraft parameter estima-tion using neural network based algorithm.AIAA-2009-5941,2009.
  • 10Ghosh A K,Raisinghani S C,Khubchandani S.Estimation of aircraftlateral-directional parameters using neural metworks.Journal of Air-craft,1998;35(6):876-881.

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