• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Mu Xiaojiang (Mu Xiaojiang.) | Chen Yangzhou (Chen Yangzhou.) (学者:陈阳舟)

收录:

CPCI-S EI Scopus

摘要:

A neural sliding mode controller is presented for trajectory tracking control of multi-link robots with uncertain external disturbances and system model errors. This approach gives a new global sliding mode manifold for the second-order multi-link robots, which enable system trajectory to run on the sliding mode manifold at the initial states and eliminate the reaching phase of conventional sliding mode control. Robustness for system dynamics is guaranteed over all the response time. A radial basis function neural network (RBFNN) is employed to eliminate chattering of global sliding mode control, and enforce the sliding mode motion by its learning the upper bound of model errors and uncertain disturbances. Moreover, the stability of the controller is proven by Lyapunov function. Simulation results verify the validity of the control scheme.

关键词:

Chattering Global sliding mode control Model error Neural network Sliding mode manifold

作者机构:

  • [ 1 ] [Mu Xiaojiang]Beijing Univ Technol, Elect Informat & Control Engn Coll, Beijing 100022, Peoples R China
  • [ 2 ] [Chen Yangzhou]Beijing Univ Technol, Elect Informat & Control Engn Coll, Beijing 100022, Peoples R China

通讯作者信息:

  • [Mu Xiaojiang]Beijing Univ Technol, Elect Informat & Control Engn Coll, Beijing 100022, Peoples R China

查看成果更多字段

相关关键词:

来源 :

2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11

年份: 2008

页码: 3513-3517

语种: 英文

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次: 7

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 0

归属院系:

在线人数/总访问数:828/3916315
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司