期刊文献+

6-PRRS并联机器人的小脑模型神经网络控制

Cerebellar model articulation controller on 6-PRRS parallel robot
下载PDF
导出
摘要 设计了小脑神经网络控制器。采用分散控制策略利用小脑神经网络来消除并联机器人控制系统非线性、耦合的影响及学习系统的不确定信息,作为前馈补偿使系统跟踪误差快速收敛;并采用PID作为反馈控制,保证系统的稳定性,从而实现6-PRRS并联机器人的快速、稳定轨迹跟踪。 This controller uses distributed control strategy and employs cerebellar model articulation controller(CMAC),which used as feedforward controller to assure to converge of tracking error as quickly as possible,to clear the affection of nonlinear and coupling and learn the uncertain information of parallel robot plan.The stability of system is achieved by a proportional-integratederivative(PID) controller in the feedback path.So implement the trajectory tracking of 6-PRRS parallel robot fast and steadily.
出处 《微型机与应用》 2010年第19期70-72,共3页 Microcomputer & Its Applications
基金 中国民航大学科研启动基金(09QD09S)
关键词 并联机器人 小脑模型神经网络 轨迹跟踪控制 parallel robot CMAC trajectory tracking control
  • 相关文献

参考文献6

二级参考文献13

  • 1韩京清,王伟.非线性跟踪─微分器[J].系统科学与数学,1994,14(2):177-183. 被引量:410
  • 2韩京清.非线性PID控制器[J].自动化学报,1994,20(4):487-490. 被引量:229
  • 3申铁龙.机器人鲁棒控制基础 [M].北京:清华大学出版社,1999.. 被引量:1
  • 4[1]Dasgupta B, Mruthyunjaya T S. The stewart platform manipulator: a review[J]. Mechanism and Machine Theory, 2000, 35(2): 15-40. 被引量:1
  • 5[2]Honegger M, Brega R, Schweitzer G. Application of a nonlinear adaptive controller to a 6 DOF parallel manipulator[A]. Proc of the 2000 IEEE International Conference on Robotics and Automation[C]. San Francisco: Hoes Lane, 2000. 1 930-1 935. 被引量:1
  • 6[5]Ku C C, Lee K Y, Edwards R M. Improved nuclear reactor temperature control using diagonal recurrent neural networks[J]. IEEE Transactions on Nuclear Science, 1992, 39(6): 2 298-2 308. 被引量:1
  • 7Ronen Ben Horin, Moshe Shoham, Shlomo Djerassi.Kinematics, dynamics and construction of a planarly actuated parallel robot[J]. Robotics and Computer-inte-grated Manufacturing, 1998,14:163-172. 被引量:1
  • 8Su Y X, Duan B Y. The application of Stewart platform in the large spherical radio telescope[J]. J of Robotic Systems, 2000,17 (7) ; 375-383. 被引量:1
  • 9Charles C Nguyen, Sami S Antrazi, Zhou Zhenlei.Adaptive control of a stewart platform-based manipulator[J]. J of Robotic Systems, 1993,10(5):657-687. 被引量:1
  • 10Dong Hwan Kim, Jiyoon Kang, Kyoil Lee. Robust tracking control design for a 6 DOF parallel manipulator[J]. J of Robotic Systems, 2000,17 (10) : 527-547. 被引量:1

共引文献42

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