Adaptive neural control for uncertain systems subject to actuator failure

作者：Jia, Tinggang; Zou, Yuanyuan^*; Niu, Yugang

来源：Neurocomputing, 2011, 74(18): 3753-3759.

DOI：10.1016/j.neucom.2011.06.030

• Adaptive control
• Neural network
• Actuator failure
• Unknown nonlinear function

In this paper, the design of controller based on neural network is investigated for a class of uncertain systems subject to actuator failures. An adaptive neural controller is designed by utilizing the approximation technique of neural network. The key feature in this work is to remove the requirement on the boundedness of unknown nonlinear functions that is usually encountered in the existing works. Moreover, sufficient conditions are derived such that the closed-loop system is robustly stable. Finally, numerical simulation results are given.

• 出版日期2011-11
• 单位华东理工大学