摘要
把自适应的概念和神经网络理论相结合,本文提出了采用神经网络的分散自适应控制算法。系统中的神经网络用作辨识和控制器,这个算法适用于一类时变非线性离散系统。对算法的稳定性进行了分析。
Combining the theory of neural networks with the concept of adaptation, This paper presents a decentralized adaptive control algorithm using neural networks. The neural networks in this system are employed to predict the plant and used as a controller. This algoriothm can be appllied to a class of nonlinear discrete systems. The stablilty of the system is also analysed. Simulation example shows the effectness of the proposed method.
基金
国家自然科学基金
关键词
自适应控制
分散自适应控制
非线性离散系统
neural networks, prediction, controller, Adaptive control, Decentraliyed adaptive control