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论文类型：期刊论文

发表时间：2010-09-01

发表刊物：International Journal of Modelling, Identification and Control

收录刊物：EI、Scopus

卷号：11

期号：1-2

页面范围：130-135

ISSN号：17466172

摘要：A robust adaptive control based on orthogonal neural network (ONN) is presented for robot manipulators in this paper. The adaptive controller constructed by Legendre orthogonal function neural network has some advantages such as simple structure and fast convergence speed. The adaptive learning law of orthogonal neural network is derived to guarantee that the adaptive weight errors and tracking errors are bounded by using Lyapunov stability theory. Simulation results on a two-link robot manipulator validate the control scheme. Copyright ? 2010 Inderscience Enterprises Ltd.