Adaptive switching control of discrete time nonlinear systems based on multiple models
Rui KAN
摘要：We use the approach of "optimal" switching to design the adaptive control because the design among multiple models is intuitively more practically feasible than the traditional adaptive control in improving the performances. We prove that for a typical class of nonlinear systems disturbed by random noise, the multiple model adaptive switching control based on WLS(Weighted Least Squares) or projected-LS (Least Squares) is stable and convergent.
机标关键词：multiple modelsnonlinear systemsdiscrete timeadaptive controlLeast Squaresswitching control
分类号：O1(数学)
论文发表日期：2004-01-01
在线出版日期：2025-08-15（本平台首次上网日期，不代表文献的发表时间）
页数：8( 43-50 )
英文信息