Optimal One-Step-ahead Stochastic Adaptive Control.
IEEE transactions on automatic control(2001)
摘要
An optimal indirect stochastic adaptive control is obtained explicitly for linear time-varying discrete-time systems with general delay and white noise perturbation, while minimizing the variance of the output around a desired value one step ahead, The resulting controller incorporates parameter uncertainties. The solution unifies and generalizes previously known results, which become special cases. The results are compared with a certainty equivalence controller in an example.
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关键词
cautious control,one-step-ahead stochastic control,stochastic adaptive control,stochastic optimization
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