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Abstract:
In this paper, to tackle the optimal tracking control problem for discrete-time systems, an advanced online value iteration (VI) algorithm is developed. First, the derivation of traditional VI for the optimal tracking control problem is revisited. Second, the stability condition of traditional VI is established, in order to evaluate the current iterative tracking control policy. Third, based on the concept of attraction domain, the improved tracking control policies under online VI can be obtained by judging the location of the current tracking error. Finally, we prove the stability of the online VI algorithm for the present tracking control problem. A simulation example is displayed to verify the effectiveness of the developed algorithm.
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2022 41ST CHINESE CONTROL CONFERENCE (CCC)
ISSN: 2161-2927
Year: 2022
Page: 2224-2229
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SCOPUS Cited Count:
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 4
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