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Author:

Wu, Junlong (Wu, Junlong.) | Wang, Ding (Wang, Ding.) (Scholars:王鼎) | Ha, Mingming (Ha, Mingming.) | Zhao, Mingming (Zhao, Mingming.) | Ren, Jin (Ren, Jin.)

Indexed by:

CPCI-S

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.

Keyword:

Adaptive dynamic programming online value iteration optimal tracking control stability proof attraction domain

Author Community:

  • [ 1 ] [Wu, Junlong]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Zhao, Mingming]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Ren, Jin]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Wu, Junlong]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 6 ] [Wang, Ding]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 7 ] [Zhao, Mingming]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 8 ] [Ren, Jin]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 9 ] [Wu, Junlong]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 10 ] [Wang, Ding]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 11 ] [Zhao, Mingming]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 12 ] [Ren, Jin]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 13 ] [Wu, Junlong]Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 14 ] [Wang, Ding]Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 15 ] [Zhao, Mingming]Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 16 ] [Ren, Jin]Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 17 ] [Ha, Mingming]Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China

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Source :

2022 41ST CHINESE CONTROL CONFERENCE (CCC)

ISSN: 2161-2927

Year: 2022

Page: 2224-2229

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

Affiliated Colleges:

Online/Total:402/10590106
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