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Author:

Zhan, Jingyuan (Zhan, Jingyuan.) | Jiang, Zhong-Ping (Jiang, Zhong-Ping.) | Wang, Yebin (Wang, Yebin.) | Li, Xiang (Li, Xiang.)

Indexed by:

EI Scopus SCIE

Abstract:

This paper investigates the consensus problem of general linear discrete-time multiagent systems by using distributedmodel predictive control (DMPC) with self-triggered mechanism. First, a novel DMPC-based consensus algorithm is proposed, where each agent only needs to obtain its neighbors' predicted state sequences once at each time step. We prove that the resultant DMPC optimization problem is feasible, and the proposed algorithm guarantees the dynamic consensus of agents. Then, to further reduce the communication cost and the energy consumption of control updates, a self-triggered DMPC-based consensus algorithm is proposed with the control input and the triggering interval jointly optimized. Numerical examples including the benchmark problem with platooning vehicles are provided to verify the effectiveness and advantages of the proposed algorithms.

Keyword:

multiagent system distributed model predictive control (DMPC) self-triggered control Consensus

Author Community:

  • [ 1 ] [Zhan, Jingyuan]Fudan Univ, Sch Informat Sci & Engn, Dept Elect Engn, Adapt Networks & Control Lab, Shanghai 200433, Peoples R China
  • [ 2 ] [Li, Xiang]Fudan Univ, Sch Informat Sci & Engn, Dept Elect Engn, Adapt Networks & Control Lab, Shanghai 200433, Peoples R China
  • [ 3 ] [Zhan, Jingyuan]Fudan Univ, Sch Informat Sci & Engn, Res Ctr Smart Networks & Syst, Shanghai 200433, Peoples R China
  • [ 4 ] [Li, Xiang]Fudan Univ, Sch Informat Sci & Engn, Res Ctr Smart Networks & Syst, Shanghai 200433, Peoples R China
  • [ 5 ] [Zhan, Jingyuan]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing Key Lab Transportat Engn, Beijing 100124, Peoples R China
  • [ 6 ] [Jiang, Zhong-Ping]NYU, Tandon Sch Engn, Dept Elect & Comp Engn, Brooklyn, NY 11201 USA
  • [ 7 ] [Wang, Yebin]Mitsubishi Elect Res Labs, Cambridge, MA 02139 USA

Reprint Author's Address:

  • [Li, Xiang]Fudan Univ, Sch Informat Sci & Engn, Dept Elect Engn, Adapt Networks & Control Lab, Shanghai 200433, Peoples R China;;[Li, Xiang]Fudan Univ, Sch Informat Sci & Engn, Res Ctr Smart Networks & Syst, Shanghai 200433, Peoples R China

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Source :

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

ISSN: 1551-3203

Year: 2019

Issue: 7

Volume: 15

Page: 3987-3997

1 2 . 3 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:136

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 58

SCOPUS Cited Count: 64

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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