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Robust Formation Control for Multiagent Systems Based on Adaptive Observers

delete2022-06-01
delete16
PRE
AI
晏冰 (Bing Yan)
P
Peng Shi *
C
Cheng‐Chew Lim
C
Chengfu Wu
DOI:10.1109/JSYST.2021.3127579delete
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Abstract

Abstract

En 中文
In this article, a distributed robust control strategy is proposed for heterogeneous multiagent systems subject to uncertainties and disturbances to achieve time-varying formations under static and switching topologies. Without prior knowledge of global information on communication graphs, a distributed observer is developed to estimate the state information of a reference system. Internal model-based robust formation controllers for homogeneous disturbances, with and without unknown heterogeneous disturbances, are designed using the Riccati equation approach. Finally, a case study of bushfire edge tracking and patrolling is presented, and the effectiveness and robustness of the formation control developed strategy are verified by simulations.
Keywords:
Observers
Control systems
Topology
Uncertainty
Task analysis
Multi-agent systems
Switches
Adaptive observers
heterogeneous multiagent systems (MAS)
robust formation control
uncertainties and disturbances

Journal

I
IEEE Open Journal of Circuits and Systems
IF:
2.4
Papers:
4.5K
Citations:
387

Organization

U
University of Adelaide
Scholars:
2.3W
Papers: 2.4W
Citations: 4.2W
N
Northwestern Polytechnical University
Scholars:
4.6W
Papers: 3.7W
Citations: 5.3W