Distributed Fault Tolerant Control for Multi-Agent Systems with Sensor Faults in Non-Cooperative Games

This paper uses a distributed approach fault tolerant control to solve the Nash equilibrium (NE) search problem for integral multi-agent systems (MAS) subject to undesirable sensor faults. In partial information games, information exchange between agents plays an essential role in ensuring the succe...

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Vydáno v:2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) s. 1 - 6
Hlavní autoři: Wang, Hao, Zhang, Xiao, Luo, Hao, Qiao, Xinyu, Huo, Mingyi, Jiang, Yuchen
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 22.09.2023
Témata:
Fault tolerant control
Game theory
Games
Multi-Agent Systems
Nash equilibrium
Observers
Process control
Search problems
Sensor Faults
Simulation
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Shrnutí:This paper uses a distributed approach fault tolerant control to solve the Nash equilibrium (NE) search problem for integral multi-agent systems (MAS) subject to undesirable sensor faults. In partial information games, information exchange between agents plays an essential role in ensuring the successful completion of the NE search. A flexible observer-based control algorithm has been proposed to compensate for the adverse effects of sensor faults. It reduces the influence of sensor faults on group decisions-making and realizing the optimization of group strategy. The distributed design can guarantee that the MAS can gradually approach the NE regardless of sensor faults. Finally, the effectiveness of the technology is illustrated through a simulation example.
DOI:10.1109/SAFEPROCESS58597.2023.10295775