Generic Multi-agent Cooperative Control via Finite-time Distributed MPC

2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)(2022)

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摘要
This paper introduces a generic multi-agent cooperative control framework using finite-time distributed model predictive control, which applies to multiple types and heterogeneous multi-agent systems with directed topology. We design a detect and avoid collisions strategy using the prediction trajectory of agents, and the agents can safely move toward their goals. The formation time upper bound of multi-agents achieves consensus are derived with given connected communication topology. Numerical simulations validated the feasibility and effectiveness of the proposed approach.
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关键词
Heterogeneous multi-agent system,finite-time distributed model predictive control,soft constraints
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