A liquid sphere‐inspired physicomimetics approach for multiagent formation control
Summary A liquid sphere‐inspired physicomimetics approach is presented for multiagent formation control. The agents are formulated as a liquid sphere, which is modeled by a virtual spring network. Then, a decentralized controller is obtained for each agent. The stability and convergence are proved....
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Veröffentlicht in: | International journal of robust and nonlinear control 2018-10, Vol.28 (15), p.4565-4583 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Summary
A liquid sphere‐inspired physicomimetics approach is presented for multiagent formation control. The agents are formulated as a liquid sphere, which is modeled by a virtual spring network. Then, a decentralized controller is obtained for each agent. The stability and convergence are proved. The scalability and flexibility are analyzed. Using the proposed approach, arbitrarily shaped formations can be obtained; and an extra agent can be added to a formation like mixing a drop of liquid into a liquid sphere. By designing extra virtual repulsive forces from obstacles, a formation avoids obstacles like a fluid flowing over obstacles or squeezing through narrow passages. The required number of communication links is N for N agents. The use of physicomimetics makes the approach computationally simple, and the physical meanings of the parameters definite. To illustrate the advantages of the proposed approach, a structural potential function‐based approach is selected as the comparative method. Simulation results demonstrate the effectiveness of the liquid sphere‐inspired formation control approach. |
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ISSN: | 1049-8923 1099-1239 |
DOI: | 10.1002/rnc.4252 |