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Multiplicative potential energy function for swarm control

Saing Paul Hou, Chien Chern Cheah

发表年份
2009
引用次数
19

摘要

This paper presents a novel method for shape control of a swarm of robots based on region control concept. Multiplicative potential energy function is used to form the overall desired shape of the entire swarm. The shape formed using this method is a union of all the regions defined by corresponding inequality functions. This proposed method is a complement to our previous method where the additive potential energy is used to form the desired shape. By combining the multiplicative and additive potential energies, a variety of complicated shapes can be formed. Lyapunov-like function is presented for convergence analysis of the multi-robot systems. Simulation results are presented to illustrate the performance of the proposed method.

关键词

Multiplicative functionSwarm behaviourFunction (biology)Lyapunov functionConvergence (economics)Energy (signal processing)Computer scienceMathematical optimizationComplement (music)Control theory (sociology)

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