Decentralized receding horizon control using communication bandwidth allocation

The decentralized receding horizon control (DRHC) of a team of cooperative vehicles with limited communication bandwidth is considered. It is well known that the more communication the better stability and performance properties of the cooperative vehicles; however, in reality the available communic...

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Hauptverfasser: Izadi, H.A., Gordon, B.W., Rabbath, C.A.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:The decentralized receding horizon control (DRHC) of a team of cooperative vehicles with limited communication bandwidth is considered. It is well known that the more communication the better stability and performance properties of the cooperative vehicles; however, in reality the available communication is often limited. This motivates our research to develop a new algorithm for efficient usage of available communication capacity so that the teaming behavior is optimized. The proposed algorithm uses a bandwidth allocation method; the key idea is to reduce the overall mismatch between predicted and actual plans of each neighbor by efficient communication bandwidth allocation.
ISSN:0191-2216
DOI:10.1109/CDC.2008.4739336