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Energy Efficient Communication with Lossless Data Encoding for Swarm Robot Coordination

Karthik Narayanan, Vinayak Honkote, Dibyendu Ghosh, Swamy Baldev

发表年份
2019
引用次数
7

摘要

Energy efficient communication is a key aspect of swarm-robot systems working collaboratively towards accomplishing complex missions. We propose a coding scheme inspired by Huffman encoding for lossless data compression, optimized for swarm robot communication. In this approach, the perception information on each robot/agent is encoded with known values based on which the algorithm is optimized. The proposed method is implemented and tested on the Edison platform with custom robot chassis. UWB (Ultra-Wide Band) based communication technology is integrated on this platform for enabling robot-to-robot communication. Experiments performed using the proposed approach on this platform demonstrate ~46% reduction in power dissipation compared to normal data exchange.

关键词

Lossless compressionComputer scienceSwarm behaviourRobotEncoding (memory)Swarm roboticsArtificial intelligenceData compression

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