MRoCS

a new multi-robot communication system based on passive action recognition

Barnali Das, Micael S. Couceiro, Patricia A. Vargas

Research output: Contribution to journalArticle

3 Citations (Scopus)
8 Downloads (Pure)

Abstract

Multi-robot search-and-rescue missions often face major challenges in adverse environments due to the limitations of traditional implicit and explicit communication. This paper proposes a novel multi-robot communication system (MRoCS), which uses a passive action recognition technique that overcomes the shortcomings of traditional models. The proposed MRoCS relies on individual motion, by mimicking the waggle dance of honey bees and thus forming and recognising different patterns accordingly. The system was successfully designed and implemented in simulation and with real robots. Experimental results show that, the pattern recognition process successfully reported high sensitivity with good precision in all cases for three different patterns thus corroborating our hypothesis.
Original languageEnglish
Pages (from-to)46-60
Number of pages15
JournalRobotics and Autonomous Systems
Volume82
Early online date27 Apr 2016
DOIs
Publication statusPublished - 31 Aug 2016

Fingerprint

Multi-robot Systems
Action Recognition
Communication Systems
Communication systems
Robots
Multi-robot
Pattern Recognition
Robot
Motion
Experimental Results
Pattern recognition
Simulation
Communication
Model

Keywords

  • swarm robotics
  • multi-robot communication
  • passive action recognition
  • bio-inspired computation
  • honey bee waggle dance
  • unmanned aerial vehicle

Cite this

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abstract = "Multi-robot search-and-rescue missions often face major challenges in adverse environments due to the limitations of traditional implicit and explicit communication. This paper proposes a novel multi-robot communication system (MRoCS), which uses a passive action recognition technique that overcomes the shortcomings of traditional models. The proposed MRoCS relies on individual motion, by mimicking the waggle dance of honey bees and thus forming and recognising different patterns accordingly. The system was successfully designed and implemented in simulation and with real robots. Experimental results show that, the pattern recognition process successfully reported high sensitivity with good precision in all cases for three different patterns thus corroborating our hypothesis.",
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MRoCS : a new multi-robot communication system based on passive action recognition. / Das, Barnali; Couceiro, Micael S.; Vargas, Patricia A.

In: Robotics and Autonomous Systems, Vol. 82, 31.08.2016, p. 46-60.

Research output: Contribution to journalArticle

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AU - Couceiro, Micael S.

AU - Vargas, Patricia A.

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AB - Multi-robot search-and-rescue missions often face major challenges in adverse environments due to the limitations of traditional implicit and explicit communication. This paper proposes a novel multi-robot communication system (MRoCS), which uses a passive action recognition technique that overcomes the shortcomings of traditional models. The proposed MRoCS relies on individual motion, by mimicking the waggle dance of honey bees and thus forming and recognising different patterns accordingly. The system was successfully designed and implemented in simulation and with real robots. Experimental results show that, the pattern recognition process successfully reported high sensitivity with good precision in all cases for three different patterns thus corroborating our hypothesis.

KW - swarm robotics

KW - multi-robot communication

KW - passive action recognition

KW - bio-inspired computation

KW - honey bee waggle dance

KW - unmanned aerial vehicle

UR - https://www.sciencedirect.com/journal/robotics-and-autonomous-systems

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