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 language | English |
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Pages (from-to) | 46–60 |
Number of pages | 15 |
Journal | Robotics and Autonomous Systems |
Volume | 82 |
Early online date | 27 Apr 2016 |
DOIs | |
Publication status | Published - Aug 2016 |
Keywords
- Bio-inspired computation
- Honey bee waggle dance
- Multi-robot communication
- Passive action recognition
- Swarm robotics
- Unmanned aerial vehicle
ASJC Scopus subject areas
- Control and Systems Engineering
- Computer Science Applications
- Software
- General Mathematics
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Patricia A. Vargas
- School of Mathematical & Computer Sciences - Associate Professor
- School of Mathematical & Computer Sciences, Computer Science - Associate Professor
Person: Academic (Research & Teaching)