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Dettaglio pubblicazione

2024, Swarm Intelligence 14th International Conference, ANTS 2024, Konstanz, Germany, October 9–11, 2024, Proceedings, Pages 141-154 (volume: 14987)

Minimalist Protocols for Quorum Sensing in Robot Swarms (04b Atto di convegno in volume)

Oddi Fabio, Reina Andreagiovanni, Trianni Vito

Quorum sensing is a key mechanism enabling coordinated behaviour in populations of autonomous agents, and is extensively stud- ied in biological systems spanning from bacteria populations to social insects. In swarm robotics too, quorum sensing aroused much interest, but remained mostly constrained to the implementation of collective deci- sions. Here, we propose protocols to estimate the quorum level that are suitable for resource-constrained robots, and evaluate the precision and speed of the quorum assessment across a large spectrum of swarm state conditions. Through systematic experimentation, we evaluate the pro- posed protocols for different swarm densities and working area sizes. Our findings shed light on the trade-off between computational requirements and expected performance, aiding in the selection of appropriate quorum sensing protocols for future swarm robotics research.
ISBN: 9783031709319; 9783031709326
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