Swarm Robot Foraging with Wireless Sensor Motes

We investigate the use of wireless sensor motes as mobile deployable waypoints for swarm robot navigation in a foraging scenario. Each robot can deploy, retrieve, and optimize the location of the sensor motes. After deployment, the robots treat the sensor motes as nodes in a sparse graph, and store and retrieve multiple pheromones and flags locally in each of them. Pheromone information stored in the sensor motes allows the robots to build up gradients to different targets of interest, and to determine which sensor motes are good candidates to optimize location, or to harvest for reuse elsewhere. Unlike many earlier pheromone-based foraging techniques, our method must deal with the physical reality of deploying and manipulating sensor motes, including a limited mote supply both onboard and in total, robustly dealing with occlusion and interference from other robots, and handling noise and robot or mote failure. We demonstrate the effectiveness of the technique both on differential dr...

• Type: Journal
• Year: 2015
• Where: ATAL
• Authors: Katherine Russell, Michael Schader, Kevin Andrea, Sean Luke
• Keywords: ATAL 2015, Intelligent Agents