Title :
Experimental Study and Modeling of Group Retrieval in Ants as an Approach to Collective Transport in Swarm Robotic Systems
Author :
Berman, Spring ; Lindsey, Quentin ; Sakar, Mahmut Selman ; Kumar, Vijay ; Pratt, Stephen C.
Author_Institution :
Dept. of Comput. Sci., Harvard Univ., Cambridge, MA, USA
Abstract :
Group food retrieval in some ant species serves as a useful paradigm for multirobot collective transport strategies that are decentralized, scalable, and do not require a priori information about the payload. We present a comprehensive overview of group retrieval in ants and investigate this phenomenon in Aphaenogaster cockerelli in order to extract the ants´ roles during transport, the rules that govern their actions, and the individual forces that they apply to guide a food item to their nest. To measure these forces, we fabricated elastic structures with calibrated stiffness properties, induced ants to retrieve the structures, and tracked the resulting deformations with a camera. We then developed a hybrid system model of the ant behaviors that were observed in the experiments. We conducted simulations of the behavioral model that incorporate a quasi-static model of planar manipulation with compliant attachment points. Our simulations qualitatively replicate individual ant activity as well as certain macroscopic features of the transport.
Keywords :
compliant mechanisms; cooperative systems; elasticity; manipulators; multi-robot systems; multivariable systems; robot vision; Aphaenogaster cockerelli; ant behavioral model; calibrated stiffness properties; camera; collective transport; compliant attachment points; deformation; elastic structures; group food retrieval; hybrid system model; multirobot collective transport strategies; planar manipulation; quasistatic model; swarm robotic system; Biological system modeling; Cooperative systems; Distributed control; Payloads; Robot kinematics; Robot sensing systems; Biological system modeling; cooperative manipulation; distributed control; multirobot systems;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/JPROC.2011.2111450