A high-performance millirobot for swarm-behaviour studies: Swarm-topology estimation

Author:

Kim Justin Y1,Kashino Zendai1ORCID,Pineros Laura Marcela1,Bayat Sayeh1,Colaco Tyler1,Nejat Goldie1,Benhabib Beno1

Affiliation:

1. Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada

Abstract

In this article, we present a novel high-performance millirobot ( milli- robot- Toronto), designed to allow for the testing of complex swarm-behaviours, including human–swarm interaction. milli- robot- Toronto, built only with off-the-shelf components, has locomotion, processing and sensing capabilities that significantly improve upon existing designs, while maintaining one of the smallest footprints among current millirobots. As complementary software to this hardware development, herein, we also present a new global swarm-topology estimation algorithm. The method is novel in that it uniquely fuses incomplete location data collected by the individual robots in a distributed manner to optimally estimate the topology of the overall swarm using a centralized computer. It is a generalized technique usable by any swarm comprising robots capable of collecting location estimates of neighbouring robots. Numerous experiments, evaluating the performance of milli- robot- Toronto and the proposed optimal swarm-topology estimation algorithm, are also included.

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

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