Approximate Structure Construction Using Large Statistical Swarms
Robotics
2017-06-14 v1 Applications
Abstract
In this paper we describe a novel local algorithm for large statistical swarms using "harmonic attractor dynamics", by means of which a swarm can construct harmonics of the environment. This in turn allows the swarm to approximately reconstruct desired structures in the environment. The robots navigate in a discrete environment, completely free of localization, being able to communicate with other robots in its own discrete cell only, and being able to sense or take reliable action within a disk of radius around itself. We present the mathematics that underlie such dynamics and present initial results demonstrating the proposed algorithm.
Cite
@article{arxiv.1706.03842,
title = {Approximate Structure Construction Using Large Statistical Swarms},
author = {Subhrajit Bhattacharya},
journal= {arXiv preprint arXiv:1706.03842},
year = {2017}
}
Comments
9 pages, 7 figures