Summary

Proceedings of the 2013 International Symposium on Nonlinear Theory and its Applications

2013

Session Number:A2L-C

Session:

Number:49

Harnessing control of sheepdog agents by on-line clustering

Yuichiro SUEOKA,  Takuto KITA,  Masato ISHIKAWA,  Koichi OSUKA,  

pp.49-52

Publication Date:

Online ISSN:2188-5079

DOI:10.15248/proc.2.49

PDF download (1.6MB)

Summary:
In this paper, we discuss a multi-robots (flock of sheep) control by a robot sheepdog from spatial discretization (e.g. cellular automata) approach. This work was motivated by Sheepdog Project, in which a mobile robot is developed to gather a flock of ducks and maneuver them to a specified goal position. Then, we construct a discrete model of sheepdog system and compare the discrete model to continuous model. Moreover, we proposed a control method to maneuver two groups of sheep to goal by on-line clustering.

References:

[1] R. Vaughan, N. Sumpter, J. Henderson, A. Frost, and S. Cameron, “Robot control of animal flocks,” Proceedings of the 1998 IEEE ISIC/CIRA/ISAS Joint Conference, 1998.

[2] S. Wolfram, Cellular Automata and Complexity : collected papers. Westview, 1994.

[3] J. Schiff, Cellular Automata : A Discrete View of the World. John Wiley & Sons, 2008.

[4] N. R. Draper and H. Smith, Applied Regression Analysis. Wiley-Interscience, 1998.

[5] J. B. MacQueen, “Some methods for classification and analysis of multivariate observations,” in Proc. of 5-th Berkeley Symposium on Mathematical Statistics and Probability, 1967, pp. 281-297.