Analysis and implementation of an Artificial Homeostatic Hormone System : A first case study in robotic hardware

Stradner, Jurgen; Hamann, Heiko; Schmickl, Thomas; Crailsheim, Karl

Analysis and implementation of an Artificial Homeostatic Hormone System : A first case study in robotic hardware

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2009

Autor:innen

Stradner, Jurgen

Hamann, Heiko

Schmickl, Thomas

Crailsheim, Karl

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

2009 IEEE/RSJ International Conference on Intelligent Robots and Systems. - Piscataway, NJ : IEEE, 2009. - S. 595-600. - ISSN 2153-0858. - eISSN 2153-0866. - ISBN 978-1-4244-3803-7

Zusammenfassung

One of the prominent challenges in mobile robotics is to develop control methodologies that allow the adaptation to dynamic and unforeseen environments. The classic approach of hand-coded controllers is very efficient for well-defined tasks and specific environments but poor in adapting to changing environmental conditions. One alternative approach is the application of evolutionary algorithms which need, in turn, easily evolvable representations of controllers. In this paper, we investigate one promising approach of an artificial hormone system as a control paradigm which is believed to be easily optimized by evolutionary processes. In a first step of this research, we focus on the simple task of collision avoidance. We present a brief mathematical analysis of this controller approach and an implementation of the controller on a mobile robot to check the feasibility in principle of our approach. The task is successfully accomplished and we conclude with a discussion of the hormone dynamics in the robot.

Fachgebiet (DDC)

004 Informatik

Konferenz

IROS 2009 : IEEE/RSJ International Conference on Intelligent Robots and Systems, 10. Okt. 2009 - 15. Okt. 2009, St. Louis, MO, USA

Zitieren

ISO 690

STRADNER, Jurgen, Heiko HAMANN, Thomas SCHMICKL, Karl CRAILSHEIM, 2009. Analysis and implementation of an Artificial Homeostatic Hormone System : A first case study in robotic hardware. IROS 2009 : IEEE/RSJ International Conference on Intelligent Robots and Systems. St. Louis, MO, USA, 10. Okt. 2009 - 15. Okt. 2009. In: 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems. Piscataway, NJ:IEEE, pp. 595-600. ISSN 2153-0858. eISSN 2153-0866. ISBN 978-1-4244-3803-7. Available under: doi: 10.1109/IROS.2009.5354056

BibTex

@inproceedings{Stradner2009Analy-59960,
  year={2009},
  doi={10.1109/IROS.2009.5354056},
  title={Analysis and implementation of an Artificial Homeostatic Hormone System : A first case study in robotic hardware},
  isbn={978-1-4244-3803-7},
  issn={2153-0858},
  publisher={IEEE},
  address={Piscataway, NJ},
  booktitle={2009 IEEE/RSJ International Conference on Intelligent Robots and Systems},
  pages={595--600},
  author={Stradner, Jurgen and Hamann, Heiko and Schmickl, Thomas and Crailsheim, Karl}
}

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