Sadeghi-Tehran, Pouria and Angelov, Plamen (2011) Online Self-Evolving Fuzzy Controller for Autonomous Mobile Robots. In: Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on. IEEE, pp. 100-107. ISBN 978-1-4244-9978-6
Full text not available from this repository.Abstract
In this paper, an online self-evolving fuzzy controller is proposed for an autonomous leader/follower. The self-evolving controller starts with a simple configuration and learns from its own actions while controlling the mobile robot during the leader following behaviour. A traditional Takagi-Sugeno type fuzzy controller is also implemented and compared with the proposed controller to verify the reliability and performance of the self-evolving controller. Experiments are carried out with a real mobile robot Pioneer 3DX at Lancaster University.
| Item Type: | Contribution in Book/Report/Proceedings |
|---|---|
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Departments: | Faculty of Science and Technology > School of Computing & Communications |
| ID Code: | 56263 |
| Deposited By: | ep_importer_pure |
| Deposited On: | 27 Jul 2012 10:13 |
| Refereed?: | No |
| Published?: | Published |
| Last Modified: | 27 Jul 2012 10:13 |
| Identification Number: | |
| URI: | http://eprints.lancs.ac.uk/id/eprint/56263 |
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