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 978-1-4244-9978-6Full text not available from this repository.
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|
|Deposited On:||27 Jul 2012 10:13|
|Last Modified:||29 Apr 2017 03:32|
Actions (login required)