VHDL-AMS based genetic optimization of a fuzzy logic controller for automotive active suspension systems
Wang, Leran and Kazmierski, Tom (2005) VHDL-AMS based genetic optimization of a fuzzy logic controller for automotive active suspension systems. In, IEEE international conference on Behavioral Modeling and Simulation (BMAS 2005), San José, California, 22 - 23 Sep 2005. , 124-127.
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Description/Abstract
This paper presents a new type of fuzzy logic controller (FLC) membership functions for automotive active suspension systems. The shapes of the membership functions are irregular and optimized using a genetic algorithm (GA). In this optimization technique, VHDL-AMS is used not only for the modeling and simulation of the fuzzy logic controller and its underlying active suspension system but also for the implementation of a parallel GA. Simulation results show that the proposed FLC has superior performance to that of existing FLCs that use triangular or trapezoidal membership functions.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Event Dates: 22-23 September, 2005 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > EEE |
| Item ID: | 263696 |
| Date Deposited: | 14 Mar 2007 |
| Last Modified: | 01 Mar 2012 20:41 |
| Contributors: | Wang, Leran (Author) Kazmierski, Tom (Author) |
| Date: | 2005 |
| Additional Information: | Event Dates: 22-23 September, 2005 |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 0 |
| URI: | http://eprints.soton.ac.uk/id/eprint/263696 |
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