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An adaptive fuzzy logic controller with self-tuning scaling factors based on neural networks | IEEE Conference Publication | IEEE Xplore

An adaptive fuzzy logic controller with self-tuning scaling factors based on neural networks


Abstract:

Scaling factors tuning is one of the most used method to enhance the performance of a fuzzy logic controller (FLC). In this paper, we bring forward an adaptive FLC with s...Show More

Abstract:

Scaling factors tuning is one of the most used method to enhance the performance of a fuzzy logic controller (FLC). In this paper, we bring forward an adaptive FLC with self adjusting scaling factors (SFs) using neural networks (NNs). Definitions of SFs and their effects on the overall performance of an FLC are analyzed. Detailed control scheme, learning mechanism for the NNs and simulation results for typical second-order linear and nonlinear systems are showed.
Date of Conference: 04-08 April 2005
Date Added to IEEE Xplore: 20 June 2005
Print ISBN:0-7803-8963-8
Print ISSN: 1541-0056
Conference Location: Chengdu, China

References

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