ANFIS Approach for Tracking Control of MEMS Triaxial Gyroscope

Document Type : Research Paper

Authors

1 Shiraz University of Technology, Shiraz, Iran

2 Shiraz University, Shiraz, Iran

Abstract

In this paper, an Adaptive Neuro Fuzzy Inference System (ANFIS) based control is proposed for the tracking of a Micro-Electro Mechanical Systems (MEMS) gyroscope sensor. The ANFIS is used to train parameters of the controller for tracking a desired trajectory. Numerical simulations for a MEMS gyroscope are looked into to check the effectiveness of the ANFIS control scheme. It proves that the system using the proposed ANFIS controller has better tracking performance than that using only a fuzzy control or Neural network approach to control over the existence of external perturbations.

Keywords


Volume 01, Issue 1 - Serial Number 1
February 2015
Pages 35-40
  • Receive Date: 18 May 2014
  • Revise Date: 18 October 2014
  • Accept Date: 21 October 2014
  • First Publish Date: 01 February 2015