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Suppression of Parkinson's hand-like tremor using fuzzy-PID controller

As'arry, Azizan and Jamaluddin, Hafiz and Tuan Abdul Rahman, Tuan Ahmad Zahidi and Md Rezali, Khairil Anas and Md. Zain, Mohd Zarhamdy (2016) Suppression of Parkinson's hand-like tremor using fuzzy-PID controller. In: 2016 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS), 22 Oct. 2016, Faculty of Electrical Engineering, Universiti Teknologi Mara, Shah Alam.

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Abstract

This paper presents the performance evaluation of an active vibration technique in suppressing human hand tremor. A PID integrated with fuzzy logic controller is proposed to control a linear electromagnet actuator and then applied onto a four Degree-of-Freedoms (DOFs) biodynamic model which emulate a Parkinson Disease (PD) hand. Heuristic method is employed in searching for appropriate parameters values for the proposed controller. Then, a comparative study between the performances of Fuzzy-PID controller and conventional PID controller tuned using Ziegler-Nichols method is done. The simulation study results demonstrates a comparable performance between Fuzzy-PID controller and conventional PID controller. Fuzzy-PID controller was effectively attenuated about 96.77% of initial tremor magnitude while for the PID controller is about 89.37%.

Item Type:Conference or Workshop Item (Paper)
Keyword:Active tremor control; Fuzzy logic; PID controller; Tremor
Faculty or Institute:Faculty of Engineering
Publisher:IEEE
DOI Number:10.1109/I2CACIS.2016.7921041
Altmetrics:http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/I2CACIS.2016.7921041
ID Code:56340
Deposited By: Nabilah Mustapa
Deposited On:31 Jul 2017 17:01
Last Modified:31 Jul 2017 17:01

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