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


Citation

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. .

Abstract / Synopsis

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%.


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Additional Metadata

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