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Particle swarm optimization: based identification of a bouncing spherical robot

Abdullah, Muhammad Amirul and Ahmad, Salmiah and Toha, Siti Fauziah (2015) Particle swarm optimization: based identification of a bouncing spherical robot. In: 2015 10th Asian Control Conference (ASCC 2015), 31st May- 3rd June 2015, Kota Kinabalu, Sabah.

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Abstract

In this paper a spherical robot consists of a spherical steel spokes shell and an inner bouncing mechanism. To control the bouncing mechanism, a system model should be introduced. The system model only deal with the first bounce of the spherical mobile robot to overcome the bouncing restitution for landing. This paper presents a transfer function model prediction with particle swarm optimization for a bouncing spherical mobile robot. The particle swarm optimization technique is used in search for accurate model with capability to adapt with different input height of drop. The model is further validated with autocorrelation and crosscorrelation test and it is proven to give an error tolerance between the 95% confidence limit.

Item Type: Conference or Workshop Item (Invited Papers)
Additional Information: 4680/45171
Uncontrolled Keywords: spherical mobile robot; particle swarm optimization; transfer function model prediction; modeling
Subjects: T Technology > TJ Mechanical engineering and machinery > TJ212 Control engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr. Salmiah Ahmad
Date Deposited: 19 Nov 2015 15:06
Last Modified: 20 Sep 2017 11:47
URI: http://irep.iium.edu.my/id/eprint/45171

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