Design and Implementation of Wheel Chair Control System Using Particle Swarm Algorithm
About 10–20% of every country’s population is disable. There are at least 650 million people with a kind of disability worldwide. Assistance and support are perquisites for many handicap people for participating in society. Electric powered wheelchairs provide efficient mobility to motor impaired pe...
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Veröffentlicht in: | Computers, materials & continua materials & continua, 2021-01, Vol.66 (2), p.2005-2023 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | About 10–20% of every country’s population is disable. There are at least 650 million people with a kind of disability worldwide. Assistance and support are perquisites for many handicap people for participating in society. Electric powered wheelchairs provide efficient mobility to motor impaired persons. In this paper a smart controller of a wheel chair mobile robot using Particle Swarm Optimization Proportional controller (PSO-P) was proposed where (PSO) algorithm was utilized to tune the proportional controller’s gains for each axis. Aiming to improve wheelchair tracking trajectory, a kinematic model of a robot with linear and angular velocities parameters was developed. The controller performance was examined using the system parameters with respect to trajectory references. A simulation of the proposed controller showed good correlation of the trajectory track under different loading conditions. |
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ISSN: | 1546-2226 1546-2218 1546-2226 |
DOI: | 10.32604/cmc.2020.012580 |