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Tong Zhou
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Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Mechanical Engineering

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The ACA-based PID Controller for Enhancing a Wheeled-Mobile Robot Heru Suwoyo; Yingzhong Tian; Andi Adriansyah; Muhammad Hafizd Ibnu Hajar; Tong Zhou
Journal FORTEI-JEERI Vol. 1 No. 2 (2020): FORTEI-JEERI
Publisher : Forum Pendidikan Tinggi Teknik Elektro Indonesia (FORTEI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46962/forteijeeri.v1i2.15

Abstract

Wall-following control of mobile robot is an important topic in the mobile robot researches. The wall-following control problem is characterized by moving the robot along the wall in a desired direction while maintaining a constants distance to the wall. The existing control algorithms become complicated in implementation and not efficient enough. Ant colony algorithm (ACA), in terms of optimizing parameters, has a faster convergence speed and features that are easy to integrate with other methods. This paper adopts ant colony algorithm to optimize PID controller, and then selects ideal control parameters. The simulation results based on MATLAB show that the control system optimized by ant colony algorithm has higher efficiency than the traditional control systems in term of RMSE.
Co-Authors Andi Adriansyah Heru Suwoyo Muhammad Hafizd Ibnu Hajar Yingzhong Tian