Optimization of PID Control for High Speed Line Tracking Robots

The paper focuses on the optimization of the classical PID control technique for implementation in a high speed line tracking robot. The control technique is tested on a prototype line tracking robot, which uses an array of ten Infra-Red reflective sensors to track a non-reflective line on a reflect...

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Main Authors: Balaji, V., Balaji, M., Chandrasekaran, M., Khan, M.K.A.A., Elamvazuthi, I.
Format: Conference or Workshop Item
Published: Elsevier B.V. 2015
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962833113&doi=10.1016%2fj.procs.2015.12.329&partnerID=40&md5=58b102d1efa0401474655503e0f6db3d
http://eprints.utp.edu.my/30774/
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spelling my.utp.eprints.307742022-03-25T07:18:32Z Optimization of PID Control for High Speed Line Tracking Robots Balaji, V. Balaji, M. Chandrasekaran, M. Khan, M.K.A.A. Elamvazuthi, I. The paper focuses on the optimization of the classical PID control technique for implementation in a high speed line tracking robot. The control technique is tested on a prototype line tracking robot, which uses an array of ten Infra-Red reflective sensors to track a non-reflective line on a reflective surface. The paper describes in detail the various challenges that are specific to the mobile robot line tracking system and the adaptation of PID control to successfully control the highly non-linear and unstable system. Various forms of PID control are implemented and the merits and demerits of the same are discussed. A customized PID control implementation scheme is proposed which combines the aspects of closed loop PID control and open loop control. © 2015 The Authors. Elsevier B.V. 2015 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962833113&doi=10.1016%2fj.procs.2015.12.329&partnerID=40&md5=58b102d1efa0401474655503e0f6db3d Balaji, V. and Balaji, M. and Chandrasekaran, M. and Khan, M.K.A.A. and Elamvazuthi, I. (2015) Optimization of PID Control for High Speed Line Tracking Robots. In: UNSPECIFIED. http://eprints.utp.edu.my/30774/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description The paper focuses on the optimization of the classical PID control technique for implementation in a high speed line tracking robot. The control technique is tested on a prototype line tracking robot, which uses an array of ten Infra-Red reflective sensors to track a non-reflective line on a reflective surface. The paper describes in detail the various challenges that are specific to the mobile robot line tracking system and the adaptation of PID control to successfully control the highly non-linear and unstable system. Various forms of PID control are implemented and the merits and demerits of the same are discussed. A customized PID control implementation scheme is proposed which combines the aspects of closed loop PID control and open loop control. © 2015 The Authors.
format Conference or Workshop Item
author Balaji, V.
Balaji, M.
Chandrasekaran, M.
Khan, M.K.A.A.
Elamvazuthi, I.
spellingShingle Balaji, V.
Balaji, M.
Chandrasekaran, M.
Khan, M.K.A.A.
Elamvazuthi, I.
Optimization of PID Control for High Speed Line Tracking Robots
author_facet Balaji, V.
Balaji, M.
Chandrasekaran, M.
Khan, M.K.A.A.
Elamvazuthi, I.
author_sort Balaji, V.
title Optimization of PID Control for High Speed Line Tracking Robots
title_short Optimization of PID Control for High Speed Line Tracking Robots
title_full Optimization of PID Control for High Speed Line Tracking Robots
title_fullStr Optimization of PID Control for High Speed Line Tracking Robots
title_full_unstemmed Optimization of PID Control for High Speed Line Tracking Robots
title_sort optimization of pid control for high speed line tracking robots
publisher Elsevier B.V.
publishDate 2015
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962833113&doi=10.1016%2fj.procs.2015.12.329&partnerID=40&md5=58b102d1efa0401474655503e0f6db3d
http://eprints.utp.edu.my/30774/
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score 13.159267