Optimization of PID Control for High Speed Line Tracking Robots

被引:17
作者
Balaji, Vikram [1 ]
Balaji, M. [2 ]
Chandrasekaran, M. [3 ]
Khan, M. K. A. Ahamed [4 ]
Elamvazuthi, Irraivan [5 ]
机构
[1] Govt Coll Engn, Dept ECE, Salem, India
[2] Frontline Elect Pvt Ltd, Salem, India
[3] Govt Coll Engn, Dept ECE, Bargur, India
[4] UNISEL, Fac Engn, Kuala Selangor 45600, Malaysia
[5] Univ Teknol PETRONAS, Teronoh 31750, Malaysia
来源
2015 IEEE INTERNATIONAL SYMPOSIUM ON ROBOTICS AND INTELLIGENT SENSORS (IEEE IRIS2015) | 2015年 / 76卷
关键词
Mobile Robots; Line Tracking; PID Control; Differential Drive;
D O I
10.1016/j.procs.2015.12.329
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
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. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:147 / 154
页数:8
相关论文
共 13 条
  • [1] Baharuddin M.Zafri, ANAL LINE SENSOR CON
  • [2] Bajestani S. E. M., 2010, 2010 International Conference on Electronics and Information Engineering (ICEIE 2010), P1, DOI 10.1109/ICEIE.2010.5559826
  • [3] Borcosi Ilie, 2006, INT C MAN SYST ICMAS, P26
  • [4] Chan, DESKT LIN FOLL ROB
  • [5] Evolving a Line Following Robot to Use in Shopping Centers for Entertainment
    Colak, Ilknur
    Yildirim, Deniz
    [J]. IECON: 2009 35TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS, VOLS 1-6, 2009, : 3615 - +
  • [6] Huang HH, 2011, INT J EDUC INF TECH, V5, P105
  • [7] Ledin Jim, EMBEDDED CONTROL SYS
  • [8] A Project-Based Laboratory for Learning Embedded System Design With Industry Support
    Lee, Chyi-Shyong
    Su, Juing-Huei
    Lin, Kuo-En
    Chang, Jia-Hao
    Lin, Gu-Hong
    [J]. IEEE TRANSACTIONS ON EDUCATION, 2010, 53 (02) : 173 - 181
  • [9] Ogata Katsuhiko., MODERN CONTROL ENG
  • [10] A Line Follower Robot from design to Implementation: Technical issues and problems
    Pakdaman, Mehran
    Sanaatiyan, M. Mehdi
    Ghahroudi, Mahdi Rezaei
    [J]. 2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1, 2010, : 5 - 9