Abstract
This work describes the study of modeling and controller on wheeled mobile robots designed the motors which is driving the wheels. According to the structure and design of wheeled mobile robot, DC motors are the best suited for the motion control. The kinematical model is required for the designing process of the wheels in the WMR. The analysis of the mathematical model is divided into angle and velocity of the dc motor build in wheeled mobile robot because of the importance of motor parameters for stability. The main focus of the work is to develop an efficient controller to control the speed of the dc motor applied in the wheels of the robot. PID tuning has been implemented in designing of the controller for the speed control of dc motor. The open loop and closed loop performance of a two wheeled mobile robot with PID and LQR controllers are obtained and compared by using MATLAB programs and simulations.
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Hafiz Muhammad YasirNaeem*, A Mahmood “Autonomous Cruise Control of Car Using LQR and H2 Control Algorithm” 978-1-4673-8753-8/16/$31.00 ©2016 IEEE
Ronald Ping Man Chan, Karl A. Stol, C. Roger Halkyard (2013) Review of modelling and control of two-wheeled robots Elsevier, Ann Rev Control 37: 89–103
Xu J-X, Guo Z-Q, Lee TH (2013) Design and implementation of a Takagi-Sugeno-type fuzzy logic controller on a two-wheeled mobile robot. IEEE Trans Ind Electron 60(12):5717–5728
Miller P (2008) Building a two wheeled balancing robot. 1–120
Khatoon S, Khan H, Gaur P (2019) PID design utilized controller for DC engine employed in wheeled in movable golem. In: 2019 international conference on “Innovative Technologies in Mechanical Engineering (ITME-2019)”
Koo J, Choi S, Won S (2009) Observer-Based Trajectory Tracking Control for a Wheeled Mobile Robot” Proceeding of the 7th Asian Control Conference, 9, 2009. HongKong, China
Xiaokan W, Dongqing F (2008) Research of LQR controller design method based on MATLAB. Micro Computer Information 24:1–5
Oriolo G, De Luca A, Vendittelli M (2002) “WMR control via Dynamic feedback linearization: design, implementation, and experimental validation. IEEE Trans Control Syst Technol 10(6):835–852
Kuhne F, Lages WF, da Silva JMG Jr (2004) Model predictivecontrol of a mobile robot using linearization, Proceedings of mechatronics and robotics, 525–530
Su KH (2012) Robust tracking control design and its application to balance a two-wheeled robot steering on a bumpy road. Proc Inst Mech Eng, Part I: J Syst Control Eng 226(7):887–903
Chwa D (2010) Tracking control of differential-drive wheeled mobile robots using a backstepping-like feedback linearization. IEEE Trans Syst, Man, Cybernetics Part A: Syst Humans 40(6):1285–1295
Xu JX, Guo ZQ, Lee TH (2014) Design and implementation of integral sliding-mode control on an underactuated two-wheeled mobile robot. IEEE Trans Ind Electron 61(7):3671–3681
Kamel MA, Zhang YM (2014) Developments and challenges in wheeled mobile robot control,” in International Conference on Intelligent Unmanned Systems (ICIUS)
Tzafestas SG (2014) Introduction to Mobile Robot Control. Elsevier
Al-Araji AS et al (2013) Applying posture identifier in designing an adaptive nonlinear predictive controller for nonholonomic mobile robot. Elsevier, Neurocomput 99:503–554
Muhammad Farhan Manzoor*, Qinghe Wu and Rana Javed Masood “Coordination Control of Wheeled Mobile Robot Using MPC” 7th International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN) 978-1-4673-7016-5/15 $31.00 © 2015 IEEE
Muhammad Farhan Manzoor* and Qinghe Wu “Control and Obstacle Avoidance of Wheeled Mobile Robot” 7th International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN) 978-1-4673-7016-5/15 $31.00 © 2015 IEEE
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Khan, H., Khatoon, S. & Gaur, P. Comparison of various controller design for the speed control of DC motors used in two wheeled mobile robots. Int. j. inf. tecnol. 13, 713–720 (2021). https://doi.org/10.1007/s41870-020-00577-8
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DOI: https://doi.org/10.1007/s41870-020-00577-8