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Tracking Control of the OAGV Using Adaptive Sliding Mode Controller with Center of Gravity Different from Geometric Center and Load Change


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DOI: https://doi.org/10.15866/ireaco.v16i5.24296

Abstract


This paper proposes an adaptive sliding mode controller of Omnidirectional Automated Guided Vehicle (OAGV) with considering the change of the center of gravity of the vehicle due to load change. To achieve this, the paper presents the posture dynamic model of the OAGV based on Newton’s second law of motion. A sliding mode controller based on the dynamic modeling is designed by using Lyapunov stability theory for trajectory tracking. With an adaptive update law, the proposed control law makes the system insensitive to load change while guaranteeing stability. Real-time localization of the OAGV in indoor environments is achieved using a laser sensor device. The simulation and experiment results are presented to demonstrate the effectiveness of the proposed controller.
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Keywords


Omnidirectional AGV; NAV-200; Adaptive Sliding Mode Controller; Lyapunov Stability Theory; Omnidirectional Wheel

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References


I. F. A. Vis, Survey of Research in the Design and Control of Automated Guided Vehicle Systems, European Journal of Operational Research, Vol. 170 (Issue 3): 677-709, May 2006.
https://doi.org/10.1016/j.ejor.2004.09.020

Y. Wu, L. Wang, J. Zhang, and F. Li, Path Following Control of Autonomous Ground Vehicle Based on Nonsingular Terminal Sliding Mode and Active Disturbance Rejection Control, IEEE Transaction Vehicular Technology, Vol. 68 (Issue 7): 6379-6390, July 2019.
https://doi.org/10.1109/TVT.2019.2916982

Al Hazza, M., Abu Bakar, A., Adesta, E., Taha, A., Real Time Handling System to Enhance the Productivity Based on the Layout Improvement, (2016) International Review on Modelling and Simulations (IREMOS), 9 (6), pp. 459-463.
https://doi.org/10.15866/iremos.v9i5.9645

Z. Vamossy, U. Obuda, H. Budapest, and T. Haidegger, The rise of service robotics: navigation in medical and mobile applications, The 12th IEEE International Symposium on Applied Machine Intelligence and Informatics, pp.11, Herl'any, Slovakia, January 2014.
https://doi.org/10.1109/SAMI.2014.6822385

M. Seelinger and J.D. Yoder, Automatic Visual Guidance of a Forklift Engaging a Pallet, Robotics and Autonomous Systems, Vol.54 (Issue 12): 1026-1038, December 2006.
https://doi.org/10.1016/j.robot.2005.10.009

L. Beji and Y. Bestaoui, Motion Generation and Adaptive Control Method of Automated Guided Vehicles in Road Following, IEEE Trans on Intelligent Transportation Systems, Vol.6 (Issue 1): 113-123, March 2005.
https://doi.org/10.1109/TITS.2004.833758

K.R.S. Kodagoda, W.S. Wijesoma, and E.K. Teoh, Fuzzy Speed and Steering Control of an AGV, IEEE Trans on Control Systems Technology, Vol.10 (Issue 1): 112-120, February 2002.
https://doi.org/10.1109/87.974344

F. G. Pin and S. M. Killough, A New Family of Omnidirectional and Holonomic Wheeled Platforms for Mobile Robots, IEEE Trans. on Robotics and Automation, Vol. 10 (Issue 4): 490-489, August 1994.
https://doi.org/10.1109/70.313098

V. T. Dinh, P. T. Doan, H. Nguyen, H. K. Kim and S. B. Kim , Tracking Control of a Three-Wheeled Omnidirectional Mobile Manipulator System with Disturbance and Friction, Journal of Mechanical Science and Technology, Vol. 26 (Issue 7): 2197-2211, July 2012.
https://doi.org/10.1007/s12206-012-0541-1

T. K. Nagy, R. Dandrea, and P. Ganguly, Near-Optimal Dynamic Trajectory Generation and Control of an Omnidirectional Vehicle, Robotics and Autonomous Systems, Vol. 46 (Issue 1): 47-64, January 2004.
https://doi.org/10.1016/j.robot.2003.10.003

R. Tan, S. Wang, Y. Jiang, K. Ishida, M. G. Fujie, and M. Nagano, Adaptive Control Method for Path-Tracking Control of an Omnidirectional Walker Compensating for Center-of-Gravity Shifts and Load Changes, International Journal of Innovative Computing, Information and Control, Vol. 7 (Issue 7): 4423-4434, July 2011.

X. Yang, C. Wu, Y. He, X.-Y. Lu, and T. Chen, A Dynamic Rollover Prediction Index of Heavy-Duty Vehicles with w Real-Time Parameter Estimation Algorithm Using NLMS Method, IEEE Transaction Vehicular Technology, Vol. 71 (Issue 3): 2734-2748, March 2022.
https://doi.org/10.1109/TVT.2022.3144629

R. Fareh, M. Saad, S. Khadraoui, and T. Rabie, Lyapunov-Based Tracking Control for Nonholonomic Wheeled Mobile Robot, World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energies, Electronic and Communication Engineering, Vol. 10 (Issue 8): 965-970, April 2016.

T. L. Bui, Decentralized motion control for omnidirectional mobile platform tracking a trajectory using PD fuzzy controller, AETA2015 Recent Advances in Electrical Engineering and Related Sciences, pp. 803-819, Ho Chi Minh City, Vietnam, December 2015.
https://doi.org/10.1007/978-3-319-27247-4_67

N. Hacene, and B. Mendil, Motion Analysis and Control of Three-Wheeled Omnidirectional Mobile Robot, Journal of Control, Automation and Electrical System, Vol. 30: pp. 194-213, January 2019.
https://doi.org/10.1007/s40313-019-00439-0

W. Batayneh, and Y. Aburmaileh, Decentralized Motion Control for Omnidirectional Wheelchair Tracking Error Elimination Using PD-Fuzzy-P and GA-PID Controllers, Sensors, Vol. 20 (Issue 12): 3525, June 2020.
https://doi.org/10.3390/s20123525

Batayneh, W., Aburmaileh, Y., Bataineh, A., Experimental Implementation of Tracking Error Elimination for Omnidirectional Wheelchair Using PD-Fuzzy-P Controller, (2021) International Review of Automatic Control (IREACO), 14 (2), pp. 102-112.
https://doi.org/10.15866/ireaco.v14i2.20654

V. T. Dinh, P.T. D, G. Hoang, H. K. Kim, S. J. Oh and S. B. Kim, Motion Control of an Omnidirectional Mobile Platform for Path Following Using Backstepping Technique, Journal of Ocean Engineering and Technology, Vol. 25 (Issue 5): 1-8, October 2011.
https://doi.org/10.5574/KSOE.2011.25.5.001

M. Jiang, L. Chen, Y. Wang, and H. Wu, Adaptive Backstepping Control for Mecanum-Wheeled Omnidirectional Vehicle Using Neural Networks, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 17 (Issue 3): 378-386, November 2021.
https://doi.org/10.1002/tee.23521

Loubar, H., Boushaki, R., Aouati, A., Bouanzoul, M., Sliding Mode Controller for Linear and Nonlinear Trajectory Tracking of a Quadrotor, (2020) International Review of Automatic Control (IREACO), 13 (3), pp. 128-138.
https://doi.org/10.15866/ireaco.v13i3.18522

H. Mou, Research on the Formation Method of Omnidirectional Mobile Robot Based on Dynamic Sliding Mode Control, Academic Journal of Manufacturing Engineering, Vol. 18 (Issue 2): 148-154, 2020.

V. T. Dinh, H. Nguyen, S. M. Shin, H. K. Kim, S. B. Kim, and G. S. Byun, Tracking Control of Omnidirectional Mobile Platform with Disturbance Using Differential Sliding Mode Controller, International Journal of Precision Engineering and Manufacturing, Vol. 13 (Issue 1): 39-48, January 2012.
https://doi.org/10.1007/s12541-012-0006-6

H. Nguyen, V. T. Dinh, J. S. Im, H. K. Kim, and S. B. Kim, Motion Control of an Omnidirectional Mobile Platform for Trajectory Tracking Using an Integral Sliding Mode Controller, International Journal of Control, Automation, and Systems, Vol. 8 (Issue 6): 1221-1331, December 2010.
https://doi.org/10.1007/s12555-010-0607-8

A. S. Adreev, O. A. Peregudov, On Global Trajectory Tracking Control for an Omnidirectional Mobile Robot with a Displaced Center of Mass, Russian Journal of Nonlinear Dynamics, Vol. 16 (Issue 1): 115-131, 2020.
https://doi.org/10.20537/nd200110

Al-Khafaji, M., Al-Khafaji, H., Taguchi Method for Analysing Sliding Surface Parameters of an Adaptive Terminal Sliding Mode Controller for an Articulated Robot, (2023) International Review of Aerospace Engineering (IREASE), 16 (4), pp. 177-188.
https://doi.org/10.15866/irease.v16i4.23516

El Haissouf, M., Elharoussi, M., Ba-razzouk, A., DSP in the Loop Implementation of an Enhanced Sliding Mode Control for Permanent Magnet Synchronous Motor, (2023) International Review of Electrical Engineering (IREE), 18 (4), pp. 291-298.
https://doi.org/10.15866/iree.v18i4.23399

Makhad, M., Zazi, K., Zazi, M., Loulijat, A., Smooth Super Twisting Sliding Mode Control for Permanent Magnet Synchronous Generator Based Wind Energy Conversion System, (2020) International Journal on Energy Conversion (IRECON), 8 (5), pp. 171-180.
https://doi.org/10.15866/irecon.v8i5.19362


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