Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control

In this paper, a generalized nontriangular normal form is presented to facilitate designing a recursive integral backstepping control for the class of underactuated nonholonomic systems, i.e., wheeled mobile robots (WMRs) that perform posture stabilization and trajectory tracking in environments wit...

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Main Authors: Muhammad Junaid Rabbani, Attaullah Y. Memon
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/16/1992
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spelling doaj-6c7dabed59414d2a8dd66c0b2e7ce1162021-08-26T13:41:47ZengMDPI AGElectronics2079-92922021-08-01101992199210.3390/electronics10161992Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping ControlMuhammad Junaid Rabbani0Attaullah Y. Memon1Department of Electronics and Power Engineering, PN Engineering College, National University of Sciences and Technology, Karachi 75350, PakistanDepartment of Electronics and Power Engineering, PN Engineering College, National University of Sciences and Technology, Karachi 75350, PakistanIn this paper, a generalized nontriangular normal form is presented to facilitate designing a recursive integral backstepping control for the class of underactuated nonholonomic systems, i.e., wheeled mobile robots (WMRs) that perform posture stabilization and trajectory tracking in environments without obstacles. Based on the differential geometry theory, we develop a multiple input multiple output (MINO) generalization of normal form using the input-output feedback linearization technique. Then, the change of variables (diffeomorphism) transform the state-space model of WMR, incorporating both kinematic and dynamic models into nontriangular normal form. As a result, the system dynamics can be represented as internal and external dynamics. The nonlinear internal dynamics of WMR pose serious challenges to design a suitable controller due to its internal dynamics being not minimum phase and non-strict feedback form structure. The proposed backstepping controller is designed in two steps. First, a standard integral backstepping controller is designed to stabilize the robot’s orientation angle. Then, a recursive integral backstepping control technique is applied to achieve asymptotic convergence of position error to zero. Hence, both asymptotic posture stabilization and trajectory tracking are achieved in semi-global regions, except the nonzero initial condition of the orientation angle. The asymptotic stability of the entire closed-loop system is shown using the Lyapunov criteria.https://www.mdpi.com/2079-9292/10/16/1992integral backstepping controlfeedback linearizationnontriangular normal forminternal dynamicstrackingposture stabilization
collection DOAJ
language English
format Article
sources DOAJ
author Muhammad Junaid Rabbani
Attaullah Y. Memon
spellingShingle Muhammad Junaid Rabbani
Attaullah Y. Memon
Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control
Electronics
integral backstepping control
feedback linearization
nontriangular normal form
internal dynamics
tracking
posture stabilization
author_facet Muhammad Junaid Rabbani
Attaullah Y. Memon
author_sort Muhammad Junaid Rabbani
title Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control
title_short Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control
title_full Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control
title_fullStr Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control
title_full_unstemmed Trajectory Tracking and Stabilization of Nonholonomic Wheeled Mobile Robot Using Recursive Integral Backstepping Control
title_sort trajectory tracking and stabilization of nonholonomic wheeled mobile robot using recursive integral backstepping control
publisher MDPI AG
series Electronics
issn 2079-9292
publishDate 2021-08-01
description In this paper, a generalized nontriangular normal form is presented to facilitate designing a recursive integral backstepping control for the class of underactuated nonholonomic systems, i.e., wheeled mobile robots (WMRs) that perform posture stabilization and trajectory tracking in environments without obstacles. Based on the differential geometry theory, we develop a multiple input multiple output (MINO) generalization of normal form using the input-output feedback linearization technique. Then, the change of variables (diffeomorphism) transform the state-space model of WMR, incorporating both kinematic and dynamic models into nontriangular normal form. As a result, the system dynamics can be represented as internal and external dynamics. The nonlinear internal dynamics of WMR pose serious challenges to design a suitable controller due to its internal dynamics being not minimum phase and non-strict feedback form structure. The proposed backstepping controller is designed in two steps. First, a standard integral backstepping controller is designed to stabilize the robot’s orientation angle. Then, a recursive integral backstepping control technique is applied to achieve asymptotic convergence of position error to zero. Hence, both asymptotic posture stabilization and trajectory tracking are achieved in semi-global regions, except the nonzero initial condition of the orientation angle. The asymptotic stability of the entire closed-loop system is shown using the Lyapunov criteria.
topic integral backstepping control
feedback linearization
nontriangular normal form
internal dynamics
tracking
posture stabilization
url https://www.mdpi.com/2079-9292/10/16/1992
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AT attaullahymemon trajectorytrackingandstabilizationofnonholonomicwheeledmobilerobotusingrecursiveintegralbacksteppingcontrol
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