Trajectory Tracking Control Method for Omnidirectional Mobile Robot Based on Self-Organizing Fuzzy Neural Network and Preview Strategy

This paper proposes a new trajectory tracking control scheme for the four mecanums wheel omnidirectional mobile robot (FM-OMR). Considering the influence of uncertainty on tracking accuracy, a self-organizing fuzzy neural network approximator (SOT1FNNA) is proposed to estimate the uncertainty. In pa...

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Veröffentlicht in:Entropy (Basel, Switzerland) Jg. 25; H. 2; S. 248
Hauptverfasser: Zhao, Tao, Qin, Peng, Zhong, Yuzhong
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Switzerland MDPI AG 30.01.2023
MDPI
Schlagworte:
Access control
Algorithms
Approximation
Artificial neural networks
Control
Control methods
Curves
Equipment and supplies
Fuzzy algorithms
Fuzzy logic
Fuzzy sets
Fuzzy systems
Kinematics
Mobile robots
Neural networks
omnidirectional mobile robot
Optimization
preview strategy
Redundancy
Robots
Robust control
self-organizing
Self-organizing systems
Strategy
Tracking control
Tracking systems
Trajectory control
Trajectory planning
trajectory tracking
Uncertainty
Velocity
China
self-organizing
omnidirectional mobile robot
preview strategy
trajectory tracking
ISSN:1099-4300, 1099-4300
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Abstract This paper proposes a new trajectory tracking control scheme for the four mecanums wheel omnidirectional mobile robot (FM-OMR). Considering the influence of uncertainty on tracking accuracy, a self-organizing fuzzy neural network approximator (SOT1FNNA) is proposed to estimate the uncertainty. In particular, since the structure of traditional approximation network is preset, it will cause problems such as input constraints and rule redundancy, resulting in low adaptability of the controller. Therefore, a self-organizing algorithm including rule growth and local access is designed according to the tracking control requirements of omnidirectional mobile robots. In addition, a preview strategy (PS) based on Bezier curve trajectory re-planning is proposed to solve the problem of tracking curve instability caused by the lag of tracking starting point. Finally, the simulation verifies the effectiveness of this method in tracking and trajectory starting point optimization.
AbstractList This paper proposes a new trajectory tracking control scheme for the four mecanums wheel omnidirectional mobile robot (FM-OMR). Considering the influence of uncertainty on tracking accuracy, a self-organizing fuzzy neural network approximator (SOT1FNNA) is proposed to estimate the uncertainty. In particular, since the structure of traditional approximation network is preset, it will cause problems such as input constraints and rule redundancy, resulting in low adaptability of the controller. Therefore, a self-organizing algorithm including rule growth and local access is designed according to the tracking control requirements of omnidirectional mobile robots. In addition, a preview strategy (PS) based on Bezier curve trajectory re-planning is proposed to solve the problem of tracking curve instability caused by the lag of tracking starting point. Finally, the simulation verifies the effectiveness of this method in tracking and trajectory starting point optimization.
This paper proposes a new trajectory tracking control scheme for the four mecanums wheel omnidirectional mobile robot (FM-OMR). Considering the influence of uncertainty on tracking accuracy, a self-organizing fuzzy neural network approximator (SOT1FNNA) is proposed to estimate the uncertainty. In particular, since the structure of traditional approximation network is preset, it will cause problems such as input constraints and rule redundancy, resulting in low adaptability of the controller. Therefore, a self-organizing algorithm including rule growth and local access is designed according to the tracking control requirements of omnidirectional mobile robots. In addition, a preview strategy (PS) based on Bezier curve trajectory re-planning is proposed to solve the problem of tracking curve instability caused by the lag of tracking starting point. Finally, the simulation verifies the effectiveness of this method in tracking and trajectory starting point optimization.This paper proposes a new trajectory tracking control scheme for the four mecanums wheel omnidirectional mobile robot (FM-OMR). Considering the influence of uncertainty on tracking accuracy, a self-organizing fuzzy neural network approximator (SOT1FNNA) is proposed to estimate the uncertainty. In particular, since the structure of traditional approximation network is preset, it will cause problems such as input constraints and rule redundancy, resulting in low adaptability of the controller. Therefore, a self-organizing algorithm including rule growth and local access is designed according to the tracking control requirements of omnidirectional mobile robots. In addition, a preview strategy (PS) based on Bezier curve trajectory re-planning is proposed to solve the problem of tracking curve instability caused by the lag of tracking starting point. Finally, the simulation verifies the effectiveness of this method in tracking and trajectory starting point optimization.
Audience Academic
Author Zhao, Tao
Zhong, Yuzhong
Qin, Peng
AuthorAffiliation College of Electrical Engineering, Sichuan University, Chengdu 610065, China
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CitedBy_id crossref_primary_10_3390_app15136980
crossref_primary_10_3390_electronics14030444
crossref_primary_10_1016_j_asoc_2024_112064
crossref_primary_10_1002_asjc_3821
Cites_doi 10.1109/TCYB.2020.3026190
10.1109/TMECH.2020.2998506
10.1109/ACCESS.2020.2981186
10.3390/mi12121439
10.1109/TII.2022.3160632
10.1016/j.ins.2020.08.110
10.1007/s10846-010-9417-8
10.1109/ACCESS.2018.2889226
10.3390/mi13030409
10.1007/s12555-020-0026-4
10.1007/s12555-020-0582-7
10.1016/j.ins.2022.05.055
10.1109/TPEL.2019.2958051
10.1016/j.matcom.2021.10.022
10.1016/j.ymssp.2020.107577
10.3390/machines8030055
10.1109/TIE.2019.2952790
10.1109/TSMC.2020.2966077
10.1109/TCST.2018.2836358
10.1177/00202940221092033
10.1109/TFUZZ.2022.3165690
10.1002/tee.23521
10.1016/j.ins.2022.08.096
10.1109/ACCESS.2021.3049913
10.1109/TFUZZ.2022.3207318
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Keywords self-organizing
omnidirectional mobile robot
preview strategy
trajectory tracking
Language English
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References Chang (ref_7) 2022; 612
Feng (ref_2) 2020; 19
ref_13
ref_10
Zheng (ref_16) 2021; 546
Zhong (ref_5) 2021; 159
Jeong (ref_6) 2021; 26
ref_17
ref_15
Chang (ref_9) 2021; 51
(ref_26) 2010; 60
Razzaghian (ref_25) 2022; 193
Wu (ref_3) 2022; 55
Wang (ref_11) 2021; 19
Zhao (ref_14) 2022; 606
Hou (ref_21) 2019; 35
Dong (ref_1) 2021; 9
Han (ref_18) 2019; 27
Jiang (ref_12) 2021; 17
Ren (ref_8) 2022; 52
Le (ref_19) 2018; 7
ref_24
ref_23
Le (ref_20) 2020; 8
Huynh (ref_22) 2020; 67
ref_4
References_xml – volume: 52
  start-page: 4334
  year: 2022
  ident: ref_8
  article-title: Active Disturbance Rejection Control of Euler–Lagrange Systems Exploiting Internal Damping
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2020.3026190
– volume: 26
  start-page: 741
  year: 2021
  ident: ref_6
  article-title: Sliding-Mode-Disturbance-Observer-Based Robust Tracking Control for Omnidirectional Mobile Robots With Kinematic and Dynamic Uncertainties
  publication-title: IEEE/ASME Trans. Mechatron.
  doi: 10.1109/TMECH.2020.2998506
– volume: 8
  start-page: 53697
  year: 2020
  ident: ref_20
  article-title: Self-Organizing Interval Type-2 Fuzzy Asymmetric CMAC Design to Synchronize Chaotic Satellite Systems Using A Modified Grey Wolf Optimizer
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2981186
– ident: ref_10
  doi: 10.3390/mi12121439
– ident: ref_13
  doi: 10.1109/TII.2022.3160632
– volume: 546
  start-page: 1230
  year: 2021
  ident: ref_16
  article-title: Design of fuzzy system-fuzzy neural network-backstepping control for complex robot system
  publication-title: Inf. Sci.
  doi: 10.1016/j.ins.2020.08.110
– volume: 60
  start-page: 317
  year: 2010
  ident: ref_26
  article-title: A Case Study of the Collision-Avoidance Problem Based on Bernstein-B, zier Path Tracking for Multiple Robots with Known Constraints
  publication-title: J. Intell. Robot. Syst.
  doi: 10.1007/s10846-010-9417-8
– ident: ref_23
– volume: 7
  start-page: 10505
  year: 2018
  ident: ref_19
  article-title: Self-Organizing Recurrent Interval Type-2 Petri Fuzzy Design for Time-Varying Delay Systems
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2018.2889226
– ident: ref_4
  doi: 10.3390/mi13030409
– volume: 19
  start-page: 1078
  year: 2020
  ident: ref_2
  article-title: Robust Adaptive Terminal Sliding Mode Control of an Omnidirectional Mobile Robot for Aircraft Skin Inspection
  publication-title: Int. J. Control Autom. Syst.
  doi: 10.1007/s12555-020-0026-4
– volume: 19
  start-page: 4067
  year: 2021
  ident: ref_11
  article-title: Neural Network Based Adaptive Dynamic Surface Control for Omnidirectional Mobile Robots Tracking Control with Full-state Constraints and Input Saturation
  publication-title: Int. J. Control Autom. Syst.
  doi: 10.1007/s12555-020-0582-7
– volume: 606
  start-page: 92
  year: 2022
  ident: ref_14
  article-title: Evolutionary self-organizing fuzzy system using fuzzy-classification-based social learning particle swarm optimization
  publication-title: Inf. Sci.
  doi: 10.1016/j.ins.2022.05.055
– volume: 35
  start-page: 7640
  year: 2019
  ident: ref_21
  article-title: A Self-Organizing Global Sliding Mode Control and Its Application to Active Power Filter
  publication-title: IEEE Trans. Power Electron.
  doi: 10.1109/TPEL.2019.2958051
– volume: 193
  start-page: 567
  year: 2022
  ident: ref_25
  article-title: A fuzzy neural network-based fractional-order Lyapunov-based robust control strategy for exoskeleton robots: Application in upper-limb rehabilitation
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2021.10.022
– volume: 159
  start-page: 107577
  year: 2021
  ident: ref_5
  article-title: Fuzzy adaptive PID fast terminal sliding mode controller for a redundant manipulator
  publication-title: Mech. Syst. Signal Process.
  doi: 10.1016/j.ymssp.2020.107577
– ident: ref_24
  doi: 10.3390/machines8030055
– volume: 67
  start-page: 9671
  year: 2020
  ident: ref_22
  article-title: A New Self-Organizing Fuzzy Cerebellar Model Articulation Controller for Uncertain Nonlinear Systems Using Overlapped Gaussian Membership Functions
  publication-title: IEEE Trans. Ind. Electron.
  doi: 10.1109/TIE.2019.2952790
– volume: 51
  start-page: 7120
  year: 2021
  ident: ref_9
  article-title: Fixed-Time Active Disturbance Rejection Control and Its Application to Wheeled Mobile Robots
  publication-title: IEEE Trans. Syst. Man Cybern. Syst.
  doi: 10.1109/TSMC.2020.2966077
– volume: 27
  start-page: 1480
  year: 2019
  ident: ref_18
  article-title: A Self-Organizing Sliding-Mode Controller for Wastewater Treatment Processes
  publication-title: IEEE Trans. Control Syst. Technol.
  doi: 10.1109/TCST.2018.2836358
– volume: 55
  start-page: 178
  year: 2022
  ident: ref_3
  article-title: Frictional forces and torques compensation based cascaded sliding-mode tracking control for an uncertain omnidirectional mobile robot
  publication-title: Meas. Control
  doi: 10.1177/00202940221092033
– ident: ref_17
  doi: 10.1109/TFUZZ.2022.3165690
– volume: 17
  start-page: 378
  year: 2021
  ident: ref_12
  article-title: Adaptive Backstepping Control for Mecanum-Wheeled Omnidirectional Vehicle Using Neural Networks
  publication-title: IEEJ Trans. Electr. Electron. Eng.
  doi: 10.1002/tee.23521
– volume: 612
  start-page: 759
  year: 2022
  ident: ref_7
  article-title: Fixed-time formation-containment control for uncertain multi-agent systems with varying gain extended state observer
  publication-title: Inf. Sci.
  doi: 10.1016/j.ins.2022.08.096
– volume: 9
  start-page: 8877
  year: 2021
  ident: ref_1
  article-title: Adaptive Robust Constraint Following Control for Omnidirectional Mobile Robot: An Indirect Approach
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3049913
– ident: ref_15
  doi: 10.1109/TFUZZ.2022.3207318
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Snippet This paper proposes a new trajectory tracking control scheme for the four mecanums wheel omnidirectional mobile robot (FM-OMR). Considering the influence of...
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SubjectTerms Access control
Algorithms
Approximation
Artificial neural networks
Control
Control methods
Curves
Equipment and supplies
Fuzzy algorithms
Fuzzy logic
Fuzzy sets
Fuzzy systems
Kinematics
Mobile robots
Neural networks
omnidirectional mobile robot
Optimization
preview strategy
Redundancy
Robots
Robust control
self-organizing
Self-organizing systems
Strategy
Tracking control
Tracking systems
Trajectory control
Trajectory planning
trajectory tracking
Uncertainty
Velocity
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Title Trajectory Tracking Control Method for Omnidirectional Mobile Robot Based on Self-Organizing Fuzzy Neural Network and Preview Strategy
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Volume 25
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