Design and Implementation of an Integrated Control System for Omnidirectional Mobile Robots in Industrial Logistics

被引:3
|
作者
Neaz, Ahmed [1 ]
Lee, Sunyeop [1 ]
Nam, Kanghyun [1 ]
机构
[1] Yeungnam Univ, Sch Mech Engn, 280 Daehak Ro, Gyongsan 38541, South Korea
基金
新加坡国家研究基金会;
关键词
ROS and LabVIEW interaction 1; autonomous robot 2; navigation with ROS 3; control design with ROS 4; SLAM; 5; navigation with ROS; omnidirectional mobile robot 6; integrated control system 7; industrial logistic robots 8; DOMAIN;
D O I
10.3390/s23063184
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The integration of intelligent robots in industrial production processes has the potential to significantly enhance efficiency and reduce human adversity. However, for such robots to effectively operate within human environments, it is critical that they possess an adequate understanding of their surroundings and are able to navigate through narrow aisles while avoiding both stationary and moving obstacles. In this research study, an omnidirectional automotive mobile robot has been designed for the purpose of performing industrial logistics tasks within heavy traffic and dynamic environments. A control system has been developed, which incorporates both high-level and low-level algorithms, and a graphical interface has been introduced for each control system. A highly efficient micro-controller, namely myRIO, has been utilized as the low-level computer to control the motors with an appropriate level of accuracy and robustness. Additionally, a Raspberry Pi 4, in conjunction with a remote PC, has been utilized for high-level decision making, such as mapping the experimental environment, path planning, and localization, through the utilization of multiple Lidar sensors, IMU, and odometry data generated by wheel encoders. In terms of software programming, LabVIEW has been employed for the low-level computer, and the Robot Operating System (ROS) has been utilized for the design of the higher-level software architecture. The proposed techniques discussed in this paper provide a solution for the development of medium- and large-category omnidirectional mobile robots with autonomous navigation and mapping capabilities.
引用
收藏
页数:23
相关论文
共 50 条
  • [21] Design of a Control Strategy Based on Type-2 Fuzzy Logic for Omnidirectional Mobile Robots
    Cuevas, Felizardo
    Castillo, Oscar
    Cortes-Antonio, Prometeo
    [J]. JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2021, 37 (1-2) : 107 - 136
  • [22] Trajectory Tracking Control for Omnidirectional Mobile Robots with Input Constraints
    Zheng, Wenhao
    Jia, Yingmin
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB 2016), 2016, : 373 - 376
  • [23] Offline robust tuning of the motion control for omnidirectional mobile robots
    Serrano-Perez, Omar
    Villarreal-Cervantes, Miguel G.
    Rodriguez-Molina, Alejandro
    Serrano-Perez, Javier
    [J]. APPLIED SOFT COMPUTING, 2021, 110
  • [24] Smooth Switching Robust Adaptive Control for Omnidirectional Mobile Robots
    Huang, Jeng-Tze
    Tran Van Hung
    Tseng, Ming-Lei
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2015, 23 (05) : 1986 - 1993
  • [25] Feedback Control of an Omnidirectional Autonomous Platform for Mobile Service Robots
    Keigo Watanabe
    Yamato Shiraishi
    Spyros G. Tzafestas
    Jun Tang
    Toshio Fukuda
    [J]. Journal of Intelligent and Robotic Systems, 1998, 22 : 315 - 330
  • [26] Multilayer Control for Coordinating Three - Wheeled Omnidirectional Mobile Robots
    Putra, Calmantara Sumpono
    Fahleraz, Faza
    Widyotriatmo, Augie
    Mutijarsa, Kusprasapta
    [J]. PROCEEDINGS OF THE 2019 6TH INTERNATIONAL CONFERENCE ON INSTRUMENTATION, CONTROL, AND AUTOMATION (ICA), 2019, : 182 - 187
  • [27] Motion and squeeze force control for omnidirectional wheeled mobile robots
    Deng, Xuyue
    Zhao, Dongbin
    Yi, Jianqiang
    Wen, John T.
    [J]. 2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 1-12 : COVER4 - COVER5
  • [28] Position control with dynamic obstacle avoidance in omnidirectional mobile robots
    Villalvazo-Covian, Rodrigo
    Meza-Sanchez, Marlen
    Clemente, Eddie
    Rodriguez-Linan, M. C.
    Monay-Arredondo, Luis
    Olague, Gustavo
    [J]. PROCEEDINGS OF THE 2021 XXIII ROBOTICS MEXICAN CONGRESS (COMROB), 2021, : 44 - 49
  • [29] Swedish Wheeled Omnidirectional Mobile Robots: Kinematics Analysis and Control
    Indiveri, Giovanni
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (01) : 164 - 171
  • [30] Feedback control of an omnidirectional autonomous platform for mobile service robots
    Watanabe, K
    Shiraishi, Y
    Tzafestas, SG
    Tang, J
    Fukuda, T
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 1998, 22 (3-4) : 315 - 330