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
  • [31] Motion and Internal Force Control for Omnidirectional Wheeled Mobile Robots
    Zhao, Dongbin
    Deng, Xuyue
    Yi, Jianqiang
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2009, 14 (03) : 382 - 387
  • [32] MATERIAL DISTRIBUTION WITH MOBILE ROBOTS IN AN INDUSTRIAL ENVIRONMENT: System design and simulation
    Grijalva, Gabriel
    Chavez, Danilo
    Camacho, Oscar
    [J]. IFAC PAPERSONLINE, 2018, 51 (13): : 650 - 655
  • [33] Design and implementation of a navigation system for mobile robots based on omni vision
    Zhang, Yao
    Chen, Wei-Dong
    [J]. Jiqiren/Robot, 2005, 27 (02): : 173 - 177
  • [34] An accurate and efficient navigation system for omnidirectional robots in industrial environments
    Sprunk, Christoph
    Lau, Boris
    Pfaff, Patrick
    Burgard, Wolfram
    [J]. AUTONOMOUS ROBOTS, 2017, 41 (02) : 473 - 493
  • [35] Design and Implementation of Model-Predictive Control With Friction Compensation on an Omnidirectional Mobile Robot
    Lins Barreto S., Julio Cesar
    Scolari Conceicao, Andre Gustavo
    Dorea, Carlos E. T.
    Martinez, Luciana
    de Pieri, Edson Roberto
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (02) : 467 - 476
  • [36] An accurate and efficient navigation system for omnidirectional robots in industrial environments
    Christoph Sprunk
    Boris Lau
    Patrick Pfaff
    Wolfram Burgard
    [J]. Autonomous Robots, 2017, 41 : 473 - 493
  • [37] HOPIS: Hybrid Omnidirectional and Perspective Imaging System for Mobile Robots
    Lin, Huei-Yung
    Wang, Min-Liang
    [J]. SENSORS, 2014, 14 (09) : 16508 - 16531
  • [38] Implementation of a wireless control system with self timed activation for mobile robots
    Ortega-Cisneros, S.
    Raygoza-Panduro, J. J.
    de la Mora, A.
    Castillo, O.
    [J]. 2008 4TH SOUTHERN CONFERENCE ON PROGRAMMABLE LOGIC, PROCEEDINGS, 2008, : 205 - 208
  • [39] Design and Implementation of Human Following for Separable Omnidirectional Mobile System of Smart Home Robot
    Chen, Che-Wen
    Tseng, Shih-Pang
    Hsu, Yao-Tsung
    Wang, Jhing-Fa
    [J]. PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON ORANGE TECHNOLOGIES (ICOT), 2017, : 210 - 213
  • [40] Design and Optimization of Wheel Drive Control System for Mobile Robots
    Wu, Xing
    Lou, Peihuang
    Yu, Jun
    [J]. COMPUTER SCIENCE FOR ENVIRONMENTAL ENGINEERING AND ECOINFORMATICS, PT 1, 2011, 158 : 451 - 456