• DocumentCode
    2017872
  • Title

    Arduino based multi-robot stick carrying by Artificial Bee Colony optimization algorithm

  • Author

    Das, Pratyusha ; Sadhu, Arup Kumar ; Vyas, Rishi Raj ; Konar, Amit ; Bhattacharyya, Diptendu

  • Author_Institution
    Dept. of Electron. & Telecommun. Eng., Jadavpur Univ., Kolkata, India
  • fYear
    2015
  • fDate
    7-8 Feb. 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Cooperation of the multi-robots is an upcoming appealing area of research in the field of robotics. In this paper, two arduino based mobile robots are carrying a stick by cooperation towards their goal avoiding obstacles. The path planning algorithm is designed with the help of Artificial Bee Colony Optimization (ABCO) algorithm which chooses the optimized path by minimizing the distance between the robots and maximizing the distance from the obstacles. The ultrasonic sensors, encoder, 3-axis compass and XBee module are embedded in the robot to detect obstacle in the path of the robots, the distance travelled by the robot, calculate the direction (coordinate) of the robot and to communicate with other robots respectively. We have also designed our algorithm with the help of differential evolutionary (DE) algorithm. Analyzing the performance of ABCO and DE algorithms, it is observed that ABCO outperforms DE in real-robot experiment with respect to distance metric.
  • Keywords
    collision avoidance; evolutionary computation; mobile robots; multi-robot systems; ABCO algorithm; Arduino based mobile robots; Arduino based multirobot stick; artificial bee colony optimization algorithm; differential evolutionary algorithm; obstacle detection; path planning algorithm; real-robot experiment; ultrasonic sensors; Collision avoidance; Mobile robots; Optimization; Robot kinematics; Robot sensing systems; Ardiuno; Artificial Bee Colony Optimization; Cooperation; Differential evolutionary; Multi-robot;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Communication, Control and Information Technology (C3IT), 2015 Third International Conference on
  • Conference_Location
    Hooghly
  • Print_ISBN
    978-1-4799-4446-0
  • Type

    conf

  • DOI
    10.1109/C3IT.2015.7060152
  • Filename
    7060152