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
Link To Document :
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