Decentralized Control and Obstacle Avoidance in Autonomous Cooperative Transport System

Author:

Alif A.,Kavitha C. S.,Sreeja S.

Abstract

Autonomous cooperative transport has been a receptive research hotspot for decades. The main concern is to find the effective coordination among autonomous agents to perform the task in order to achieve overall performance accuracy. In this paper, a multi-robot system performing a payload manipulation task where the participating robots do not have any knowledge regarding other robots in the system or the payload dynamics is considered. A decentralized proportional-derivative control strategy by which the multi-robot system can organize itself and adapt dynamically to changing circumstances is proposed. The decentralized controller is augmented with an orientation control by which the payload in transport attains a desired angular orientation at the target location. An obstacle avoidance strategy using an artificial potential field method is incorporated to avoid any obstacle in its transport path. The transport systemis simulated with uniform and non-uniform distributions of robots around the payload, for transportation as well as obstacle avoidance scenarios.

Reference15 articles.

1. Moffet, M.W., "Behaviour of the Group-predatory ant Proatta Butteli (Hymenoptera: formicidae): An Orld World Relative to the Attine Ants", Insectes Sociaux, Vol.33, 1986, pp.444-457.

2. Teodorovic, D. and Dell’Orco, M., "Bee Colony Optimization- A Cooperative Learning Approach to Complex Transportation Problems", Advanced OR and AI Methods in Transportation, Vol.51, 2005, p.60.

3. Gautrais, J., Theraulaz, G., Denubourg, J.L. and Anderson, C., "Emergent Polyethism as a Consequence of Increased Colony Size in Insect Societies", Journal of Theoretical Biology, Vol.215, 2002, pp.363- 373.

4. Mori., Hans., Saito., Yutaka and Tho Yow Pong., "Cooperative Group Predation in a Sit and Wait Cheyletid Mite", Experimental and Applied Acarology, Vol.23, 1999, pp.643-651.

5. Martinoli, A. and Mondada, F., "Collective and Cooperative Group Behaviours: Biologically Inspired Experiments in Robotics", Proceedings of the 4th International Symposium on Experimental Robotics ISER-95, Lecture Notes in Control and Information Sciences, 1997, Vol.223, pp.3-10.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3