ICRA 2011 Paper Abstract

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Paper WeA212.4

Jayasiri, Awantha (Memorial University of Newfoundland), Mann, George K. I. (Memorial University of Newfoundland), Gosine, Raymond G. (Memorial University of Newfoundland)

Tightly-Coupled Multi Robot Coordination Using Decentralized Supervisory Control of Fuzzy Discrete Event Systems

Scheduled for presentation during the Regular Sessions "Cooperative Control for Multiple Robots" (WeA212), Wednesday, May 11, 2011, 10:50−11:05, Room 5H

2011 IEEE International Conference on Robotics and Automation, May 9-13, 2011, Shanghai International Conference Center, Shanghai, China

This information is tentative and subject to change. Compiled on December 10, 2019

Keywords Behaviour-Based Systems, Discrete Event Dynamic Automation Systems, Neural and Fuzzy Control

Abstract

In this paper, we address the multi robot coordination problem of tightly-coupled task execution, using a formal decentralized supervisory control approach. A general architecture for decentralized supervisory control of Fuzzy Discrete Event Systems (FDES), which is capable of modeling asynchronous event driven systems with inherited uncertainties, is developed. This architecture is then incorporated for controlling behavior-based mobile robots moving in unstructured environments while maintaining a fixed distance between each other, which resembles a tightly-coupled multi robot object manipulation task. The proposed approach is then successfully implemented in simulation with two mobile robots and a performance evaluation is also performed to investigate the validity of the proposed approach over the centralized and crisp Discrete Event System (DES) based approaches.

 

 

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