Dynamic task allocation in cooperative robot teams

被引:20
|
作者
Tsalatsanis, Athanasios
Yalcin, Ali [1 ]
Valavanis, Kimon. P. [2 ]
机构
[1] Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33620 USA
[2] Univ Denver, Dept Elect & Comp Engn, Denver, CO USA
关键词
Supervisory control; Cooperative robot teams; Task allocation; Limited lookahead policy; SUPERVISORY CONTROL; SYSTEMS; ARCHITECTURE; SWARM;
D O I
10.1017/S0263574711000920
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this paper, a dynamic task allocation and controller design methodology for cooperative robot teams is presented. Fuzzy-logic-based utility functions are derived to quantify each robot's ability to perform a task. These utility functions are used to allocate tasks in real time through a limited lookahead control methodology partially based on the basic principles of discrete event supervisory control theory. The proposed controller design methodology accommodates flexibility in task assignments, robot coordination, and tolerance to robot failures and repairs. Implementation details of the proposed methodology are demonstrated through a warehouse patrolling case study.
引用
收藏
页码:721 / 730
页数:10
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