DocumentCode :
716124
Title :
Task scheduling for mobile robots using interval algebra
Author :
Mudrova, Lenka ; Hawes, Nick
Author_Institution :
Sch. of Comput. Sci., Univ. of Birmingham, Birmingham, UK
fYear :
2015
fDate :
26-30 May 2015
Firstpage :
383
Lastpage :
388
Abstract :
We present a novel task scheduling algorithm for use on mobile robots in real environments. The scheduling problem is formalised as mixed integer program, which is a standard approach in the scheduling community. Our contribution is the use of Allen´s interval algebra to prune the search to be performed by the mixed integer program. This significantly speeds up the algorithm. The proposed algorithm has been used on several mobile robots in long-term autonomy scenarios, where it schedules large sets containing a variety of tasks. The proposed algorithm outperforms the state of the art by at least one order of magnitude on both these real tasks and synthetic datasets.
Keywords :
algebra; integer programming; mobile robots; Allen interval algebra; long-term autonomy scenarios; mixed integer program; mobile robots; real environments; scheduling community; standard approach; synthetic datasets; task scheduling algorithm; Algebra; Mobile robots; Optimization; Schedules; Scheduling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
Type :
conf
DOI :
10.1109/ICRA.2015.7139027
Filename :
7139027
Link To Document :
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