Abstract
Many researchers from academia and industry are attracted to investigate how to design and develop robust versatile multi-robot systems by solving a number of challenging and complex problems such as task allocation, group formation, self-organization and much more. In this study, the problem of multi-robot task allocation (MRTA) is tackled. MRTA is the problem of optimally allocating a set of tasks to a group of robots to optimize the overall system performance while being subjected to a set of constraints. A generic market-based approach is proposed in this paper to solve this problem. The efficacy of the proposed approach is quantitatively evaluated through simulation and real experimentation using heterogeneous Khepera-III mobile robots. The results from both simulation and experimentation indicate the high performance of the proposed algorithms and their applicability in search and rescue missions.
| Original language | English |
|---|---|
| Article number | 052006 |
| Journal | Journal of Physics: Conference Series |
| Volume | 570 |
| DOIs | |
| State | Published - 2014 |
| Externally published | Yes |
| Event | 11th European Workshop on Advanced Control and Diagnosis 2014, ACD 2014 - Berlin, Germany Duration: 13 Nov 2014 → 14 Nov 2014 |
Bibliographical note
Publisher Copyright:© Published under licence by IOP Publishing Ltd.
ASJC Scopus subject areas
- General Physics and Astronomy