Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems
This paper presents a negotiations-based approach for simultaneous task subdivision and assignment in heterogeneous multi-robot systems. We first propose an abstraction of the concept of a task that allows for the generalizing of a variety of different problems. Based on such an abstraction, we have...
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Series: | International Journal of Advanced Robotic Systems |
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doaj-b550243b31994aa885d827d877266a752020-11-25T03:39:28ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142015-03-011210.5772/5988010.5772_59880Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot SystemsClaudio Rossi0Leyre Aldama1Antonio Barrientos2 Centre for Robotics and Automation UPM-CSIC, Madrid, Spain Centre for Robotics and Automation UPM-CSIC, Madrid, Spain Centre for Robotics and Automation UPM-CSIC, Madrid, SpainThis paper presents a negotiations-based approach for simultaneous task subdivision and assignment in heterogeneous multi-robot systems. We first propose an abstraction of the concept of a task that allows for the generalizing of a variety of different problems. Based on such an abstraction, we have developed a negotiation protocol based on Rubinstein's alternate offers protocol. This is extended to the multi-dimensional space and employs a heuristic search step for evaluating and generating offers. Furthermore, the issue of how to extend a bilateral negotiations protocol to more than two parties is taken into consideration. The protocol was first tested in numerical simulations with different scenarios and then applied to three real-world missions.https://doi.org/10.5772/59880 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Claudio Rossi Leyre Aldama Antonio Barrientos |
spellingShingle |
Claudio Rossi Leyre Aldama Antonio Barrientos Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems International Journal of Advanced Robotic Systems |
author_facet |
Claudio Rossi Leyre Aldama Antonio Barrientos |
author_sort |
Claudio Rossi |
title |
Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems |
title_short |
Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems |
title_full |
Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems |
title_fullStr |
Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems |
title_full_unstemmed |
Simultaneous Task Subdivision and Allocation Using Negotiations in Multi-Robot Systems |
title_sort |
simultaneous task subdivision and allocation using negotiations in multi-robot systems |
publisher |
SAGE Publishing |
series |
International Journal of Advanced Robotic Systems |
issn |
1729-8814 |
publishDate |
2015-03-01 |
description |
This paper presents a negotiations-based approach for simultaneous task subdivision and assignment in heterogeneous multi-robot systems. We first propose an abstraction of the concept of a task that allows for the generalizing of a variety of different problems. Based on such an abstraction, we have developed a negotiation protocol based on Rubinstein's alternate offers protocol. This is extended to the multi-dimensional space and employs a heuristic search step for evaluating and generating offers. Furthermore, the issue of how to extend a bilateral negotiations protocol to more than two parties is taken into consideration. The protocol was first tested in numerical simulations with different scenarios and then applied to three real-world missions. |
url |
https://doi.org/10.5772/59880 |
work_keys_str_mv |
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1724538639847784448 |