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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Main Authors: Claudio Rossi, Leyre Aldama, Antonio Barrientos
Format: Article
Language:English
Published: SAGE Publishing 2015-03-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/59880
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spelling 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
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AT antoniobarrientos simultaneoustasksubdivisionandallocationusingnegotiationsinmultirobotsystems
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