Multi-robot task allocation method for heterogeneous tasks with priorities

被引:1
|
作者
Guerrero, Jose [1 ]
Oliver, Gabriel [1 ]
机构
[1] Univ Illes Balears, Dept Math & Comp Sci, Cra Valldemossa,Km 7-5, Palma de Mallorca 07122, Spain
关键词
D O I
10.1007/978-4-431-35873-2_18
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Task allocation is a complex and open problem for multi-robot systems and very especially if a priority is associated to each task. In this paper, we present a method to allocate tasks with priorities in a team of heterogeneous robots. The system is partially inspired on auction and thresholds-based methods and tries to determine the optimum number of robots. that are needed to solve specific tasks taking into account their priorities and characteristics. Thus, we can minimize the interference effect between robots and increase the system performance. The method has been extensively tested for a modification of the well-known foraging task, using different kinds of robots. Experimental results are presented to show the benefits of the proposed method.
引用
收藏
页码:181 / +
页数:2
相关论文
共 50 条
  • [1] Task Allocation Within a Heterogeneous Multi-Robot System
    Budinska, Ivana
    Havlik, Stefan
    2016 CYBERNETICS & INFORMATICS (K&I), 2016,
  • [2] Resilient Task Allocation in Heterogeneous Multi-Robot Systems
    Mayya, Siddharth
    D'antonio, Diego S.
    Saldana, David
    Kumar, Vijay
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 6 (02) : 1327 - 1334
  • [3] Dynamic task allocation for multi-robot search and retrieval tasks
    Wei, Changyun
    Hindriks, Koen V.
    Jonker, Catholijn M.
    APPLIED INTELLIGENCE, 2016, 45 (02) : 383 - 401
  • [4] Dynamic task allocation for multi-robot search and retrieval tasks
    Changyun Wei
    Koen V. Hindriks
    Catholijn M. Jonker
    Applied Intelligence, 2016, 45 : 383 - 401
  • [5] An Optimal Task Allocation Strategy for Heterogeneous Multi-Robot Systems
    Notomista, Gennaro
    Mayya, Siddharth
    Hutchinson, Seth
    Egerstedt, Magnus
    2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 2071 - 2076
  • [6] Multi-robot Task Allocation Using Clustering Method
    Janati, Farzam
    Abdollahi, Farzaneh
    Ghidary, Saeed Shiry
    Jannatifar, Masoumeh
    Baltes, Jacky
    Sadeghnejad, Soroush
    ROBOT INTELLIGENCE TECHNOLOGY AND APPLICATIONS 4, 2017, 447 : 233 - 247
  • [7] An autonomous task allocation method of the multi-robot system
    Ding, Yinying
    Zhu, Miaoliang
    He, Yan
    Jiang, Jingping
    2006 9TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1- 5, 2006, : 327 - +
  • [8] A hybrid dynamic task allocation approach for a heterogeneous multi-robot system
    Meng, Yan
    Shah, Kashyap
    MULTI-AGENT ROBOTIC SYSTEMS, PROCEEDINGS, 2007, : 3 - 13
  • [9] Multi-robot task allocation for exploration
    Ping-an Gao
    Zi-xing Cai
    Journal of Central South University of Technology, 2006, 13 : 548 - 551
  • [10] Multi-robot task allocation for exploration
    高平安
    蔡自兴
    Journal of Central South University, 2006, (05) : 548 - 551