An Adaptive Protocol for Dynamic Allocation of Tasks in a Multi-Robot System

被引:0
|
作者
Zitouni, Farouq [1 ]
Maamri, Ramdane [2 ]
机构
[1] KASDI Merbah Univ, Ouargla, Algeria
[2] Constantine 2 Abdelhamid MEHRI Univ, Constantine, Algeria
关键词
dynamic task allocation; multi-robot system; dynamic environment; optimization by ant colonies;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Today, the dynamic allocation of tasks among autonomous robots is increasingly a complex process, due to multiple constraints and limitations. In fact, it allows us to assign optimally a given task to a group of robots. In this context, no central control is usually authorized to perform a given task, and any robot in the system can discover and identify tasks. Therefore, in this paper we propose a protocol for the allocation of tasks in a highly dynamic multi-robot environment. Moreover, the proposed protocol invests the optimization by ant colonnies to perform the optimal allocation between tasks and robots in the system. Finally, this protocol was simulated and tested on e-puck robots using the robotic simulator Webots, and the obtained results are good and promissing.
引用
收藏
页码:128 / 133
页数:6
相关论文
共 50 条
  • [41] Multi-robot system task allocation mechanism for smart factory
    Huang, Yin
    Zhang, Yi
    Xiao, Hong
    PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019), 2019, : 587 - 591
  • [42] Multi-robot Task Allocation and Path Planning System Design
    Fan, Yunfeng
    Deng, Fang
    Shi, Xiang
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 4759 - 4764
  • [43] Behavior Tree Capabilities for Dynamic Multi-Robot Task Allocation with Heterogeneous Robot Teams
    Heppner, Georg
    Oberacker, David
    Roennau, Arne
    Dillmann, Rudiger
    2024 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, ICRA 2024, 2024, : 4826 - 4833
  • [44] Dynamic multi-robot task allocation under uncertainty and temporal constraints
    Choudhury, Shushman
    Gupta, Jayesh K.
    Kochenderfer, Mykel J.
    Sadigh, Dorsa
    Bohg, Jeannette
    AUTONOMOUS ROBOTS, 2022, 46 (01) : 231 - 247
  • [45] Dynamic multi-robot task allocation under uncertainty and temporal constraints
    Shushman Choudhury
    Jayesh K. Gupta
    Mykel J. Kochenderfer
    Dorsa Sadigh
    Jeannette Bohg
    Autonomous Robots, 2022, 46 : 231 - 247
  • [46] Multi-robot task allocation for exploration
    Ping-an Gao
    Zi-xing Cai
    Journal of Central South University of Technology, 2006, 13 : 548 - 551
  • [47] Multi-robot task allocation for exploration
    高平安
    蔡自兴
    Journal of Central South University of Technology(English Edition), 2006, (05) : 548 - 551
  • [48] Multi-robot task allocation for exploration
    Gao Ping-an
    Cai Zi-xing
    JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY, 2006, 13 (05): : 548 - 551
  • [49] Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints
    Choudhury, Shushman
    Gupta, Jayesh K.
    Kochendeefer, Mykel J.
    Sadigh, Dorsa
    Bohg, Jeannette
    ROBOTICS: SCIENCE AND SYSTEMS XVI, 2020,
  • [50] Dynamic Patrol Planning in a Cooperative Multi-robot System
    Hwang, Kao-Shing
    Lin, Jin-Ling
    Huang, Hui-Ling
    NEXT WAVE IN ROBOTICS, 2011, 212 : 116 - +