Cooperative approach for an optimal area coverage and connectivity in multi-robot systems

被引:0
|
作者
Laouici, Zineb [1 ]
Mami, M. A. [1 ]
Khelfi, M. F. [1 ]
机构
[1] Univ Oran 1 Ahmed Ben Bella, Fac Exact & Appl Sci, RIIR Lab, Oran, Algeria
来源
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS (ICAR) | 2015年
关键词
Multi-Robots; Area coverage; navigation; communication; cooperation; maintain connectivity; robot fail; NETWORKS;
D O I
暂无
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper addresses the problem of covering an open area by using multiple robots. Our paper proposes a heuristic algorithm to maximize area coverage of mobile robots team and maintain connectivity. This algorithm adopts the principle of spreading a wave in order to guide the movements of robots. This wave starts from a point and spreading in regular way. So in each step, the central robot builds a wave around it using the adequate robots from its direct neighbors. The mobile robots coordinate to determine the next destinations to reach, so the coverage time and traveled distance is minimized. Also the robots network has less overhead messages because each robot communicates only with it directs neighbors. We present also an approach for self-redeployment in case of failure. The simulation results are presented to validate the performance of our approach.
引用
收藏
页码:176 / 181
页数:6
相关论文
共 50 条
  • [31] Spreading out: A local approach to multi-robot coverage
    Batalin, MA
    Sukhatme, GS
    DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS 5, 2002, : 373 - 382
  • [32] Multi-Robot Coverage: A Bee Pheromone Signalling Approach
    Caliskanelli, Ipek
    Broecker, Bastian
    Tuyls, Karl
    ARTIFICIAL LIFE AND INTELLIGENT AGENTS, ALIA 2014, 2015, 519 : 124 - 140
  • [33] A Visual Analytics Approach to Debugging Cooperative, Autonomous Multi-Robot Systems' Worldviews
    Bae, Suyun Sandrar
    Rossi, Federico
    Vander Hook, Joshua
    Davidoff, Scott
    Ma, Kwan-Liu
    2020 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST 2020), 2020, : 24 - 35
  • [34] Cooperative, distributed localization in multi-robot systems: A minimum-entropy approach
    Caglioti, Vincenzo
    Citterio, Augusto
    Fossati, Andrea
    DIS 2006: IEEE WORKSHOP ON DISTRIBUTED INTELLIGENT SYSTEMS: COLLECTIVE INTELLIGENCE AND ITS APPLICATIONS, PROCEEDINGS, 2006, : 25 - +
  • [35] A Connectivity-Prediction Algorithm and its Application in Active Cooperative Localization for Multi-Robot Systems
    Zhang, Liang
    Zhang, Zexu
    Siegwart, Roland
    Chung, Jen Jen
    2020 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2020, : 9824 - 9830
  • [36] Distributed even coverage control of multi-robot systems
    Xiao F.
    Yang Q.-K.
    Zhou B.
    Fang H.
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2023, 40 (03): : 441 - 449
  • [37] Effects of Multi-Robot Team Formations on Distributed Area Coverage
    Dasgupta, Prithviraj
    Whipple, Taylor
    Cheng, Ke
    INTERNATIONAL JOURNAL OF SWARM INTELLIGENCE RESEARCH, 2011, 2 (01) : 44 - 69
  • [38] Homogeneous hierarchical composition of areas in multi-robot area coverage
    Raghavan, Sriram
    B, Ravindran
    ABSTRACTION, REFORMULATION, AND APPROXIMATION, PROCEEDINGS, 2007, 4612 : 300 - 313
  • [39] Underwater Multi-robot Persistent Area Coverage Mission Planning
    Li, Bingxi
    Moridian, Barzin
    Mahmoudian, Nina
    OCEANS 2016 MTS/IEEE MONTEREY, 2016,
  • [40] On Coverage Control for Limited Range Multi-Robot Systems
    Pratissoli, Federico
    Capelli, Beatrice
    Sabattini, Lorenzo
    2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2022, : 9957 - 9963