Path planning protocol for collaborative multi-robot systems

被引:0
|
作者
Chen, JH [1 ]
Li, LR [1 ]
机构
[1] Chagn Gung Univ, Dept Comp Sci & Informat Engn, Taoyuan 333, Taiwan
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless ad hoc sensor networks are being developed to collect data across the area of deployment. These technologies enable multiple robots to form a temporary multi-robot team and cooperate with each other to launch a complex mission. A path planning algorithm and well-organized communication protocol are needed when the multi-robot systems have to search for or reach a designate target. It is more complex in designing a collaborative path planning algorithm and communication protocols for multi-robot systems since it has to consider avoiding intra-team collisions, energy efficiency, information sharing and cooperation problems, etc. Moreover, unlike single robot path planning problem, a multi-robot system is usually constructed by several simple, cheap, function-restricted, and energy-limited robots to plan a path toward the target by cooperative fashion. This is the main advantage of the puny multi-robot system. Therefore, in this paper, we propose a simple but efficient collaborative path planning algorithm (CPPA) and a communication protocol for the sensor multi-robot systems where the energy consumption is reduced as well as the duration of reaching the goal is shortened. Moreover, considering the survivability of the mission, the proposed algorithm can enable the sensor robots to complete the mission even if some robots are failed by accidents. Experiment results show that the energy consumption and computation of proposed algorithm is lower than the multiple independent robots or other methods.
引用
收藏
页码:721 / 726
页数:6
相关论文
共 50 条
  • [41] Collaborative Multi-Robot Formation Control and Global Path Optimization
    Liang, Di
    Liu, Zhongyi
    Bhamra, Ran
    APPLIED SCIENCES-BASEL, 2022, 12 (14):
  • [42] Motion planning for multi-robot assembly systems
    Bonert, M
    Shu, LH
    Benhabib, B
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2000, 13 (04) : 301 - 310
  • [43] A Multi-touch Interface for Multi-robot Path Planning and Control
    Andolina, Salvatore
    Forlizzi, Jodi
    SYMBIOTIC INTERACTION, 2014, 8820 : 127 - 132
  • [44] Path Planning Techniques for Real-Time Multi-Robot Systems: A Systematic Review
    Abujabal, Nour
    Rabie, Tamer
    Baziyad, Mohammed
    Kamel, Ibrahim
    Almazrouei, Khawla
    ELECTRONICS, 2024, 13 (12)
  • [45] Distributing Collaborative Multi-Robot Planning With Gaussian Belief Propagation
    Patwardhan, Aalok
    Murai, Riku
    Davison, Andrew J.
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (02) : 552 - 559
  • [46] A Multi-Robot Path Planning Approach Based on Probabilistic Foam
    Nascimento, Luis B. P.
    Morais, Daniel S.
    Barrios-Aranibar, Dennis
    Santos, Vitor G.
    Pereira, Diego S.
    Alsina, Pablo J.
    Medeiros, Adelardo A. D.
    2019 LATIN AMERICAN ROBOTICS SYMPOSIUM, 2019 BRAZILIAN SYMPOSIUM ON ROBOTICS (SBR) AND 2019 WORKSHOP ON ROBOTICS IN EDUCATION (LARS-SBR-WRE 2019), 2019, : 329 - 334
  • [47] Multi-robot Path Planning for Complete Coverage with Genetic Algorithms
    Sun, Rongchuan
    Tang, Chunhua
    Zheng, Jianying
    Zhou, Yongzheng
    Yu, Shumei
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2019, PT V, 2019, 11744 : 349 - 361
  • [48] MT*: Multi-Robot Path Planning for Temporal Logic Specifications
    Gujarathi, Dhaval
    Saha, Indranil
    2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2022, : 13692 - 13699
  • [49] An overview of collaborative robotic manipulation in multi-robot systems
    Feng, Zhi
    Hu, Guoqiang
    Sun, Yajuan
    Soon, Jeffrey
    ANNUAL REVIEWS IN CONTROL, 2020, 49 : 113 - 127
  • [50] Cooperative multi-robot path planning using differential evolution
    Chakraborty, Jayasree
    Konar, Amit
    Jain, L. C.
    Chakraborty, Uday K.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2009, 20 (1-2) : 13 - 27