IEEE Open Journal of the Computer Society (Jan 2023)

Multi-Robot Systems and Cooperative Object Transport: Communications, Platforms, and Challenges

  • Xing An,
  • Celimuge Wu,
  • Yangfei Lin,
  • Min Lin,
  • Tsutomu Yoshinaga,
  • Yusheng Ji

DOI
https://doi.org/10.1109/OJCS.2023.3238324
Journal volume & issue
Vol. 4
pp. 23 – 36

Abstract

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Multi-robot systems gain considerable attention due to lower cost, better robustness, and higher scalability as compared with single-robot systems. Cooperative object transport, as a well-known use case of multi-robot systems, shows great potential in real-world applications. The design and implementation of a multi-robot system involve many technologies, specifically, communication, coordination, task allocation methods, experimental platforms, and simulators. However, most of recent multi-robot system studies focus on coordination and task allocation problems, with little focus on communications among multiple robots. In this review, we focus on the communication, validation platform, and simulator of multi-robot systems, and discuss one of the important applications, cooperative object transport. First, we study the multi-robot system fundamentals and comprehensively review the multi-robot system communication technologies. Then, the multi-robot system validating platform, testbed, simulator, and middleware used in academia and industry are investigated. Finally, we discuss recent advances in cooperative object transport, and challenges and possible future research directions for multi-robot systems.

Keywords