• DocumentCode
    253489
  • Title

    Analysis of the effects of failure and noise in the distributed connectivity maintenance of a multi-robot system

  • Author

    Battagello, Vinicius A. ; Ribeiro, Carlos H. C.

  • Author_Institution
    Postgrad. Program Comput. & Electron. Eng. Technol., Inst. of Aeronaut. (ITA), São José dos Campos, Brazil
  • fYear
    2014
  • fDate
    19-21 Nov. 2014
  • Firstpage
    427
  • Lastpage
    432
  • Abstract
    To perform cooperative tasks in a decentralized manner, multi-robot systems are often required to communicate with each other. Therefore, maintaining the communication graph connectivity is a fundamental issue. In this paper, we analyse the effects of different types of disturbances (failure and noise) in the communication between agents, upon a connectivity maintenance control strategy. The results show that the connectivity strategy is resilient to the negative effects of such disturbances under realistic settings that consider a bandwidth limit for the control effort. This opens the perspective of applying the connectivity maintenance strategy in adaptive schemes that consider, for instance, autonomous adaptation to constraints other than connectivity itself, e.g. communication efficiency and energy harvesting.
  • Keywords
    control engineering computing; cooperative systems; graph theory; multi-robot systems; bandwidth limit; communication efficiency; communication failure; communication graph connectivity; connectivity maintenance control strategy; cooperative task; distributed connectivity maintenance; energy harvesting; multirobot system; noise effect; Eigenvalues and eigenfunctions; Estimation; Maintenance engineering; Multi-robot systems; Nickel; Noise; Robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Informatics (CINTI), 2014 IEEE 15th International Symposium on
  • Conference_Location
    Budapest
  • Type

    conf

  • DOI
    10.1109/CINTI.2014.7028713
  • Filename
    7028713