• DocumentCode
    1783769
  • Title

    Distributed minimum-time weight balancing over digraphs

  • Author

    Charalambous, Themistoklis ; Hadjicostis, Christoforos N. ; Johansson, Mikael

  • Author_Institution
    Dept. of Autom. Control, R. Inst. of Technol. (KTH), Stockholm, Sweden
  • fYear
    2014
  • fDate
    21-23 May 2014
  • Firstpage
    190
  • Lastpage
    193
  • Abstract
    We address the weight-balancing problem for a distributed system whose components (nodes) can exchange information via interconnection links (edges) that form an arbitrary, possibly directed, communication topology (digraph). A weighted digraph is balanced if, for each node, the sum of the weights of the edges outgoing from that node is equal to the sum of the weights of the edges incoming to that node. Weight-balanced digraphs play a key role in a variety of applications, such as coordination of groups of robots, distributed decision making, and distributed averaging which is important for a wide range of applications in signal processing. We propose a distributed algorithm for solving the weight balancing problem in a minimum number of iterations, when the weights are nonnegative real numbers. We also provide examples to corroborate the proposed algorithm.
  • Keywords
    directed graphs; distributed algorithms; directed graphs; distributed algorithm; distributed averaging; distributed decision making; distributed minimum-time weight balancing problem; distributed system; information exchange; interconnection links; robot groups; signal processing; weight-balanced digraphs; Convergence; Distributed algorithms; Educational institutions; Polynomials; Signal processing algorithms; Topology; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Control and Signal Processing (ISCCSP), 2014 6th International Symposium on
  • Conference_Location
    Athens
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2014.6877847
  • Filename
    6877847