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
Link To Document :
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