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