Title :
Decentralised minimum-time average consensus in digraphs
Author :
Charalambous, Themistoklis ; Ye Yuan ; Tao Yang ; Wei Pan ; Hadjicostis, Christoforos N. ; Johansson, Mikael
Author_Institution :
ACCESS Linnaeus Center, KTH-R. Inst. of Technol., Stockholm, Sweden
Abstract :
Distributed algorithms for average consensus in directed graphs are typically asymptotic in the literature. In this work, we propose a protocol to distributively reach average consensus in a finite number of steps on interconnection topologies that form strongly connected directed graphs (digraphs). The average consensus value can be computed, based exclusively on local observations at each component, by running a protocol that requires each component to observe and store its own value over a finite and minimal number of steps, and to have knowledge of the number of its out-going links (i.e., the number of components to which it sends information). The proposed algorithm is demonstrated via illustrative examples.
Keywords :
directed graphs; average consensus value; decentralised minimum-time average consensus; digraphs; distributed algorithm; interconnection topologies; local observations; out-going links; protocol; strongly connected directed graphs; Algorithm design and analysis; Convergence; Distributed algorithms; Linear matrix inequalities; Polynomials; Topology; Vectors;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760277