Title :
A decentralized algorithm for assigning the weighting parameters in a general synchronous consensus network
Author :
Coduti, L. ; Corless, Martin
Author_Institution :
Dynetics, Huntsville, AL, USA
Abstract :
We consider a network with the following goal: the state at each node of the network must iteratively converge to the same value; this value being some specified weighted average of the initial states of the network. To achieve this goal requires the construction of a matrix of weighting parameters with specific properties. In this paper, we present an iterative algorithm for determining these weighting parameters in a decentralized fashion; the weighting parameters are specified by the network nodes and each node only specifies the weighting parameters associated with that node. The results do not require that the communication graph of the network be bidirectional, but do require synchronous communication.
Keywords :
graph theory; iterative methods; network theory (graphs); communication graph; decentralized algorithm; general synchronous consensus network; iterative algorithm; weighting parameters; Convergence; Educational institutions; Eigenvalues and eigenfunctions; Network topology; Nickel; Topology; USA Councils;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6427073