| Title | How to Implement Doubly-Stochastic Matrices for Consensus-Based Distributed Algorithms |
| Publication Type | Conference Paper |
| Year of Publication | 2014 |
| Authors | Valcárcel-Macua, S, Moreno-León, C, Romero, JS, Pereira, SSilva, Zazo, J, Pagès-Zamora, A, López-Valcarce, R, Zazo, S |
| Conference Name | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) |
| Conference Location | A Coruña, Spain |
| Keywords | compass, dynacs, wsn |
| Abstract | Doubly-stochastic matrices are usually required byconsensus-based distributed algorithms. We propose a simpleand efficient protocol and present some guidelines for implementingdoubly-stochastic combination matrices even in noisy,asynchronous and changing topology scenarios. The proposedideas are validated with the deployment of a wireless sensornetwork, in which nodes run a distributed algorithm for robustestimation in the presence of nodes with faulty sensors. |
| DOI | 10.1109/SAM.2014.6882409 |
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