IEEE Sensor Array Multichannel Workshop, Jun 21, 2014
Doubly-stochastic matrices are usually required by consensus-based distributed algorithms. We pro... more Doubly-stochastic matrices are usually required by consensus-based distributed algorithms. We propose a simple and efficient protocol and present some guidelines for implementing doubly-stochastic combination matrices even in noisy, asynchronous and changing topology scenarios. The proposed ideas are validated with the deployment of a wireless sensor network, in which nodes run a distributed algorithm for robust estimation in the presence of nodes with faulty sensors.
IEEE Sensor Array Multichannel Workshop, Jun 21, 2014
Doubly-stochastic matrices are usually required by consensus-based distributed algorithms. We pro... more Doubly-stochastic matrices are usually required by consensus-based distributed algorithms. We propose a simple and efficient protocol and present some guidelines for implementing doubly-stochastic combination matrices even in noisy, asynchronous and changing topology scenarios. The proposed ideas are validated with the deployment of a wireless sensor network, in which nodes run a distributed algorithm for robust estimation in the presence of nodes with faulty sensors.
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Papers by Jhoan Romero