Consensus for the distributed estimation of point diffusion sources in sensor networks

In this contribution, we implement a fully distributed diffusion field estimation algorithm based on the use of average consensus schemes. We show that the field reconstruction problem is equivalent to estimating the sources of the field, and then derive an exact inversion formula for jointly recove...

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Bibliographic Details

Published in:	2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pp. 3262 - 3266
Main Authors:	Murray-Bruce, John, Dragotti, Pier Luigi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.04.2015
Subjects:	Conferences consensus diffusion fields distributed averaging Estimation Noise measurement Robustness Sensor networks Sensors Signal processing Spatiotemporal phenomena spatiotemporal sampling and reconstruction
ISSN:	1520-6149
Online Access:	Get full text
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