DocumentCode
189533
Title
Distributed source localisation with no position information
Author
Fabbiano, Ruggero ; Canudas de Wit, Carlos ; Garin, Federica
Author_Institution
NeCS Team, Inria, Montbonnot St. Martin, France
fYear
2014
fDate
24-27 June 2014
Firstpage
569
Lastpage
574
Abstract
We consider a group of autonomous communicating sensors, and our objective is to steer the group, with a low information exchange, towards the isotropic source of a diffusion process in steady-state. We suppose the graph describing the communication links between sensors to have a time-invariant ring-topology. Each sensor, which has no position information, takes pointwise measurements of the quantity of interest, and is able to measure the bearing angle with respect to its neighbours. We solve the source-localisation task via a gradient-ascent technique based on a distributed implementation of Poisson integral formula; our approach is based on a twofold control law, which is able to bring and keep the set of sensors on a circular equispaced formation while seeking the source.
Keywords
Poisson equation; direction-of-arrival estimation; gradient methods; network theory (graphs); network topology; sensor placement; Poisson integral formula; autonomous communicating sensor; bearing angle measurement; communication links; diffusion process; distributed source localisation; gradient ascent technique; pointwise measurement; position information; time-invariant ring topology; Approximation methods; Diffusion processes; Estimation; Pollution measurement; Position measurement; Sensor phenomena and characterization;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2014 European
Conference_Location
Strasbourg
Print_ISBN
978-3-9524269-1-3
Type
conf
DOI
10.1109/ECC.2014.6862562
Filename
6862562
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