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
Link To Document :
بازگشت