DocumentCode
2693706
Title
Practical DOA Estimation via a Network of DOA-Blind Sensors
Author
Guerriero, Marco ; Willett, P. ; Marano, Stefano ; Matta, Vincenzo
Author_Institution
Dept. of Electr. & Comput. Eng., Connecticut Univ., Storrs, CT, USA
Volume
2
fYear
2007
fDate
15-20 April 2007
Abstract
We consider the problem of DOA (direction of arrival) estimation of an acoustic wavefront by a wireless sensor network (WSN) within the SENMA architecture (a mobile agent (MA) repeatedly polls the sensors lying inside its field of view). The sensors, which are random in number and location, are DOA-blind and simply emit a pulse train synchronized to the acoustic event\´s passage; taken in aggregate, however, the MA can exploit its non-isotropic field of view (FOV) to infer an accurate DOA. In this paper we (i) use a more realistic "soft" FOV; (ii) account for multiple sources; and (iii) suggest a strategy for the MA. We find that the presence of more than one source can improve DOA estimation, and also that an optimal strategy for the MA squints near the expected DOA, as opposed to directly at it.
Keywords
covariance matrices; direction-of-arrival estimation; mobile radio; wireless sensor networks; DOA-blind sensor network; SENMA architecture; WSN; acoustic wavefront; direction of arrival estimation; mobile agent; nonisotropic field of view; wireless sensor network; Acoustic pulses; Acoustic sensors; Acoustic waves; Aggregates; Cities and towns; Direction of arrival estimation; Mathematics; Mobile agents; Random variables; Wireless sensor networks; Dumb Sensors; Multiple DOA Estimation; SEnsor Networks with Mobile Agent (SENMA); Wireless Sensor Network (WSN);
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366425
Filename
4217598
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