Title :
DOA estimation via a network of dumb sensors under the SENMA paradigm
Author :
Marano, Stefano ; Matta, Vincenzo ; Willett, Peter ; Tong, Lang
Author_Institution :
DIIIE, Univ. degli Studi di Salerno, Fisciano, Italy
Abstract :
Following the SENMA concept, we consider a wireless network of very dumb and cheap sensors, polled by a travelling "rover". Sensors are randomly placed and isotropic: Individually, they have no ability to resolve the direction of arrival (DOA) of an acoustic wave. However, they do observe the wavefront at different times. We assume that the communication load must be as limited as possible, so that these times cannot be communicated to the rover. Notwithstanding the lack of transmission of arrival times and the lack of DOA resolution ability of the individual sensors, DOA estimation is possible and simple, and asymptotic efficiency becomes closely approximated after a reasonable number of rover snapshots. Key features are the directionality of the rover antenna, the area it surveys, and the average number of sensors inside that area, as accorded a Poisson distribution.
Keywords :
Poisson distribution; acoustic signal processing; antenna radiation patterns; direction-of-arrival estimation; planetary rovers; sensor fusion; wireless sensor networks; DOA estimation; Poisson distribution; SENMA paradigm; acoustic wave; asymptotic efficiency; data fusion; direction of arrival; dumb sensor network; rover antenna; rover snapshot; wireless network; Acoustic sensors; Acoustic signal detection; Acoustic waves; Direction of arrival estimation; Directive antennas; Mathematical model; Sensor fusion; Sensor phenomena and characterization; Signal design; Wireless sensor networks; Data fusion; direction of arrival (DOA); sensor network;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2005.855543