Title :
An enhanced bearing estimation technique for DIFAR sonobuoy underwater target tracking
Author :
Dini, Dahir H. ; Mandic, Danilo P.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
Abstract :
We consider the DIFAR sonobuoy bearing estimation problem for underwater acoustic sources. The standard arctangent based approach utilises the orthogonality between the observation noises for the different channels to form the bearing estimates, and ignores the correlation structure of the actual source signal. In this paper, we propose a new state space technique, which exploits the correlations structure in the source signal to achieve enhanced performance, particularly in low signal-to-noise (SNR) conditions, compared to the standard arctangent estimator. The analysis is supported by simulations using some realistic classes of signals.
Keywords :
acoustic radiators; acoustic signal processing; channel estimation; direction-of-arrival estimation; signal sources; target tracking; underwater sound; DIFAR sonobuoy underwater target tracking; SNR; correlation structure; enhanced bearing estimation technique; signal source; signal-to-noise; standard arctangent estimator approach; state space technique; underwater acoustic source; Bearing estimation; DIFAR sonobuoy; augmented complex Kalman filter; complex circularity; random-walk modeling; widely linear estimation;
Conference_Titel :
Sensor Signal Processing for Defence (SSPD 2012)
Conference_Location :
London
Electronic_ISBN :
978-1-84919-712-0
DOI :
10.1049/ic.2012.0115