DocumentCode :
1669680
Title :
Enhanced multistatic active sonar signal processing
Author :
Kexin Zhao ; Junli Liang ; Karlsson, Johan ; Jian Li
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
fYear :
2013
Firstpage :
3861
Lastpage :
3865
Abstract :
This paper focuses on two signal processing aspects of multistatic active sonar systems, namely enhanced range-Doppler imaging and improved target parameter estimation. The main contributions of this paper are: i) a hybrid dense-sparse method is proposed to generate range-Doppler images with both low sidelobe levels and high accuracy; ii) a generalized K-Means clustering (GKC) method for target association is developed to associate the range measurements from different transmitter-receiver pairs; iii) the extended invariance principle-based weighted least-squares (EXIP-WLS) method is developed for accurate target position and velocity estimation. The effectiveness of the proposed multistatic active sonar system is verified using numerical examples.
Keywords :
Doppler effect; distance measurement; least squares approximations; parameter estimation; pattern clustering; sonar imaging; EXIP-WLS method; GKC method; enhanced multistatic active sonar signal processing; enhanced range-Doppler imaging; extended invariance principle-based weighted least-squares method; generalized K-Means clustering method; hybrid dense-sparse method; improved target parameter estimation; low sidelobe levels; range measurements; range-Doppler image generation; target association; target position estimation; target velocity estimation; transmitter-receiver pairs; Doppler effect; Estimation; Imaging; Receivers; Sonar; Transmitters; Vectors; Multistatic active sonar; extended invariance principle-based weighted least-squares method; generalized KMeans clustering method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2013.6638381
Filename :
6638381
Link To Document :
بازگشت