Enhanced multistatic active sonar signal processing

Kexin Zhao; Junli Liang; Johan Karlsson; Jian Li

doi:10.1109/ICASSP.2013.6638381

Enhanced multistatic active sonar signal processing

Kexin Zhao, Junli Liang, Johan Karlsson, Jian Li

University of Florida

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

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.

Original language	English
Title of host publication	2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings
Pages	3861-3865
Number of pages	5
DOIs	https://doi.org/10.1109/ICASSP.2013.6638381
State	Published - 18 Oct 2013
Externally published	Yes
Event	2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Vancouver, BC, Canada Duration: 26 May 2013 → 31 May 2013

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (Print)	1520-6149

Conference

Conference	2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013
Country/Territory	Canada
City	Vancouver, BC
Period	26/05/13 → 31/05/13

Keywords

extended invariance principle-based weighted least-squares method
generalized KMeans clustering method
Multistatic active sonar

Access to Document

10.1109/ICASSP.2013.6638381

Cite this

Zhao, K., Liang, J., Karlsson, J., & Li, J. (2013). Enhanced multistatic active sonar signal processing. In 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings (pp. 3861-3865). Article 6638381 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2013.6638381

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title = "Enhanced multistatic active sonar signal processing",

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 = "extended invariance principle-based weighted least-squares method, generalized KMeans clustering method, Multistatic active sonar",

author = "Kexin Zhao and Junli Liang and Johan Karlsson and Jian Li",

year = "2013",

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doi = "10.1109/ICASSP.2013.6638381",

language = "英语",

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booktitle = "2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings",

note = "2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 ; Conference date: 26-05-2013 Through 31-05-2013",

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Zhao, K, Liang, J, Karlsson, J & Li, J 2013, Enhanced multistatic active sonar signal processing. in 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings., 6638381, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3861-3865, 2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, 26/05/13. https://doi.org/10.1109/ICASSP.2013.6638381

Enhanced multistatic active sonar signal processing. / Zhao, Kexin; Liang, Junli; Karlsson, Johan et al.
2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. 2013. p. 3861-3865 6638381 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Enhanced multistatic active sonar signal processing

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