Class-based target classification in shallow water channel based on hidden Markov model
Publication
, Journal Article
Liu, H; Carin, L
Published in: ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings
January 1, 2002
This paper presents a class-based classification approach for targets in a shallow water channel, based on a waveguide propagation model and a Hidden Markov Model (HMM). We utilize the time-frequency properties of wave propagation in a shallow water channel to extract the channel-parameter-independent features, then build a class-based HMM to realize target classification based on multi-aspect scattering data. The accuracy of this approach is demonstrated by simulated results.
Duke Scholars
Published In
ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings
DOI
ISSN
1520-6149
Publication Date
January 1, 2002
Volume
3
Start / End Page
III/2892
Citation
APA
Chicago
ICMJE
MLA
NLM
Liu, H., & Carin, L. (2002). Class-based target classification in shallow water channel based on hidden Markov model. ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 3, III/2892. https://doi.org/10.1109/icassp.2002.5745252
Liu, H., and L. Carin. “Class-based target classification in shallow water channel based on hidden Markov model.” ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings 3 (January 1, 2002): III/2892. https://doi.org/10.1109/icassp.2002.5745252.
Liu H, Carin L. Class-based target classification in shallow water channel based on hidden Markov model. ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings. 2002 Jan 1;3:III/2892.
Liu, H., and L. Carin. “Class-based target classification in shallow water channel based on hidden Markov model.” ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, vol. 3, Jan. 2002, p. III/2892. Scopus, doi:10.1109/icassp.2002.5745252.
Liu H, Carin L. Class-based target classification in shallow water channel based on hidden Markov model. ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings. 2002 Jan 1;3:III/2892.
Published In
ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings
DOI
ISSN
1520-6149
Publication Date
January 1, 2002
Volume
3
Start / End Page
III/2892