Publications [#338999] of Lawrence Carin

Papers Published

1. 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, vol. 3 (January, 2002), pp. III/2889-III/2892, Orlando, FL [doi]
   (last updated on 2024/12/31)

   Abstract:
   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.

   Keywords:
   Electromagnetic wave scattering;Mathematical models;Markov processes;Time domain analysis;Frequency domain analysis;Computer simulation;Feature extraction;Multipath propagation;