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Telecommunications and Radio Engineering
SJR: 0.202 SNIP: 0.2 CiteScore™: 0.23

ISSN 印刷: 0040-2508
ISSN オンライン: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v72.i11.10
pages 935-941

APPLICATION OF HIDDEN MARKOV MODELS TO PROBLEMS OF CLASSIFICATION OF RADIO WAVES USING CONTRAST MODELS

V. A. Baranov
Scientific Research Center, Federal Security Service, Orel, Russian Federation
P. V. Melnikov
Scientific Research Center, Federal Security Service, Orel, Russian Federation

要約

A signal classification algorithm, based on the hidden Markov model, is considered. The basic idea is to construct a contrast model of the signal using its wavelet transform and a hidden Markov model. The problems of the feature space generation and its analysis are discussed.

参考

  1. Alekseev, A. A. and Kirilov, A. B. , Technical Analysis of Signals and Recognition of Radio Waves.

  2. Crouse, M. S., Nowak, R. D., and Baraniuk, R. G. , Wavelet-based statistical signal processing using hidden Markov models.

  3. Rabiner, L. R. , Hidden Markov models and their application in selected applications for speech recognition.

  4. Sovetov, B. Ya. and Yakovlev S. A. , System Modeling.

  5. Vorobiev, V. I. and Gribunin, V. G. , Theory and Practice of Wavelet Transform.


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