MODIFICATION OF ONE-DIMENSIONAL HIDDEN MARKOV MODEL FOR DETECTING THE CONDITION OF TIRES AUTOMOBILE WHEELS
Abstract
This paper presents a statistical method of detecting the condition of tires automotive wheels, based on a modification of the one dimensional hidden Markov models.
About the Authors
Denis Dmitrievich Tananaev
NCFU
Russian Federation
Russian Federation
Galina Viacheslavovna Shagrova
NCFU
Russian Federation
Russian Federation
Ivanovich Kozhevnikov Victor
NCFU
Russian Federation
Russian Federation
References
1. Анализ акустического шума автомобильной шины при помощи программных комплексов LMS Virtual.LabAcoustic, Abaqus и FlowVision / А. Н. Варюхин [и др.] // Саприграфика. 2005. № 12.
2. Huang X. HiddenMarkovModelsforSpeechRecognition / X. Huang, D. Y. Ariki, M. A. Jack. Edinburg: Ed- inburghUniversity Press, 1990.
3. Rabiner L. R. A tutorial on Hidden Markov Models and Selected Applications in Speech Recognition // ProceedingsoftheIEEE. Vol. 77. February 1989. № 2. P. 257–284.
4. Люгер Дж. Искусственный интеллект: стратегии и методы решения сложных проблем. 4-е издание: пер.с англ. М.: Издательский дом «Вильямс», 2003.
5. Baum L. E. An inequality and associated maximization technique in statistical estimation for probabilistic functions of Markov processes // Inequalities. Vol. 3. 1972. P. 1–8.
Review
For citations:
Tananaev D.D., Shagrova G.V., Victor I.K. MODIFICATION OF ONE-DIMENSIONAL HIDDEN MARKOV MODEL FOR DETECTING THE CONDITION OF TIRES AUTOMOBILE WHEELS. Newsletter of North-Caucasus Federal University. 2013;(3):35-39. (In Russ.)
Views:
92
Email this article 