Doppler signature detection with wavelet pattern correlator
- 1 Post-graduate Student
- 2 Ph.D. (Eng.), Head of Department «Radiolocation, radio navigationand avionics radio electronic equipment»
Keywords:
CorrelatorDoppler shiftcomplex signal sequence detectionwaveletfilterradarhidden Markov modelUWBCWTMFCCDTW
Abstract
This article describes the method of correlation recognition of Doppler signatures in a complex signal sequence. The results of the algorithm on sets of Dopplers are demonstrated. The applied template generation method for the correlator allows you to get a bank of filters necessary for the recognition process.
- Received
- 05.08.2020
How to cite
Ашряпов М.И., Охотников Д.А. Корреляционное детектирование доплеровских сигнатур по вейвлетному шаблону // Радиотехника. 2020. Т. 84. № 10(20). С. 44−53. DOI: 10.18127/j00338486-202010(20)-06.
References
- Nikolenko S., Kadurin A., Arhangel'skaja E. Glubokoe obuchenie. SPb: Piter. 2018. 480 s. (In Russian).
- Abbott A. and Tsay A. Sequence Analysis and Optimal Matching Methods in Sociology: Review and Prospect Sociological Methods & Research], 2000. V. 29. Р. 3-33. DOI:10.1177/0049124100029001001.
- Xuedong Huang, Alex Acero, Hsiao-Wuen Hon. Spoken Language Processing: A Guide to Theory, Algorithm, and System Development. Prentice Hall. 2001. ISBN: 0130226165.
- Ognev I.V., Paramonov P.A. Raspoznavanie rechi metodami skrytyh markovskih modelej v associativnoj oscilljatornoj srede. Izvestija vysshih uchebnyh zavedenij. Povolzhskij region. Tehnicheskie nauki. 2013. № 3. S. 115-126 (In Russian).
- Ghazi Al-Naymat, Sanjay Chawla, Javid Taheri. Sparse DTW: A Novel Approach to Speed up Dynamic Time Warping: School of Information Technologies the University of Sydney. Australia. 2012.
- Ashrjapov. M.I., Ohotnikov D.A. Sverhshirokopolosnoe radiolokacionnoe raspoznavanie zhestikuljacij cheloveka na osnove vejvlet analiza. Sb. trudov XII Vseros. konf. «Radiolokacija i radiosvjaz'». M.: IRJe im. V.A. Kotel'nikova RAN. 2018. 98 s. (In Russian).
