DocumentCode
2525254
Title
An effective estimation of time-dependent Doppler frequency for weapon fuzing
Author
Chakravarti, Madhumita ; Chanda, Vijay Bhaskar ; Bandi, Jyothsna ; Chakravarti, Bhudeb
Author_Institution
Res. Center Imarat, Defence Res. & Dev. Organ., Hyderabad
fYear
2008
fDate
19-21 Nov. 2008
Firstpage
1
Lastpage
4
Abstract
Proximity sensing is required for a wide range of military applications, especially for weapon fuzing. In this paper, wavelet video processing is discussed which is used for proximity sensing of objects through their time dependent Doppler shift. A continuous wavelet transform is performed on the Doppler signal, after subjecting it to a time varying window, the signal features are extracted from resulting wavelet video. This is used as input to pattern recognition neural networks. The networks are trained to estimate the time varying Doppler shift from extracted features. When the Doppler shift reaches its optimum value the warhead will be initiated for optimum detonation.
Keywords
feature extraction; military computing; neural nets; pattern recognition; video signal processing; wavelet transforms; weapons; Doppler shift; continuous wavelet transform; feature extraction; military applications; pattern recognition neural networks; proximity sensing; time-dependent Doppler frequency estimation; wavelet video processing; weapon fuzing; Continuous wavelet transforms; Doppler effect; Doppler shift; Feature extraction; Frequency estimation; Neural networks; RF signals; Research and development; Wavelet transforms; Weapons; Back propagation algorithm; Continuous Wavelet Transform; Morlet wavelet; feed forward Neural Network;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2008 - 2008 IEEE Region 10 Conference
Conference_Location
Hyderabad
Print_ISBN
978-1-4244-2408-5
Electronic_ISBN
978-1-4244-2409-2
Type
conf
DOI
10.1109/TENCON.2008.4766441
Filename
4766441
Link To Document