DocumentCode :
3428355
Title :
Hardware implementation of a system for highly nonstationary two-dimensional FM signals estimation based on the sliding matrix function
Author :
Radovic, Nevena ; Ivanovic, Veselin N.
Author_Institution :
Dept. of Electr. Eng., Univ. of Montenegro, Podgorica, Montenegro
fYear :
2013
fDate :
1-4 July 2013
Firstpage :
1738
Lastpage :
1744
Abstract :
Optimal filter for highly nonstationary two-dimensional (2D) FM signals estimation is developed in this paper. The developed system uses a space-varying approach in real-time analysis of 2D nonstationary signals, related to the space/spatial-frequency (S/SF) domain tool based on the 2D cross-terms-free Wigner distribution. The system is based on the correspondence of the filter´s region of support (FRS) to the local frequency (LF) of the filtered signal. By implementing the LF estimation, the system performs filtering of nonsationary 2D signals. The estimation has been implemented by the sliding matrix operation, which presents the central part of the developed design. The developed filter permits multiple FRS detection in the observed 2D signal point. In this way it enables a very efficient real-time filtering of nonstationary monocomponent and multicomponent FM signals, highly concentrated in the S/SF space and exposed to the high white noise. The design is proven through the verification of the sliding matrix operation. It is also tested by the simulation on the multicomponent highly nonstationary noisy signal filtering.
Keywords :
Wigner distribution; estimation theory; filtering theory; frequency modulation; matrix algebra; real-time systems; white noise; 2D FM signals estimation; 2D cross-terms-free Wigner distribution; 2D nonstationary signals; LF estimation; S/SF domain tool; S/SF space; developed design; developed filter; filter region of support; filtered signal; hardware implementation; local frequency; multicomponent FM signals; multiple FRS detection; nonsationary 2D signals; nonstationary monocomponent; nonstationary noisy signal filtering; nonstationary two-dimensional FM signals estimation; optimal filter; real-time analysis; real-time filtering; sliding matrix function; sliding matrix operation; space domain tool; space-varying approach; spatial-frequency domain tool; white noise; Estimation; Frequency modulation; Gabor filters; Hardware; Real-time systems; Wiener filters; Cross-terms free Wigner distribution; Filter´s region of support; Hardware implementation; Optimal filter; Space/Spatial-frequency representation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
EUROCON, 2013 IEEE
Conference_Location :
Zagreb
Print_ISBN :
978-1-4673-2230-0
Type :
conf
DOI :
10.1109/EUROCON.2013.6625212
Filename :
6625212
Link To Document :
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