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Optimizing the Reference Signal in the Cross Wigner-ville Distribution Based Instantaneous Frequency Estimation Method


Malnar, Damir; Sučić, Viktor; Car, Zlatan
Optimizing the Reference Signal in the Cross Wigner-ville Distribution Based Instantaneous Frequency Estimation Method // Procedia Engineering / Katalinic, Branko (ur.).
Beč: Elsevier Ltd., 2015. str. 1657-1664 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Optimizing the Reference Signal in the Cross Wigner-ville Distribution Based Instantaneous Frequency Estimation Method

Autori
Malnar, Damir ; Sučić, Viktor ; Car, Zlatan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Procedia Engineering / Katalinic, Branko - Beč : Elsevier Ltd., 2015, 1657-1664

Skup
25th DAAAM International Symposium on Intelligent Manufacturing and Automation

Mjesto i datum
Beč, Austria, 26.-29.11.2014

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Wigner-Ville; reference; optimization; instantaneous frequency

Sažetak
An algorithm for optimizing the spread parameter of the reference signal (RS) in the recently proposed Cross Wigner-Ville distribution (XWVD) based method for the signal components instantaneous frequency (IF) estimation is presented. XWVD between the analyzed signal (AS) and the reference signal yields a scaled image closely resembling the IF laws of the signal components, provided a proper selection of the RS parameters has been made. The resulting image consists of the cross-terms between the AS and the RS, formed under strict geometrical rules which are subsequently exploited for signal components IF estimation. Since the method's performance strongly depends on the spread of the RS, an automatic optimization procedure based on differential evolution is proposed.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Ustanove
Tehnički fakultet, Rijeka