DocumentCode :
1984456
Title :
Analysis of discretization errors in if estimation of polynomial phase signals
Author :
Rankine, L. ; Mesbah, M. ; Boashash, B.
Author_Institution :
R. Brisbane & Women´´s Hosp., Perinatal Res. Centre, Univ. of Queensland, Brisbane, QLD
fYear :
2007
fDate :
12-15 Feb. 2007
Firstpage :
1
Lastpage :
4
Abstract :
The peak of the polynomial Wigner-Ville distribution (PWVD) is a method for providing an unbiased estimate of the instantaneous frequency (IF) for polynomial phase signals. The theoretical lower variance bound, assuming a continuous frequency variable, has been studied previously. However, due to the discretization of the PWVD required for computer implementation, there is also another theoretical lower variance bound which is a result of the discretization error. In this paper, we study the relationship between the discretization error bound and the theoretical lower variance bound and determine the minimum number of frequency samples required such that the theoretical lower variance bound can be attained.
Keywords :
Wigner distribution; polynomials; signal processing; IF estimation; discretization errors; instantaneous frequency; lower variance bound; polynomial Wigner-Ville distribution; polynomial phase signals; Chirp modulation; Computer errors; Error analysis; Estimation error; Frequency estimation; Frequency modulation; Phase estimation; Polynomials; Signal analysis; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
Type :
conf
DOI :
10.1109/ISSPA.2007.4555300
Filename :
4555300
Link To Document :
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