DocumentCode
7823
Title
Power spectral density of pulse train over random time scaling
Author
Yi Sun ; Xiaodong Wang
Author_Institution
Electr. Eng. Dept., City Univ. of New York, New York, NY, USA
Volume
8
Issue
6
fYear
2014
fDate
Aug-14
Firstpage
601
Lastpage
605
Abstract
This study analyses power spectral density (PSD) of a pulse train where the pulses take from a prototype pulse but randomly take an independently and identically distributed time scaling and an independent stationary amplitude. A closed-form expression of PSD is obtained, which is an implicit function of the Fourier transform of the prototype pulse without time scaling, the probability distribution of time scaling, and the first and the second moment means of amplitude. In the special case when the time scaling and amplitude are fixed with probability one, the PSD is degenerated to the well-known PSD of a periodic signal. Results of numerical evaluation and simulation for pulse trains with three rates as well as with Gaussian rates demonstrate that the analytical formula well predicts the data PSD.
Keywords
Fourier transforms; medical signal processing; statistical distributions; Fourier transform; Gaussian rates; PSD analysis; biomedical system; closed-form expression; distributed time scaling; implicit function; independent stationary amplitude; power spectral density analyses; pulse train power spectral density; random time scaling; time scaling probability distribution;
fLanguage
English
Journal_Title
Signal Processing, IET
Publisher
iet
ISSN
1751-9675
Type
jour
DOI
10.1049/iet-spr.2013.0225
Filename
6869165
Link To Document