DocumentCode
3051722
Title
Effects of stochastic phase-spectrum differences on phase-only correlation functions: Part II: Statistically proportional phase spectrum differences to frequency indices
Author
Ito, Ryouta ; Yamaki, Satoru ; Abe, Makoto ; Kawamata, Masayuki
Author_Institution
Dept. of Electron. Eng., Tohoku Univ., Sendai, Japan
fYear
2012
fDate
21-23 Sept. 2012
Firstpage
380
Lastpage
384
Abstract
This paper discusses properties of the phase-only correlation (POC) functions for stochastic phase spectrum differences. Assuming the phase spectrum differences between two signals to be random variables, we derive general expressions of the expectation and variance of the POC functions, and show that the expectation of the peak of the POC functions decreases and the variances of the POC functions increase as the phase spectrum differences increase. This property mathematically guarantees validity of the POC functions for evaluating similarity between two signals.
Keywords
correlation methods; stochastic processes; POC functions; frequency indices; phase-only correlation functions; random variables; statistically proportional phase spectrum differences; stochastic phase-spectrum differences; two signals; Correlation; DNA; Discrete Fourier transforms; Educational institutions; Equations; Films; Random variables; Phase-only correlation; Similarity measure; Stochastic phase spectrum difference;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-2201-0
Type
conf
DOI
10.1109/ICNIDC.2012.6418779
Filename
6418779
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