DocumentCode
905037
Title
The autocorrelation function of the output of a nonlinear angle modulator
Author
Wittke, P.H.
Volume
10
Issue
1
fYear
1964
fDate
1/1/1964 12:00:00 AM
Firstpage
67
Lastpage
72
Abstract
The calculation of the autocorrelation function of the output of a randomly frequency-modulated oscillator with a non-linear tuning characteristic is similar to the calculation of the characteristic function of a functional of the form
. This functional has arisen in a number of other stochastic problems, and so the techniques which have been applied to these problems may be used to obtain results for the nonlinear frequency-modulator. For example, if as a first approach to a nonlinear frequency-modulation a linear plus square-law modulator characteristic and a Gaussian modulating signal are assumed, a technique similar to that used in the analysis of the square-law detector by Kac and Siegert, and Emerson, may be applied. Then an expression for the autocorrelation function of the oscillator output is obtained in terms of two finite Wiener-Hopf integral equations. For an important class of kernels, these equations may be solved and the autocorrelation function evaluated. As an example, the calculation is carried out for a low-pass modulating signal. Results for phase modulation are included also.
. This functional has arisen in a number of other stochastic problems, and so the techniques which have been applied to these problems may be used to obtain results for the nonlinear frequency-modulator. For example, if as a first approach to a nonlinear frequency-modulation a linear plus square-law modulator characteristic and a Gaussian modulating signal are assumed, a technique similar to that used in the analysis of the square-law detector by Kac and Siegert, and Emerson, may be applied. Then an expression for the autocorrelation function of the oscillator output is obtained in terms of two finite Wiener-Hopf integral equations. For an important class of kernels, these equations may be solved and the autocorrelation function evaluated. As an example, the calculation is carried out for a low-pass modulating signal. Results for phase modulation are included also.Keywords
Angle modulation; Correlation functions; Autocorrelation; Chirp modulation; Detectors; Frequency; Integral equations; Kernel; Oscillators; Signal analysis; Stochastic processes; Tuning;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1964.1053645
Filename
1053645
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