4.7 Article

Fractional convolution and correlation via operator methods and an application to detection of linear FM signals

期刊

IEEE TRANSACTIONS ON SIGNAL PROCESSING
卷 49, 期 5, 页码 979-993

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/78.917802

关键词

Hermitian and unitary fractional operators; Fourier transform; fractional autocorrelation; fractional convolution; fractional Fourier transform; time-frequency analysis

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Using operator theory methods together with our recently introduced unitary fractional operator, we derive explicit definitions of fractional convolution and correlation operations in a systematic and comprehensive manner. Via operator manipulations, we also provide alternative formulations of those fractional operations that suggest efficient algorithms for discrete implementation, Through simulation examples, we demonstrate how well the proposed efficient method approximates the continuous formulation of fractional autocorrelation, It is also shown that the proposed fractional autocorrelation corresponds to radial slices of the ambiguity function (AF), We also suggest an application of the fast fractional autocorrelation for detection and parameter estimation of linear FM signals.

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