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

Citation
O. Akay et Gf. Boudreaux-bartels, Fractional convolution and correlation via operator methods and an application to detection of linear FM signals, IEEE SIGNAL, 49(5), 2001, pp. 979-993
Citations number
37
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
49
Issue
5
Year of publication
2001
Pages
979 - 993
Database
ISI
SICI code
1053-587X(200105)49:5<979:FCACVO>2.0.ZU;2-L
Abstract
Using operator theory methods together with our recently introduced unitary fractional operator, we derive explicit definitions of fractional convolut ion and correlation operations in a systematic and comprehensive manner. Vi a operator manipulations, we also provide alternative formulations of those fractional operations that suggest efficient algorithms for discrete imple mentation, Through simulation examples, we demonstrate how well the propose d efficient method approximates the continuous formulation of fractional au tocorrelation, It is also shown that the proposed fractional autocorrelatio n corresponds to radial slices of the ambiguity function (AF), We also sugg est an application of the fast fractional autocorrelation for detection and parameter estimation of linear FM signals.