DocumentCode
2904669
Title
The discrete polynomial transform (DPT), its properties and applications
Author
Peleg, Shimon ; Porat, Boaz ; Friedlander, Benjamin
Author_Institution
Electr. Eng. & Comput. Sci., California Univ., Davis, CA, USA
fYear
1991
fDate
4-6 Nov 1991
Firstpage
116
Abstract
The discrete polynomial transform (DPT) is a new tool for analyzing constant-amplitude continuous-phase signals. It is based on modeling the signal phase by a polynomial function of time. The main properties of the DPT are its ability to identify the degree of the phase polynomial and to estimate its coefficients. The transform is robust to deviations from the ideal signal model, such as slowly varying amplitude, additive noise, and nonpolynomial phase. Its effect on polynomial-phase signals is shown. Its main mathematical properties are listed and proofs are provided for some. It is shown how to use those properties to derive estimation and classification algorithms for continuous-phase signals. Some recent results on the statistical accuracy of these algorithms are stated. Applications of the DPT to certain radar and communication problems are discussed
Keywords
polynomials; transforms; DPT; additive noise; classification algorithms; constant-amplitude continuous-phase signals; discrete polynomial transform; mathematical properties; nonpolynomial phase; phase polynomial degree; polynomial-phase signals; slowly varying amplitude; statistical accuracy; Additive noise; Classification algorithms; Discrete transforms; Noise robustness; Parameter estimation; Phase estimation; Polynomials; Radar applications; Signal analysis; Tin;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 1991. 1991 Conference Record of the Twenty-Fifth Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
0-8186-2470-1
Type
conf
DOI
10.1109/ACSSC.1991.186425
Filename
186425
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