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
Link To Document :
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