Title :
Multicomponent signal analysis using the polynomial-phase transform
Author :
Peleg, Shimon ; Friedlander, Benjamin
Author_Institution :
California Univ., Davis, CA, USA
Abstract :
We consider the problem of estimating signals consisting of multiple components of the form b(n)exp{Jφ(n)} where b(n) is a constant or a slowly varying amplitude, and the φ(n) is a polynomial function of time. We present an estimation algorithm based on the discrete polynomial transform and illustrate its performance by several examples. The proposed algorithm is computationally much simpler than the maximum likelihood estimator for this problem.
Keywords :
estimation theory; polynomials; signal processing; transforms; discrete polynomial transform; estimation algorithm; multicomponent signal analysis; multiple components; polynomial function; polynomial-phase transform; signal estimation; Acoustic noise; Amplitude estimation; Delay; Discrete transforms; Frequency estimation; Maximum likelihood estimation; Parameter estimation; Phase modulation; Polynomials; Radar; Sampling methods; Signal analysis; Sonar; Time frequency analysis;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on