Integrated Cubic Phase Function for Linear FM Signal Analysis

In this paper, an integrated cubic phase function (ICPF) is introduced for the estimation and detection of linear frequency-modulated (LFM) signals. The ICPF extends the standard cubic phase function (CPF) to handle cases involving low signal-to-noise ratio (SNR) and multi-component LFM signals. The asymptotic mean squared error (MSE) of an ICPF-based estimator as well as the output SNR of an ICPF-based detector are derived in closed form and verified by computer simulation. Comparison with several existing approaches is also included, which shows that the ICPF serves as a good candidate for LFM signal analysis.

[1]  Irving S. Reed,et al.  On a moment theorem for complex Gaussian processes , 1962, IRE Trans. Inf. Theory.

[2]  A. W. Rihaczek Principles of high-resolution radar , 1969 .

[3]  T. Abatzoglou Fast Maximnurm Likelihood Joint Estimation of Frequency and Frequency Rate , 1986, IEEE Transactions on Aerospace and Electronic Systems.

[4]  T. Abatzoglou,et al.  "Fast maximum likelihood joint estimation of frequency and frequency rate" , 1986, ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[5]  Weiping Li,et al.  Wigner distribution method equivalent to dechirp method for detecting a chirp signal , 1987, IEEE Trans. Acoust. Speech Signal Process..

[6]  D. Wehner High Resolution Radar , 1987 .

[7]  Petar M. Djuric,et al.  Parameter estimation of chirp signals , 1990, IEEE Trans. Acoust. Speech Signal Process..

[8]  Boaz Porat,et al.  The Cramer-Rao lower bound for signals with constant amplitude and polynomial phase , 1991, IEEE Trans. Signal Process..

[9]  B. Porat,et al.  Linear FM signal parameter estimation from discrete-time observations , 1991 .

[10]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[11]  John C. Wood,et al.  Radon transformation of time-frequency distributions for analysis of multicomponent signals , 1994, IEEE Trans. Signal Process..

[12]  Sergio Barbarossa,et al.  Analysis of multicomponent LFM signals by a combined Wigner-Hough transform , 1995, IEEE Trans. Signal Process..

[13]  Joseph M. Francos,et al.  Estimation of amplitude and phase parameters of multicomponent signals , 1995, IEEE Trans. Signal Process..

[14]  Benjamin Friedlander,et al.  The discrete polynomial-phase transform , 1995, IEEE Trans. Signal Process..

[15]  B. Friedlander,et al.  Multicomponent signal analysis using the polynomial-phase transform , 1996, IEEE Transactions on Aerospace and Electronic Systems.

[16]  Benjamin Friedlander,et al.  Asymptotic statistical analysis of the high-order ambiguity function for parameter estimation of polynomial-phase signals , 1996, IEEE Trans. Inf. Theory.

[17]  Sergio Barbarossa,et al.  Analysis of polynomial-phase signals by the integrated generalized ambiguity function , 1997, IEEE Trans. Signal Process..

[18]  Anna Scaglione,et al.  Product high-order ambiguity function for multicomponent polynomial-phase signal modeling , 1998, IEEE Trans. Signal Process..

[19]  Boualem Boashash,et al.  Comments on "The Cramer-Rao lower bounds for signals with constant amplitude and polynomial phase" , 1998, IEEE Trans. Signal Process..

[20]  Andrew K. Chan,et al.  Linear frequency-modulated signal detection using Radon-ambiguity transform , 1998, IEEE Trans. Signal Process..

[21]  Xiang-Gen Xia,et al.  Discrete chirp-Fourier transform and its application to chirp rate estimation , 2000, IEEE Trans. Signal Process..

[22]  Björn E. Ottersten,et al.  Chirp parameter estimation from a sample covariance matrix , 2001, IEEE Trans. Signal Process..

[23]  Krzysztof Kulpa,et al.  Focusing range image in VCO based FMCW radar , 2003, 2003 Proceedings of the International Conference on Radar (IEEE Cat. No.03EX695).

[24]  Peter O'Shea,et al.  A fast algorithm for estimating the parameters of a quadratic FM signal , 2004, IEEE Transactions on Signal Processing.

[25]  Marion Kee,et al.  Analysis , 2004, Machine Translation.

[26]  C. Jauffret,et al.  Estimation and classification of FM signals using time frequency transforms , 2005, IEEE Transactions on Aerospace and Electronic Systems.

[27]  Jianyu Yang,et al.  Multicomponent chirp signals analysis using product cubic phase function , 2006, Digit. Signal Process..

[28]  Abdelhak M. Zoubir,et al.  Analysis of Multicomponent Polynomial Phase Signals , 2007, IEEE Transactions on Signal Processing.

[29]  Jianyu Yang,et al.  Generalized High-Order Phase Function for Parameter Estimation of Polynomial Phase Signal , 2008, IEEE Transactions on Signal Processing.

[30]  Boaz Porat,et al.  Digital Processing of Random Signals: Theory and Methods , 2008 .

[31]  Min-Jea Tahk,et al.  IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS , 2022, IEEE Aerospace and Electronic Systems Magazine.