Integrated Cubic Phase Function for Linear FM Signal Analysis

被引:139
作者
Wang, Pu [1 ]
Li, Hongbin [1 ]
Djurovic, Igor [2 ]
Himed, Braham [3 ]
机构
[1] Stevens Inst Technol, Dept Elect & Comp Engn, Hoboken, NJ 07030 USA
[2] Univ Montenegro, Dept Elect Engn, Podgorica 81000, Montenegro
[3] AFRL RYRT, Dayton, OH 45433 USA
基金
中国国家自然科学基金;
关键词
ORDER AMBIGUITY FUNCTION; POLYNOMIAL-PHASE; PARAMETER-ESTIMATION; MULTICOMPONENT SIGNALS; CHIRP SIGNALS; TRANSFORM; AMPLITUDE;
D O I
10.1109/TAES.2010.5545167
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
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.
引用
收藏
页码:963 / 977
页数:15
相关论文
共 28 条
[1]  
[Anonymous], IEEE T ACOUST SPEECH
[2]  
[Anonymous], SYNTHETIC APERTURE R
[3]   Product high-order ambiguity function for multicomponent polynomial-phase signal modeling [J].
Barbarossa, S ;
Scaglione, A ;
Giannakis, GB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (03) :691-708
[4]   ANALYSIS OF MULTICOMPONENT LFM SIGNALS BY A COMBINED WIGNER-HOUGH TRANSFORM [J].
BARBAROSSA, S .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (06) :1511-1515
[5]   Analysis of polynomial-phase signals by the integrated generalized ambiguity function [J].
Barbarossa, S ;
Petrone, V .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (02) :316-327
[6]   Estimation and classification of FM signals using time frequency transforms [J].
De Luigi, C ;
Jauffret, C .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2005, 41 (02) :421-437
[7]   PARAMETER-ESTIMATION OF CHIRP SIGNALS [J].
DJURIC, PM ;
KAY, SM .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1990, 38 (12) :2118-2126
[8]   ESTIMATION OF AMPLITUDE AND PHASE PARAMETERS OF MULTICOMPONENT SIGNALS [J].
FRIEDLANDER, B ;
FRANCOS, JM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (04) :917-926
[9]  
KAY SM, 1998, FUNDAMENTAL STAT SIG
[10]  
KULPA KS, 2003, P 2003 INT RAD C AD