Modification of the robust chirp-rate estimator for impulse noise environments

被引:6
作者
Djurovic, Igor [1 ]
Wang, Pu [2 ]
Ioana, Cornel [3 ]
机构
[1] Univ Montenegro, Dept Elect Engn, Podgorica 81000, Montenegro
[2] Stevens Inst Technol, Dept Elect & Comp Engn, Hoboken, NJ 07030 USA
[3] INP Grenoble, Gipsa Lab, Grenoble, France
基金
中国国家自然科学基金;
关键词
Polynomial phase signals; Parameter estimation; Chirp-rate; Robust statistics; INSTANTANEOUS FREQUENCY ESTIMATION; POLYNOMIAL-PHASE SIGNAL; PARAMETER-ESTIMATION; MULTICOMPONENT SIGNALS; FM SIGNAL; TRANSFORM; ALGORITHM; AMPLITUDE; LENGTH;
D O I
10.1016/j.sigpro.2009.10.022
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A modification of the robust chirp-rate estimator is proposed. The proposed technique has large breakdown point resulting in robustness to high amount of the impulse noise. In this approach, robust filtering of the polynomial-phase signals (PPS) is performed in an initial stage followed by the standard chirp-rate estimation for filtered signal. Numerical examples confirm accuracy of the proposed technique with pre-filtering in the initial stage. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:1730 / 1736
页数:7
相关论文
共 25 条
[1]  
[Anonymous], IEEE T ACOUST SPEECH
[2]  
[Anonymous], P IEEE ICASSP 06 TOU
[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]   Instantaneous frequency estimation of nonlinear frequency-modulated signals in the presence of multiplicative and additive noise [J].
Barkat, B .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (10) :2214-2222
[6]  
BOASHASH B, 1992, P IEEE, V80, P521
[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]   Robust DFT with high breakdown point for complex-valued impulse noise environment [J].
Djurovic, I ;
Lukin, VV .
IEEE SIGNAL PROCESSING LETTERS, 2006, 13 (01) :25-28
[9]   Realization of robust filters in the frequency domain [J].
Djurovic, I ;
Stankovic, L .
IEEE SIGNAL PROCESSING LETTERS, 2002, 9 (10) :333-335
[10]  
DONOHO DL, EL LEHMANN FESTSCHRI