Application of a Simple Adaptive Estimator for an Atmospheric Doppler Radar

被引:10
作者
Pinsky, Mark [1 ]
Figueras i Ventura, Jordi [2 ]
Otto, Tobias [3 ]
Sterkin, Alexander [4 ]
Khain, Alexander [1 ]
Russchenberg, Herman W. J. [2 ]
机构
[1] Hebrew Univ Jerusalem, Inst Earth Sci, IL-91904 Jerusalem, Israel
[2] Delft Univ Technol, Int Res Ctr Telecommun & Radar, NL-2600 Delft, Netherlands
[3] Tech Univ Chemnitz, D-09107 Chemnitz, Germany
[4] Weizmann Inst Sci, IL-76100 Rehovot, Israel
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2011年 / 49卷 / 01期
关键词
Adaptive estimation; atmospheric measurements; Doppler radar; spectral moments;
D O I
10.1109/TGRS.2010.2052055
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
A simple method for estimating parameters of the Doppler spectrum of atmospheric signals is described. The method is based on an adaptive filter processing that has been widely used in telecommunications but rarely applied in measurements using atmospheric radars. The method has been tested using both synthetic and real data obtained by the radar profiler-Transportable Atmospheric Radar (TARA)-and the weather radar-International Research Centre for Telecommunications and Radar (IRCTR) Drizzle Radar (IDRA)-both developed by IRCTR. The method is compared with the traditional pulse-pair method and fast Fourier transform (FFT)-based methods, as well as with the IRCTR FFT-based method implemented in the TARA and IDRA processing including an additional noise clipping stage. The tests have demonstrated high efficiency of the adaptive filtering estimator under low signal-to-noise ratio conditions. The applicability of adaptive estimations in radar meteorology and the limitations associated with a sample length are discussed.
引用
收藏
页码:115 / 127
页数:13
相关论文
共 21 条
[1]  
[Anonymous], 1993, DOPPLER RADAR WEATHE, DOI DOI 10.1016/B978-0-12-221422-6.50010-3
[2]   ASYMPTOTICALLY EFFICIENT ESTIMATION OF SPECTRAL MOMENTS [J].
DIAS, JMB ;
LEITAO, JMN .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (09) :2222-2225
[3]   Nonparametric estimation of mean Doppler and spectral width [J].
Dias, JMB ;
Leitao, JMN .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2000, 38 (01) :271-282
[4]  
FABRY F, 2003, RADAR ATMOSPHERIC SC, pCH8
[5]   IDRA: a new instrument for drizzle monitoring [J].
Figueras i Ventura, Jordi ;
Russchenberg, Herman W. J. .
IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, :3301-3304
[6]  
Gradshteyn I. S., 2014, Table of Integrals, Series, andProducts
[7]  
Keeler R.J., 1990, RADAR METEOROLOGY, P199
[8]   ACOUSTIC DOPPLER EXTRACTION BY ADAPTIVE LINEAR-PREDICTION FILTERING [J].
KEELER, RJ ;
GRIFFITHS, LJ .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1977, 61 (05) :1218-1227
[9]  
KEELER RJ, 1980, WPL49 NOAA ERL NAT T
[10]  
LIGTHART LP, 2002, P 14 INT C MICR RAD, V2, P334