Open AccessResolution Enhancement Technique Using Range Oversampling
Author(s) -
Tian-You Yu,
Guifu Zhang,
Anil B. Chalamalasetti,
Richard J. Doviak,
Dušan S. Zrnić
Publication year - 2006
Publication title -
journal of atmospheric and oceanic technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.774
H-Index - 124
eISSN - 1520-0426
pISSN - 0739-0572
DOI - 10.1175/jtech1841.1
Subject(s) - oversampling , range (aeronautics) , resolution (logic) , weighting , radar , moment (physics) , clutter , remote sensing , spectral resolution , optics , computer science , physics , geology , acoustics , materials science , telecommunications , bandwidth (computing) , artificial intelligence , classical mechanics , astronomy , composite material , spectral line
A novel resolution enhancement technique using range oversampling (RETRO) is presented. Oversampled signals are radar returns from shifted and overlapped resolution volumes in range. It has been recently shown that these signals can be whitened and averaged to optimally reduce the statistical error of weather spectral moment estimations for the case of uniform reflectivity and velocity. Using the same oversampled data, when the resolution is of interest, RETRO can reveal the variation of reflectivity and velocity in range at finescale. The idea is to utilize the redundant information contained in oversampled signals, which come from common regions, to improve the resolution defined by the range weighting function. As a result, oversampled data are optimally combined to produce high-resolution signals for spectral moment estimations. RETRO is demonstrated and verified using numerical simulations for two cases. In the first case, range variation of a tornadic vortex with a diameter of 120 m can be reconstructed by RETRO at a scale of 25 m when a 250-m pulse and an oversampling factor of 10 are used. Application of RETRO to mitigate ground clutter contamination is demonstrated in the second case.