DocumentCode :
59708
Title :
The Improvement for Baran Phase Filter Derived From Unbiased InSAR Coherence
Author :
Mi Jiang ; Xiaoli Ding ; Zhiwei Li ; Xin Tian ; Wu Zhu ; Chisheng Wang ; Bing Xu
Author_Institution :
Sch. of Earth Sci. & Eng., Hohai Univ., Nanjing, China
Volume :
7
Issue :
7
fYear :
2014
fDate :
Jul-14
Firstpage :
3002
Lastpage :
3010
Abstract :
We present an improvement for the adaptive Gold-stein phase filter guided by interferometric synthetic aperture radar (InSAR) coherence (Baran phase filter). The proposed method addresses the under-filtering over incoherent area where the filter parameter alpha is underestimated by the biased coherence estimation. Through correcting the overestimate of the sample coherence, the correct filter parameter alpha is derived and the performance of the filter is optimized. Experimental results from different data sets demonstrate the advantages of the approach.
Keywords :
adaptive filters; estimation theory; parameter estimation; radar interferometry; synthetic aperture radar; Baran phase filter; adaptive Gold-phase filter; biased coherence estimation; filter parameter alpha; interferometric synthetic aperture radar; unbiased InSAR coherence; Accuracy; Coherence; Earth; Educational institutions; Estimation; Phase noise; Baran filter; coherence; interferometric synthetic aperture radar (InSAR); unbiased coherence estimator;
fLanguage :
English
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
Publisher :
ieee
ISSN :
1939-1404
Type :
jour
DOI :
10.1109/JSTARS.2013.2296322
Filename :
6712049
Link To Document :
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