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Sequential Estimator for Distributed Scatterer Interferometry

Ansari, Homa and De Zan, Francesco and Goel, Kanika and Adam, Nico and Bamler, Richard (2016) Sequential Estimator for Distributed Scatterer Interferometry. In: Proceedings of IGARSS 2016, pp. 6859-6862. IEEE Xplore. IGARSS 2016, July 2016, Beijing, China. DOI: 10.1109/IGARSS.2016.7730790 ISBN 978-1-5090-3332-4 ISSN 2153-7003

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Official URL: http://ieeexplore.ieee.org/document/7730790/

Abstract

The launch of the wide-swath SAR missions with short repeat-pass cycles, such as Sentinel-1, will soon lead to an unprecedented large InSAR data archive. Time-series analysis on the rapidly growing data will thus become computationally demanding for a systematic monitoring of earth surface deformation. As the state-of-the-art approach in InSAR time-series analysis, the distributed scatterer interferometric (DSI) techniques shall adapt agile processing schemes to deal with the upcoming big data; an aspect to which limited attention has been dedicated so far. In this contribution, a sequential DSI scheme is proposed to address this demand. Based on SAR data reduction, the scheme allows for batch processing with negligible performance loss compared to the Cramér-Rao Lower Bound. The performance of the proposed sequential estimator is compared to the current DSI algorithms under two contradicting coherence scenarios. The application of the proposed sequential estimator to the real C- and L-band data is ongoing and will be presented in the final paper.

Item URL in elib:https://elib.dlr.de/103100/
Document Type:Conference or Workshop Item (Speech)
Title:Sequential Estimator for Distributed Scatterer Interferometry
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Ansari, Homahoma.ansari (at) dlr.deUNSPECIFIED
De Zan, Francescofrancesco.dezan (at) dlr.deUNSPECIFIED
Goel, Kanikakanika.goel (at) dlr.deUNSPECIFIED
Adam, Niconico.adam (at) dlr.deUNSPECIFIED
Bamler, Richardrichard.bamler (at) dlr.deUNSPECIFIED
Date:3 November 2016
Journal or Publication Title:Proceedings of IGARSS 2016
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.1109/IGARSS.2016.7730790
Page Range:pp. 6859-6862
Editors:
EditorsEmail
UNSPECIFIEDIEEE Org.
Publisher:IEEE Xplore
ISSN:2153-7003
ISBN:978-1-5090-3332-4
Status:Published
Keywords:Distributed Scatterer Interferometry, Performance Analysis, Sequential Estimator, SAR Data Reduction, Low-Rank Approximation, Robust Estimation
Event Title:IGARSS 2016
Event Location:Beijing, China
Event Type:international Conference
Event Dates:July 2016
Organizer:IEEE GRSS
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben Tandem-L Vorstudien, R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > SAR Signal Processing
Remote Sensing Technology Institute > Leitungsbereich MF
Deposited By: Ansari, Homa
Deposited On:17 Feb 2016 13:42
Last Modified:31 Jul 2019 20:00

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