Suchandt, Steffen and Runge, Hartmut and Breit, Helko and Steinbrecher, Ulrich and Kotenkov, Alexander and Balss, Ulrich (2010) Automatic Extraction of Traffic Flows Using TerraSAR-X Along-Track Interferometry. IEEE Transactions on Geoscience and Remote Sensing, Volume 48 (Issue 2), pp. 807-819. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2009.2037919.
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Abstract
Spaceborne synthetic aperture radar (SAR) offers great potential for the measurement of ground traffic flows. A SAR with multiple receiving apertures aligned in flight direction repeatedly images the same ground area with a short time lag. This allows for an effective detection of moving ground objects, whose range variation translates into an interferometric phase signal between the receiving channels. The high-resolution German SAR satellite TerraSAR-X offers several ways to create multiple along track apertures. We exploit this to demonstrate satellite-based traffic-flow measurements using along-track interferometry (ATI) and Displaced Phase Center Array techniques. In this paper, we address the usage of different TerraSAR-X ATI modes for data acquisition and describe an automatic near-real-time processing chain for the extraction of traffic information. The performance of this TerraSAR-X traffic processor is significantly driven by incorporating a priori knowledge of road networks. We present examples of automatic traffic detection as well as empirical evaluations thereof using different kind of reference data.
Item URL in elib: | https://elib.dlr.de/63075/ | ||||||||||||||||||||||||||||
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Document Type: | Article | ||||||||||||||||||||||||||||
Title: | Automatic Extraction of Traffic Flows Using TerraSAR-X Along-Track Interferometry | ||||||||||||||||||||||||||||
Authors: |
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Date: | February 2010 | ||||||||||||||||||||||||||||
Journal or Publication Title: | IEEE Transactions on Geoscience and Remote Sensing | ||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||
Open Access: | No | ||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||
In SCOPUS: | Yes | ||||||||||||||||||||||||||||
In ISI Web of Science: | Yes | ||||||||||||||||||||||||||||
Volume: | Volume 48 | ||||||||||||||||||||||||||||
DOI: | 10.1109/TGRS.2009.2037919 | ||||||||||||||||||||||||||||
Page Range: | pp. 807-819 | ||||||||||||||||||||||||||||
Editors: |
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Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||||||||||||||
Series Name: | IEEE Transactions and Geoscience and Remote Sensing | ||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||
Keywords: | Along-track interferometry (ATI), synthetic aperture radar (SAR), TerraSAR-X, traffic measurement | ||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||
HGF - Program: | Transport | ||||||||||||||||||||||||||||
HGF - Program Themes: | Traffic Management (old) | ||||||||||||||||||||||||||||
DLR - Research area: | Transport | ||||||||||||||||||||||||||||
DLR - Program: | V VM - Verkehrsmanagement | ||||||||||||||||||||||||||||
DLR - Research theme (Project): | V - TerraSAR-X Verkehrsprodukte (old) | ||||||||||||||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||||||||||||||
Institutes and Institutions: | Microwaves and Radar Institute > Spaceborne SAR Systems Remote Sensing Technology Institute > SAR Signal Processing | ||||||||||||||||||||||||||||
Deposited By: | Suchandt, Steffen | ||||||||||||||||||||||||||||
Deposited On: | 05 Feb 2010 15:37 | ||||||||||||||||||||||||||||
Last Modified: | 08 Mar 2018 18:33 |
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