Automatic Extraction of Traffic Flows Using TerraSAR-X Along-Track Interferometry
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 Geoscience and Remote Sensing Society. 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.
| Document Type: | Article | ||||||||||||||
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| 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 | ||||||||||||||
| In 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 Geoscience and Remote Sensing Society | ||||||||||||||
| 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: | V VM - Verkehrsmanagement | ||||||||||||||
| 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: | Steffen Suchandt | ||||||||||||||
| Deposited On: | 05 Feb 2010 15:37 | ||||||||||||||
| Last Modified: | 07 Feb 2013 20:23 |
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