Amin, Ershad Junus and Younis, Marwan and Krieger, Gerhard (2019) Blind Source Separation: A Novel Range Ambiguity Suppression Method in Multichannel SAR. Proceedings of Workshop on Advanced RF Sensors and Remote Sensing Instruments (ARSI), 2019-11-11 - 2019-11-13, Noordwijk, The Netherlands.
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Abstract
In this paper, we introduce a blind source separation (BSS) method as a novel approach to suppress range ambiguities in Synthetic Aperture Radar (SAR). The method is described and applied to a SAR image with simulated range ambiguity. Statistical analysis of the input image data is done to determine suitability of BSS implementation. The result is analyzed and there is a significant improvement in recovering the original image. The paper shows that the BSS method is promising enough to be further extended to more realistic range ambiguous SAR scenario.
Item URL in elib: | https://elib.dlr.de/131027/ | ||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||
Title: | Blind Source Separation: A Novel Range Ambiguity Suppression Method in Multichannel SAR | ||||||||||||||||
Authors: |
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Date: | 2019 | ||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||
Open Access: | Yes | ||||||||||||||||
Gold Open Access: | No | ||||||||||||||||
In SCOPUS: | No | ||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||
Status: | Published | ||||||||||||||||
Keywords: | Blind Source Separation, Range Ambiguities, Multiple Elevation Beams | ||||||||||||||||
Event Title: | Proceedings of Workshop on Advanced RF Sensors and Remote Sensing Instruments (ARSI) | ||||||||||||||||
Event Location: | Noordwijk, The Netherlands | ||||||||||||||||
Event Type: | international Conference | ||||||||||||||||
Event Start Date: | 11 November 2019 | ||||||||||||||||
Event End Date: | 13 November 2019 | ||||||||||||||||
Organizer: | ESA | ||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
HGF - Program: | Space | ||||||||||||||||
HGF - Program Themes: | Earth Observation | ||||||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||||||
DLR - Program: | R EO - Earth Observation | ||||||||||||||||
DLR - Research theme (Project): | R - SAR methods | ||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||
Institutes and Institutions: | Microwaves and Radar Institute | ||||||||||||||||
Deposited By: | Amin, Ershad Junus | ||||||||||||||||
Deposited On: | 21 Nov 2019 15:01 | ||||||||||||||||
Last Modified: | 24 Apr 2024 20:34 |
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