Articles with "subspace method" as a keyword



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Surrogate-based aerodynamic shape optimization with the active subspace method

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Published in 2019 at "Structural and Multidisciplinary Optimization"

DOI: 10.1007/s00158-018-2073-5

Abstract: Surrogate-based optimization is criticized in high-dimensional cases because it cannot scale well with the input dimension. In order to overcome this issue, we adopt a snapshot active subspace method to reduce the input dimension. A… read more here.

Keywords: active subspace; surrogate based; optimization; subspace method ... See more keywords
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A Postmatched-Filtering Image-Domain Subspace Method for Channel Mismatch Estimation of Multiple Azimuth Channels SAR

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Published in 2021 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2020.3044880

Abstract: Multiple azimuth channels (MACs) synthetic aperture radar (SAR) can theoretically achieve high azimuth resolution and wide swath (HRWS). Nevertheless, in practice, channel mismatch will lead to ghost or azimuth ambiguities, which will degrade the imaging… read more here.

Keywords: image domain; subspace method; method; channel mismatch ... See more keywords