Articles with "subspace estimation" as a keyword



Hyperspectral Image Denoising via Robust Subspace Estimation and Group Sparsity Constraint

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Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2023.3277832

Abstract: Hyperspectral cameras capture electromagnetic information within hundreds of narrow spectral bands, producing hyperspectral images (HSIs) with the capability to accurately characterize the attribute information of objects. However, mixed noise induced by instrument and atmospheric effects… read more here.

Keywords: group sparsity; subspace; subspace estimation; noise ... See more keywords

Subspace estimation of coherent wideband OFDM signals

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Published in 2025 at "Frequenz"

DOI: 10.1515/freq-2024-0238

Abstract: Abstract A method for estimating signal and noise subspaces in the context of direction of arrival (DOA) for coherent wideband orthogonal frequency-division multiplexing (OFDM) signals is proposed. It relies on a newly defined matrix, which… read more here.

Keywords: ofdm signals; subspace estimation; coherent wideband;