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Source Detection With Multi-Label Classification

Radio source detection through conventional algorithms has been unreliable when trying to solve for large number of sources in the presence of low SINR and less number of snapshots. We address this by reformulating source detection as a multi-class classification problem solved using deep learning f...

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Autori principali: Jayakrishnan Vijayamohanan, Arjun Gupta, Oameed Noakoasteen, Sotirios K. Goudos, Christos G Christodoulou
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2023-01-01
Serie:IEEE Open Journal of Signal Processing
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Accesso online:https://ieeexplore.ieee.org/document/10137757/
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