A mathematical PAPR estimation of OTFS network using a machine learning SVM algorithm

The article presents a Support Vector Machine (SVM) algorithm to lower the peak-to-average power ratio (PAPR) in networks that work in orthogonal time frequency space (OTFS). High PAPR makes power amplifiers less efficient and lowers signal quality. This makes OTFS modulation challenging, even thoug...

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Bibliographic Details
Main Authors: Arun Kumar, Nishant Gaur, Aziz Nanthaamornphong
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Results in Optics
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666950125000628
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