Copula-Driven Learning Techniques for Physical Layer Authentication Using Multimodal Data

Copula-Driven Learning Techniques for Physical Layer Authentication Using Multimodal Data

In this paper, we present a study on copula-driven learning techniques for physical layer authentication (PLA) in wireless communication, using data from multiple modalities. The collective multimodal data is considered as an attribute vector, which is used as a test statistic for the underlying mul...

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Bibliographic Details
Main Authors: Sahana Srikanth, Sanjeev Gurugopinath, Sami Muhaidat
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Copula theory
information fusion
multimodal attributes
learning techniques
physical layer authentication
Online Access:https://ieeexplore.ieee.org/document/10851259/
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