Robust RF Mixture Signal Recognition Using Discriminative Dictionary Learning

RF signal recognition is an important element toward RF situational awareness and dynamic spectrum management. In this work, machine learning-based signal recognition algorithms are proposed. Our key contribution is to engineer feature learning such that the classifiers can perform robustly even whe...

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Bibliographic Details
Main Authors: Hao Chen, Seung-Jun Kim
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9576061/