A Real-World Dataset Generator for Specific Emitter Identification

A Real-World Dataset Generator for Specific Emitter Identification

Generating high-quality, real-world, well-labeled datasets for radio frequency machine learning (RFML) applications often proves prohibitively cumbersome and expensive, leading to the low availability of high-fidelity, low-cost datasets. Specific emitter identification (SEI) in particular requires a...

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Bibliographic Details
Main Authors: Braeden P. Muller, Lauren J. Wong, William H. Clark, Alan J. Michaels
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Specific emitter identification (SEI)
automated modulation classification (AMC)
RF fingerprinting
radio frequency machine learning (RFML)
radio emitters
real-world dataset generation
Online Access:https://ieeexplore.ieee.org/document/10271282/

Internet

https://ieeexplore.ieee.org/document/10271282/

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