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Author

Tomasz Walczyna

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Conference Sep 2026

GNSS Interference Classification Using Handcrafted Signal Features and Lightweight Neural Models

This paper compares three approaches to six-class Global Navigation Satellite System (GNSS) interference classification: classical classifiers trained on 17 handcrafted spectral and statistical features, a one-dimensional convolutional neural network using two-channel raw IQ samples, and a two-dimensional convolutional...

Tomasz Walczyna, Zbigniew Piotrowski · 0 citations

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