14 citations · 42 across the 6 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
eess.SP2023
Novel Nonlinear Neural-Network Layers for High Performance and Generalization in Modulation-Recognition Applications
John A. Snoap, Dimitrie C. Popescu, Chad M. Spooner
The paper presents a novel type of capsule network (CAP) that uses custom-defined neural network (NN) layers for blind classification of digitally modulated signals using their in-…
cs.IT2023★ 1 cited
Physical Layer Secret Key Agreement Using One-Bit Quantization and Low-Density Parity-Check Codes
John A. Snoap
Physical layer approaches for generating secret encryption keys for wireless systems using channel information have attracted increased interest from researchers in recent years. T…
eess.SP2023★ 13 cited
On Deep Learning Classification of Digitally Modulated Signals Using Raw I/Q Data
John A. Snoap, Dimitrie C. Popescu, Chad M. Spooner
The paper considers the problem of deep-learning-based classification of digitally modulated signals using I/Q data and studies the generalization ability of a trained neural netwo…