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Kemal Davaslioglu

Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals

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Oct 23, 2024
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Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation

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Oct 14, 2024
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I-SCOUT: Integrated Sensing and Communications to Uncover Moving Targets in NextG Networks

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Oct 11, 2024
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Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems

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Nov 02, 2022
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Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning

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Jul 07, 2022
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Machine Learning in NextG Networks via Generative Adversarial Networks

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Mar 09, 2022
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End-to-End Autoencoder Communications with Optimized Interference Suppression

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Dec 29, 2021
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Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers

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Dec 03, 2020
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Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers

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Jul 31, 2020
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How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy

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May 15, 2020
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