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06/23/2023
A Weighted Autoencoder-Based Approach to Downlink NOMA Constellation Design
End-to-end design of communication systems using deep autoencoders (AEs)...
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01/28/2023
Rateless Autoencoder Codes: Trading off Decoding Delay and Reliability
Most of today's communication systems are designed to target reliable me...
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11/03/2022
Machine Learning Methods for Device Identification Using Wireless Fingerprinting
Industrial Internet of Things (IoT) systems increasingly rely on wireles...
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04/16/2021
Autoencoder-Based Unequal Error Protection Codes
We present a novel autoencoder-based approach for designing codes that p...
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09/12/2020
Preamble-Based Packet Detection in Wi-Fi: A Deep Learning Approach
Wi-Fi systems based on the family of IEEE 802.11 standards that operate ...
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04/24/2020