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05/12/2020
Deep Learning for Wireless Communications
Existing communication systems exhibit inherent limitations in translati...
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03/07/2019
Intelligent Knowledge Distribution: Constrained-Action POMDPs for Resource-Aware Multi-Agent Communication
This paper addresses a fundamental question of multi-agent knowledge dis...
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12/13/2017
Over the Air Deep Learning Based Radio Signal Classification
We conduct an in depth study on the performance of deep learning based r...
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07/19/2017
Learning Approximate Neural Estimators for Wireless Channel State Information
Estimation is a critical component of synchronization in wireless and si...
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11/01/2016
Semi-Supervised Radio Signal Identification
Radio emitter recognition in dense multi-user environments is an importa...
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02/12/2016
