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12/05/2022
WAIR-D: Wireless AI Research Dataset
It is a common sense that datasets with high-quality data samples play a...
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07/31/2021
Distributed Learning for Time-varying Networks: A Scalable Design
The wireless network is undergoing a trend from "onnection of things" to...
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11/13/2019
Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning
In this paper, the downlink packet scheduling problem for cellular netwo...
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07/22/2019
Realistic Channel Models Pre-training
In this paper, we propose a neural-network-based realistic channel model...
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05/15/2019
Deep Reinforcement Learning for Scheduling in Cellular Networks
Integrating artificial intelligence (AI) into wireless networks has draw...
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01/14/2019
Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models
Accurate prediction of fading channel in future is essential to realize ...
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08/06/2018