240 citations · 475 across the 17 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.IT2017★ 45 cited
Machine Learning for Vehicular Networks
Hao Ye, Le Liang, Geoffrey Ye Li +3
The emerging vehicular networks are expected to make everyday vehicular operation safer, greener, and more efficient, and pave the path to autonomous driving in the advent of the f…
cs.IT2017★ 10 cited
Deep Reinforcement Learning for Resource Allocation in V2V Communications
Hao Ye, Geoffrey Ye Li
In this article, we develop a decentralized resource allocation mechanism for vehicle-to-vehicle (V2V) communication systems based on deep reinforcement learning. Each V2V link is…
cs.IT2017★ 76 cited
Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems
Hao Ye, Geoffrey Ye Li, Biing-Hwang Fred Juang
This article presents our initial results in deep learning for channel estimation and signal detection in orthogonal frequency-division multiplexing (OFDM). OFDM has been widely ad…