DRL360: 360-degree video streaming with deep reinforcement learning

Y Zhang, P Zhao, K Bian, Y Liu… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
360-degree videos have gained more popularity in recent years, owing to the great advance
of panoramic cameras and head-mounted devices. However, as 360-degree videos are …

QoE-aware 3D video streaming via deep reinforcement learning in software defined networking enabled mobile edge computing

P Zhou, Y Xie, B Niu, L Pu, Z Xu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the advancements of wireless network transmission technology, 2D video is hard to
satisfy people's requirement for multimedia. Therefore, the high-definition 3D video that can …

Tile-based wireless streaming of 360-degree video with rate adaptation using viewport estimation

Y Im, T Qiu, LB Milstein… - IEEE Signal Processing …, 2022 - ieeexplore.ieee.org
This letter presents tile-based wireless streaming of 360-degree videos with rate adaptation
using viewport estimation. We propose a probabilistic model for viewport location to design …