MEC-assisted immersive VR video streaming over terahertz wireless networks: A deep reinforcement learning approach
J Du, FR Yu, G Lu, J Wang, J Jiang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Immersive virtual reality (VR) video is becoming increasingly popular owing to its enhanced
immersive experience. To enjoy ultrahigh resolution immersive VR video with wireless user …
immersive experience. To enjoy ultrahigh resolution immersive VR video with wireless user …
Resource management for pervasive-edge-computing-assisted wireless VR streaming in industrial Internet of Things
Wireless virtual reality (VR) is increasingly used in industrial Internet of Things (IIoTs).
However, ultra-high viewport rendering demands and excessive terminal energy …
However, ultra-high viewport rendering demands and excessive terminal energy …
Learning-based prediction, rendering and transmission for interactive virtual reality in RIS-assisted terahertz networks
The quality of experience (QoE) requirements of wireless virtual reality (VR) can only be
satisfied with high data rate, high reliability, and low VR interaction latency. This high data …
satisfied with high data rate, high reliability, and low VR interaction latency. This high data …
Learning-based prediction, rendering and association optimization for MEC-enabled wireless virtual reality (VR) networks
Wireless-connected Virtual Reality (VR) provides immersive experience for VR users from
anywhere at anytime. However, providing wireless VR users with seamless connectivity and …
anywhere at anytime. However, providing wireless VR users with seamless connectivity and …
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework
Immersive virtual reality (VR) applications require ultra-high data rate and low-latency for
smooth operation. Hence in this paper, aiming to improve VR experience in multi-user VR …
smooth operation. Hence in this paper, aiming to improve VR experience in multi-user VR …
An adaptive wireless virtual reality framework in future wireless networks: A distributed learning approach
Wireless virtual reality (VR) is predicted to become a killer application in 5G and beyond,
which provides an immersive experience and revolutionizes the way people communicate. It …
which provides an immersive experience and revolutionizes the way people communicate. It …
MEC-assisted panoramic VR video streaming over millimeter wave mobile networks
Panoramic virtual reality video (PVRV) is becoming increasingly popular since it offers a true
immersive experience. However, the ultra-high resolution of PVRV requires significant …
immersive experience. However, the ultra-high resolution of PVRV requires significant …
Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord
In this paper, a novel proactive computing and mmWave communication for ultra-reliable
and low latency wireless virtual reality (VR is proposed. By leveraging information about …
and low latency wireless virtual reality (VR is proposed. By leveraging information about …
Communication-constrained mobile edge computing systems for wireless virtual reality: Scheduling and tradeoff
Mobile edge computing (MEC) is expected to be an effective solution to deliver virtual reality
(VR) videos over wireless networks. In contrast to previous computation-constrained MEC …
(VR) videos over wireless networks. In contrast to previous computation-constrained MEC …
Deep reinforcement learning with communication transformer for adaptive live streaming in wireless edge networks
The emerging mobile edge computing (MEC) technology has been recently applied to
improve the Quality of Experience (QoE) of network services, such as live video streaming …
improve the Quality of Experience (QoE) of network services, such as live video streaming …