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Cloud-based Virtual Reality (VR) streaming presents significant challenges for 802.11 networks due to its high throughput and low latency requirements. When multiple VR users share a Wi-Fi network, the resulting uplink and downlink traffic…

Networking and Internet Architecture · Computer Science 2026-01-26 Ferran Maura , Francesc Wilhelmi , Boris Bellalta

Virtual reality (VR) is becoming prevalent with a plethora of applications in education, healthcare, entertainment, etc. To increase the user mobility, and to reduce the energy consumption and production cost of VR head mounted displays…

Networking and Internet Architecture · Computer Science 2020-11-19 Seyedmohammad Salehi , Abdullah Alnajim , Xiaoqing Zhu , Malcolm Smith , Chien-Chung Shen , Leonard Cimini

Virtual Reality (VR) streaming enables end-users to seamlessly immerse themselves in interactive virtual environments using even low-end devices. However, the quality of the VR experience heavily relies on Wireless Fidelity (Wi-Fi)…

Networking and Internet Architecture · Computer Science 2024-08-07 Miguel Casasnovas , Costas Michaelides , Marc Carrascosa-Zamacois , Boris Bellalta

Cloud virtual reality (VR) gaming traffic characteristics such as frame size, inter-arrival time, and latency need to be carefully studied as a first step toward scalable VR cloud service provisioning. To this end, in this paper we analyze…

Signal Processing · Electrical Eng. & Systems 2021-09-22 Sihao Zhao , Hatem Abou-zeid , Ramy Atawia , Yoga Suhas Kuruba Manjunath , Akram Bin Sediq , Xiao-Ping Zhang

Extended Reality (XR) has stringent throughput and delay requirements that are hard to meet with current wireless technologies. Missing these requirements can lead to worsened picture quality, perceived lag between user input and…

Networking and Internet Architecture · Computer Science 2024-07-09 Marc Carrascosa-Zamacois , Lorenzo Galati-Giordano , Francesc Wilhelmi , Gianluca Fontanesi , Anders Jonsson , Giovanni Geraci , Boris Bellalta

In this paper, the problem of wireless virtual reality (VR) resource management is investigated for a wireless VR network in which VR contents are sent by a cloud to cellular small base stations (SBSs). The SBSs will collect tracking data…

Information Theory · Computer Science 2019-02-15 Mingzhe Chen , Walid Saad , Changchuan Yin , Mérouane Debbah

In this paper, the problem of resource management is studied for a network of wireless virtual reality (VR) users communicating over small cell networks (SCNs). In order to capture the VR users' quality-of-service (QoS) in SCNs, a novel VR…

Information Theory · Computer Science 2018-06-21 Mingzhe Chen , Walid Saad , Changchuan Yin

This tutorial paper analyzes the traffic characteristics of immersive experiences with extended reality (XR) technologies, including Augmented reality (AR), virtual reality (VR), and mixed reality (MR). The current trend in XR applications…

Networking and Internet Architecture · Computer Science 2023-04-18 Abdullah Alnajim , Seyedmohammad Salehi , Chien-Chung Shen , Malcolm Smith

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 rate over short transmission distances may be achieved…

Signal Processing · Electrical Eng. & Systems 2021-07-28 Xiaonan Liu , Yansha Deng , Chong Han , Marco Di Renzo

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 wireless video streaming, a deep-learning aided scheme for…

Information Theory · Computer Science 2020-01-13 Cristina Perfecto , Mohammed S. Elbamby , Javier Del Ser , Mehdi Bennis

Wireless-connected Virtual Reality (VR) provides immersive experience for VR users from any-where at anytime. However, providing wireless VR users with seamless connectivity and real-time VR video with high quality is challenging due to its…

Signal Processing · Electrical Eng. & Systems 2020-05-19 Xiaonan Liu , Yansha Deng

In the upcoming B5G/6G era, virtual reality (VR) over wireless has become a typical application, which is an inevitable trend in the development of video. However, in immersive and interactive VR experiences, VR services typically exhibit…

Multimedia · Computer Science 2024-03-12 Baojie Fu , Tong Tang , Dapeng Wu , Ruyan Wang

Over the past few years, the concept of VR has attracted increasing interest thanks to its extensive industrial and commercial applications. Currently, the 3D models of the virtual scenes are generally stored in the VR visor itself, which…

Networking and Internet Architecture · Computer Science 2022-06-02 Federico Chiariotti , Matteo Drago , Paolo Testolina , Mattia Lecci , Andrea Zanella , Michele Zorzi

In this paper, we design an exclusive Metaverse network traffic classifier, named Discern-XR, to help Internet service providers (ISP) and router manufacturers enhance the quality of Metaverse services. Leveraging segmented learning, the…

Artificial Intelligence · Computer Science 2024-11-11 Yoga Suhas Kuruba Manjunath , Austin Wissborn , Mathew Szymanowski , Mushu Li , Lian Zhao , Xiao-Ping Zhang

In this paper, the problem of data correlation-aware resource management is studied for a network of wireless virtual reality (VR) users communicating over cloud-based small cell networks (SCNs). In the studied model, small base stations…

Information Theory · Computer Science 2017-11-28 Mingzhe Chen , Walid Saad , Changchuan Yin , Merouane Debbah

Wireless Virtual Reality (VR) users are able to enjoy immersive experience from anywhere at anytime. However, providing full spherical VR video with high quality under limited VR interaction latency is challenging. If the viewpoint of the…

Signal Processing · Electrical Eng. & Systems 2020-12-24 Xiaonan Liu , Xinyu Li , Yansha Deng

Virtual Reality (VR) technology demands real-time data transmission to deliver an immersive and interactive user experience. This study investigates the implementation of UDP Ethernet communication in VR systems, focusing on its impact on…

Networking and Internet Architecture · Computer Science 2025-02-05 Raghad H. AlShekh , Qutaiba I. Ali

Virtual Reality (VR) applications require high data rate for a high-quality immersive experience, in addition to low latency to avoid dizziness and motion sickness. One of the key wireless VR challenges is providing seamless connectivity…

Networking and Internet Architecture · Computer Science 2021-10-07 Mostafa Abdelrahman , Mohammed Elbamby , Vilho Räisänen

Our work proposes a comprehensive solution for predicting Metaverse network traffic, addressing the growing demand for intelligent resource management in eXtended Reality (XR) services. We first introduce a state-of-the-art testbed…

Artificial Intelligence · Computer Science 2024-11-20 Yoga Suhas Kuruba Manjunath , Mathew Szymanowski , Austin Wissborn , Mushu Li , Lian Zhao , Xiao-Ping Zhang

We introduce a Unity based benchmark XRFlux for evaluating Virtual Reality (VR) delivery systems using edge-cloud caching. As VR applications and systems progress, the need to meet strict latency and Quality of Experience (QoE) requirements…

Performance · Computer Science 2024-12-30 Nader Alfares , George Kesidis
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