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Millimeter Wave and Free-space-optics for Future Dual-connectivity 6DOF Mobile Multi-user VR Streaming

Authors:

Jacob Chakareski,

Tanguy Ropitault,

Steve BlandinoAuthors Info & Claims

ACM Transactions on Multimedia Computing, Communications and Applications, Volume 19, Issue 2

Article No.: 57, Pages 1 - 25

https://doi.org/10.1145/3544494

Published: 06 February 2023 Publication History

Abstract

Dual-connectivity streaming is a key enabler of next-generation six Degrees Of Freedom (6DOF) Virtual Reality (VR) scene immersion. Indeed, using conventional sub-6 GHz WiFi only allows to reliably stream a low-quality baseline representation of the VR content, while emerging high-frequency communication technologies allow to stream in parallel a high-quality user viewport-specific enhancement representation that synergistically integrates with the baseline representation to deliver high-quality VR immersion. We investigate holistically as part of an entire future VR streaming system two such candidate emerging technologies, Free Space Optics (FSO) and millimeter-Wave (mmWave), that benefit from a large available spectrum to deliver unprecedented data rates. We analytically characterize the key components of the envisioned dual-connectivity 6DOF VR streaming system that integrates in addition edge computing and scalable 360° video tiling, and we formulate an optimization problem to maximize the immersion fidelity delivered by the system, given the WiFi and mmWave/FSO link rates, and the computing capabilities of the edge server and the users’ VR headsets. This optimization problem is mixed integer programming of high complexity and we formulate a geometric programming framework to compute the optimal solution at low complexity. We carry out simulation experiments to assess the performance of the proposed system using actual 6DOF navigation traces from multiple mobile VR users that we collected. Our results demonstrate that our system considerably advances the traditional state of the art and enables streaming of 8K-120 frames-per-second (fps) 6DOF content at high fidelity.

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Cited By

Wang LSingh SChakareski JHajiesmaili MSitaraman R(2024)BONES: Near-Optimal Neural-Enhanced Video StreamingProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/36560148:2(1-28)Online publication date: 29-May-2024
https://dl.acm.org/doi/10.1145/3656014
Chakareski JKhan M(2024)Live 360° Video Streaming to Heterogeneous Clients in 5G NetworksIEEE Transactions on Multimedia10.1109/TMM.2024.338291026(8860-8873)Online publication date: 2024
https://doi.org/10.1109/TMM.2024.3382910
Shippey SSrinivasan SDang HAryafar EChakareski J(2024)An Experimental Evaluation of 360-Degree ABR Video Streaming over mmWave Wireless Links2024 IEEE International Conference on Metaverse Computing, Networking, and Applications (MetaCom)10.1109/MetaCom62920.2024.00030(113-120)Online publication date: 12-Aug-2024
https://doi.org/10.1109/MetaCom62920.2024.00030
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Millimeter Wave and Free-space-optics for Future Dual-connectivity 6DOF Mobile Multi-user VR Streaming

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Published In

cover image ACM Transactions on Multimedia Computing, Communications, and Applications

ACM Transactions on Multimedia Computing, Communications, and Applications Volume 19, Issue 2

March 2023

540 pages

ISSN:1551-6857

EISSN:1551-6865

DOI:10.1145/3572860

Editor:
Abdulmotaleb El Saddik
Mohamed Bin Zayed University of Artificial Intelligence, UAE and University of Ottawa, Canada

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Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 February 2023

Online AM: 16 June 2022

Accepted: 31 May 2022

Revised: 19 May 2022

Received: 09 February 2022

Published in TOMM Volume 19, Issue 2

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Panasonic Chair of Sustainability at the New Jersey Institute for Technology

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Cited By

Wang LSingh SChakareski JHajiesmaili MSitaraman R(2024)BONES: Near-Optimal Neural-Enhanced Video StreamingProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/36560148:2(1-28)Online publication date: 29-May-2024
https://dl.acm.org/doi/10.1145/3656014
Chakareski JKhan M(2024)Live 360° Video Streaming to Heterogeneous Clients in 5G NetworksIEEE Transactions on Multimedia10.1109/TMM.2024.338291026(8860-8873)Online publication date: 2024
https://doi.org/10.1109/TMM.2024.3382910
Shippey SSrinivasan SDang HAryafar EChakareski J(2024)An Experimental Evaluation of 360-Degree ABR Video Streaming over mmWave Wireless Links2024 IEEE International Conference on Metaverse Computing, Networking, and Applications (MetaCom)10.1109/MetaCom62920.2024.00030(113-120)Online publication date: 12-Aug-2024
https://doi.org/10.1109/MetaCom62920.2024.00030
Badnava BChakareski JHashemi M(2024)Multi-Task Decision-Making for Multi-User $360^{\circ}$ Video Processing over Wireless Networks2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)10.1109/MIPR62202.2024.00054(294-300)Online publication date: 7-Aug-2024
https://doi.org/10.1109/MIPR62202.2024.00054
Ravuri HStruye Jvan der Hooft JWauters TDe Turck FFamaey JTorres Vega M(2024)Context-Aware and Reliable Transport Layer Framework for Interactive Immersive Media Delivery Over Millimeter WaveJournal of Network and Systems Management10.1007/s10922-024-09845-532:4Online publication date: 15-Aug-2024
https://dl.acm.org/doi/10.1007/s10922-024-09845-5
Li YDou CWu YJia WLu R(2023)NOMA Assisted Two-Tier VR Content Transmission: A Tile-Based Approach for QoE OptimizationIEEE Transactions on Mobile Computing10.1109/TMC.2023.328073923:5(3769-3784)Online publication date: 29-May-2023
https://dl.acm.org/doi/10.1109/TMC.2023.3280739
Gartrell RBlack RBush KKhan MMoscola JGilbert J(2023)Reliable Communication in a Multi-Transceiver Mobile Optical Wireless NetworkMILCOM 2023 - 2023 IEEE Military Communications Conference (MILCOM)10.1109/MILCOM58377.2023.10356290(444-449)Online publication date: 30-Oct-2023
https://doi.org/10.1109/MILCOM58377.2023.10356290
Feng QYang PHuang ZChen JZhang N(2023)Deadline Aware Two-Timescale Resource Allocation for VR Video StreamingGLOBECOM 2023 - 2023 IEEE Global Communications Conference10.1109/GLOBECOM54140.2023.10437141(982-987)Online publication date: 4-Dec-2023
https://doi.org/10.1109/GLOBECOM54140.2023.10437141
Mahmoud MRizou SPanayides AKantartzis NKaragiannidis GLazaridis PZaharis Z(2023)A Survey on Optimizing Mobile Delivery of 360° Videos: Edge Caching and MulticastingIEEE Access10.1109/ACCESS.2023.329233511(68925-68942)Online publication date: 2023
https://doi.org/10.1109/ACCESS.2023.3292335

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