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Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality

Wireless virtual reality (VR) is a promising direction for future VR systems that offloads heavy computation to a remote processing entity and wirelessly receives high-quality streams. WiGig and WiFi are representative solutions to implement wireless VR; however, they differ in communication bandwid...

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Detalles Bibliográficos
Autores principales: Kim, Sanghyun, Yun, Ji-Hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7729580/
https://www.ncbi.nlm.nih.gov/pubmed/33261082
http://dx.doi.org/10.3390/s20236782
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author Kim, Sanghyun
Yun, Ji-Hoon
author_facet Kim, Sanghyun
Yun, Ji-Hoon
author_sort Kim, Sanghyun
collection PubMed
description Wireless virtual reality (VR) is a promising direction for future VR systems that offloads heavy computation to a remote processing entity and wirelessly receives high-quality streams. WiGig and WiFi are representative solutions to implement wireless VR; however, they differ in communication bandwidth and reliability. Our testbed experiments show that the performance of WiGig and VR traffic generation strongly correlates with and consequently can be predicted from a user’s motion. Based on this observation, we develop a wireless VR system that exploits the benefits of both links by switching between them and controlling the VR frame encoding for latency regulation and image quality enhancement. The proposed system predicts the performance of the links and selects the one with a higher capacity in an opportunistic manner. It adjusts the encoding rate of the host based on the motion-aware prediction of the frame size and estimated latency of the selected link. By evaluating the testbed data, we demonstrate that the proposed system outperforms a WiGig-only system with a fixed encoding rate in terms of latency regulation and image quality.
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spelling pubmed-77295802020-12-12 Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality Kim, Sanghyun Yun, Ji-Hoon Sensors (Basel) Article Wireless virtual reality (VR) is a promising direction for future VR systems that offloads heavy computation to a remote processing entity and wirelessly receives high-quality streams. WiGig and WiFi are representative solutions to implement wireless VR; however, they differ in communication bandwidth and reliability. Our testbed experiments show that the performance of WiGig and VR traffic generation strongly correlates with and consequently can be predicted from a user’s motion. Based on this observation, we develop a wireless VR system that exploits the benefits of both links by switching between them and controlling the VR frame encoding for latency regulation and image quality enhancement. The proposed system predicts the performance of the links and selects the one with a higher capacity in an opportunistic manner. It adjusts the encoding rate of the host based on the motion-aware prediction of the frame size and estimated latency of the selected link. By evaluating the testbed data, we demonstrate that the proposed system outperforms a WiGig-only system with a fixed encoding rate in terms of latency regulation and image quality. MDPI 2020-11-27 /pmc/articles/PMC7729580/ /pubmed/33261082 http://dx.doi.org/10.3390/s20236782 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Sanghyun
Yun, Ji-Hoon
Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality
title Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality
title_full Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality
title_fullStr Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality
title_full_unstemmed Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality
title_short Motion-Aware Interplay between WiGig and WiFi for Wireless Virtual Reality
title_sort motion-aware interplay between wigig and wifi for wireless virtual reality
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7729580/
https://www.ncbi.nlm.nih.gov/pubmed/33261082
http://dx.doi.org/10.3390/s20236782
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