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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7729580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kimsanghyun motionawareinterplaybetweenwigigandwififorwirelessvirtualreality AT yunjihoon motionawareinterplaybetweenwigigandwififorwirelessvirtualreality |