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VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming
Mobile multimedia communication requires considerable resources such as bandwidth and efficiency to support Quality-of-Service (QoS) and user Quality-of-Experience (QoE). To increase the available bandwidth, 5G network designers have incorporated Cognitive Radio (CR), which can adjust communication...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231263/ https://www.ncbi.nlm.nih.gov/pubmed/35741477 http://dx.doi.org/10.3390/e24060755 |
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author | Gillani, Syeda Maria Asghar, Mamoona Naveed Shifa, Amna Abdullah, Saima Kanwal, Nadia Fleury, Martin |
author_facet | Gillani, Syeda Maria Asghar, Mamoona Naveed Shifa, Amna Abdullah, Saima Kanwal, Nadia Fleury, Martin |
author_sort | Gillani, Syeda Maria |
collection | PubMed |
description | Mobile multimedia communication requires considerable resources such as bandwidth and efficiency to support Quality-of-Service (QoS) and user Quality-of-Experience (QoE). To increase the available bandwidth, 5G network designers have incorporated Cognitive Radio (CR), which can adjust communication parameters according to the needs of an application. The transmission errors occur in wireless networks, which, without remedial action, will result in degraded video quality. Secure transmission is also a challenge for such channels. Therefore, this paper’s innovative scheme “VQProtect” focuses on the visual quality protection of compressed videos by detecting and correcting channel errors while at the same time maintaining video end-to-end confidentiality so that the content remains unwatchable. For the purpose, a two-round secure process is implemented on selected syntax elements of the compressed H.264/AVC bitstreams. To uphold the visual quality of data affected by channel errors, a computationally efficient Forward Error Correction (FEC) method using Random Linear Block coding (with complexity of [Formula: see text]) is implemented to correct the erroneous data bits, effectively eliminating the need for retransmission. Errors affecting an average of 7–10% of the video data bits were simulated with the Gilbert–Elliot model when experimental results demonstrated that 90% of the resulting channel errors were observed to be recoverable by correctly inferring the values of erroneous bits. The proposed solution’s effectiveness over selectively encrypted and error-prone video has been validated through a range of Video Quality Assessment (VQA) metrics. |
format | Online Article Text |
id | pubmed-9231263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92312632022-06-25 VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming Gillani, Syeda Maria Asghar, Mamoona Naveed Shifa, Amna Abdullah, Saima Kanwal, Nadia Fleury, Martin Entropy (Basel) Article Mobile multimedia communication requires considerable resources such as bandwidth and efficiency to support Quality-of-Service (QoS) and user Quality-of-Experience (QoE). To increase the available bandwidth, 5G network designers have incorporated Cognitive Radio (CR), which can adjust communication parameters according to the needs of an application. The transmission errors occur in wireless networks, which, without remedial action, will result in degraded video quality. Secure transmission is also a challenge for such channels. Therefore, this paper’s innovative scheme “VQProtect” focuses on the visual quality protection of compressed videos by detecting and correcting channel errors while at the same time maintaining video end-to-end confidentiality so that the content remains unwatchable. For the purpose, a two-round secure process is implemented on selected syntax elements of the compressed H.264/AVC bitstreams. To uphold the visual quality of data affected by channel errors, a computationally efficient Forward Error Correction (FEC) method using Random Linear Block coding (with complexity of [Formula: see text]) is implemented to correct the erroneous data bits, effectively eliminating the need for retransmission. Errors affecting an average of 7–10% of the video data bits were simulated with the Gilbert–Elliot model when experimental results demonstrated that 90% of the resulting channel errors were observed to be recoverable by correctly inferring the values of erroneous bits. The proposed solution’s effectiveness over selectively encrypted and error-prone video has been validated through a range of Video Quality Assessment (VQA) metrics. MDPI 2022-05-26 /pmc/articles/PMC9231263/ /pubmed/35741477 http://dx.doi.org/10.3390/e24060755 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gillani, Syeda Maria Asghar, Mamoona Naveed Shifa, Amna Abdullah, Saima Kanwal, Nadia Fleury, Martin VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming |
title | VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming |
title_full | VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming |
title_fullStr | VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming |
title_full_unstemmed | VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming |
title_short | VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming |
title_sort | vqprotect: lightweight visual quality protection for error-prone selectively encrypted video streaming |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231263/ https://www.ncbi.nlm.nih.gov/pubmed/35741477 http://dx.doi.org/10.3390/e24060755 |
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