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Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding

An analog joint source-channel coding (JSCC) system designed for the transmission of still images is proposed and its performance is compared to that of two digital alternatives which differ in the source encoding operation: Joint Photographic Experts Group (JPEG) and JPEG without entropy coding (JP...

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Autores principales: Balsa, Jose, Domínguez-Bolaño, Tomás, Fresnedo, Óscar, García-Naya, José A., Castedo, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651775/
https://www.ncbi.nlm.nih.gov/pubmed/31277217
http://dx.doi.org/10.3390/s19132932
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author Balsa, Jose
Domínguez-Bolaño, Tomás
Fresnedo, Óscar
García-Naya, José A.
Castedo, Luis
author_facet Balsa, Jose
Domínguez-Bolaño, Tomás
Fresnedo, Óscar
García-Naya, José A.
Castedo, Luis
author_sort Balsa, Jose
collection PubMed
description An analog joint source-channel coding (JSCC) system designed for the transmission of still images is proposed and its performance is compared to that of two digital alternatives which differ in the source encoding operation: Joint Photographic Experts Group (JPEG) and JPEG without entropy coding (JPEGw/oEC), respectively, both relying on an optimized channel encoder–modulator tandem. Apart from a visual comparison, the figures of merit considered in the assessment are the structural similarity (SSIM) index and the time required to transmit an image through additive white Gaussian noise (AWGN) and Rayleigh channels. This work shows that the proposed analog system exhibits a performance similar to that of the digital scheme based on JPEG compression with a noticeable better visual degradation to the human eye, a lower computational complexity, and a negligible delay. These results confirm the suitability of analog JSCC for the transmission of still images in scenarios with severe constraints on power consumption, computational capabilities, and for real-time applications. For these reasons the proposed system is a good candidate for surveillance systems, low-constrained devices, Internet of things (IoT) applications, etc.
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spelling pubmed-66517752019-08-08 Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding Balsa, Jose Domínguez-Bolaño, Tomás Fresnedo, Óscar García-Naya, José A. Castedo, Luis Sensors (Basel) Article An analog joint source-channel coding (JSCC) system designed for the transmission of still images is proposed and its performance is compared to that of two digital alternatives which differ in the source encoding operation: Joint Photographic Experts Group (JPEG) and JPEG without entropy coding (JPEGw/oEC), respectively, both relying on an optimized channel encoder–modulator tandem. Apart from a visual comparison, the figures of merit considered in the assessment are the structural similarity (SSIM) index and the time required to transmit an image through additive white Gaussian noise (AWGN) and Rayleigh channels. This work shows that the proposed analog system exhibits a performance similar to that of the digital scheme based on JPEG compression with a noticeable better visual degradation to the human eye, a lower computational complexity, and a negligible delay. These results confirm the suitability of analog JSCC for the transmission of still images in scenarios with severe constraints on power consumption, computational capabilities, and for real-time applications. For these reasons the proposed system is a good candidate for surveillance systems, low-constrained devices, Internet of things (IoT) applications, etc. MDPI 2019-07-03 /pmc/articles/PMC6651775/ /pubmed/31277217 http://dx.doi.org/10.3390/s19132932 Text en © 2019 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
Balsa, Jose
Domínguez-Bolaño, Tomás
Fresnedo, Óscar
García-Naya, José A.
Castedo, Luis
Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding
title Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding
title_full Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding
title_fullStr Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding
title_full_unstemmed Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding
title_short Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding
title_sort transmission of still images using low-complexity analog joint source-channel coding
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651775/
https://www.ncbi.nlm.nih.gov/pubmed/31277217
http://dx.doi.org/10.3390/s19132932
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