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Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection

The introduction of 5G with excessively high speeds and ever-advancing cellular device capabilities has increased the demand for high data rate wireless multimedia communication. Data compression, transmission robustness and error resilience are introduced to meet the increased demands of high data...

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Autores principales: Khan, Hameed Ullah, Minallah, Nasru, Masood, Arbab, Khalil, Amaad, Frnda, Jaroslav, Nedoma, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8399369/
https://www.ncbi.nlm.nih.gov/pubmed/34450901
http://dx.doi.org/10.3390/s21165461
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author Khan, Hameed Ullah
Minallah, Nasru
Masood, Arbab
Khalil, Amaad
Frnda, Jaroslav
Nedoma, Jan
author_facet Khan, Hameed Ullah
Minallah, Nasru
Masood, Arbab
Khalil, Amaad
Frnda, Jaroslav
Nedoma, Jan
author_sort Khan, Hameed Ullah
collection PubMed
description The introduction of 5G with excessively high speeds and ever-advancing cellular device capabilities has increased the demand for high data rate wireless multimedia communication. Data compression, transmission robustness and error resilience are introduced to meet the increased demands of high data rates of today. An innovative approach is to come up with a unique setup of source bit codes (SBCs) that ensure the convergence and joint source-channel coding (JSCC) correspondingly results in lower bit error ratio (BER). The soft-bit assisted source and channel codes are optimized jointly for optimum convergence. Source bit codes assisted by iterative detection are used with a rate-1 precoder for performance evaluation of the above mentioned scheme of transmitting sata-partitioned (DP) H.264/AVC frames from source through a narrowband correlated Rayleigh fading channel. A novel approach of using sphere packing (SP) modulation aided differential space time spreading (DSTS) in combination with SBC is designed for the video transmission to cope with channel fading. Furthermore, the effects of SBC with different hamming distances [Formula: see text] but similar coding rates is explored on objective video quality such as peak signal to noise ratio (PSNR) and also the overall bit error ratio (BER). EXtrinsic Information Transfer Charts (EXIT) are used for analysis of the convergence behavior of SBC and its iterative scheme. Specifically, the experiments exhibit that the proposed scheme of error protection of SBC [Formula: see text] = 6 outperforms the SBCs having same code rate, but with [Formula: see text] = 3 by 3 dB with PSNR degradation of 1 dB. Furthermore, simulation results show that a gain of 27 dB [Formula: see text] is achieved with SBC having code rate 1/3 compared to the benchmark Rate-1 SBC codes.
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spelling pubmed-83993692021-08-29 Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection Khan, Hameed Ullah Minallah, Nasru Masood, Arbab Khalil, Amaad Frnda, Jaroslav Nedoma, Jan Sensors (Basel) Article The introduction of 5G with excessively high speeds and ever-advancing cellular device capabilities has increased the demand for high data rate wireless multimedia communication. Data compression, transmission robustness and error resilience are introduced to meet the increased demands of high data rates of today. An innovative approach is to come up with a unique setup of source bit codes (SBCs) that ensure the convergence and joint source-channel coding (JSCC) correspondingly results in lower bit error ratio (BER). The soft-bit assisted source and channel codes are optimized jointly for optimum convergence. Source bit codes assisted by iterative detection are used with a rate-1 precoder for performance evaluation of the above mentioned scheme of transmitting sata-partitioned (DP) H.264/AVC frames from source through a narrowband correlated Rayleigh fading channel. A novel approach of using sphere packing (SP) modulation aided differential space time spreading (DSTS) in combination with SBC is designed for the video transmission to cope with channel fading. Furthermore, the effects of SBC with different hamming distances [Formula: see text] but similar coding rates is explored on objective video quality such as peak signal to noise ratio (PSNR) and also the overall bit error ratio (BER). EXtrinsic Information Transfer Charts (EXIT) are used for analysis of the convergence behavior of SBC and its iterative scheme. Specifically, the experiments exhibit that the proposed scheme of error protection of SBC [Formula: see text] = 6 outperforms the SBCs having same code rate, but with [Formula: see text] = 3 by 3 dB with PSNR degradation of 1 dB. Furthermore, simulation results show that a gain of 27 dB [Formula: see text] is achieved with SBC having code rate 1/3 compared to the benchmark Rate-1 SBC codes. MDPI 2021-08-13 /pmc/articles/PMC8399369/ /pubmed/34450901 http://dx.doi.org/10.3390/s21165461 Text en © 2021 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
Khan, Hameed Ullah
Minallah, Nasru
Masood, Arbab
Khalil, Amaad
Frnda, Jaroslav
Nedoma, Jan
Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection
title Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection
title_full Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection
title_fullStr Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection
title_full_unstemmed Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection
title_short Performance Analysis of Sphere Packed Aided Differential Space-Time Spreading with Iterative Source-Channel Detection
title_sort performance analysis of sphere packed aided differential space-time spreading with iterative source-channel detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8399369/
https://www.ncbi.nlm.nih.gov/pubmed/34450901
http://dx.doi.org/10.3390/s21165461
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