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Rateless Coded Uplink Transmission Design for Multi-User C-RAN

Cloud radio access network (C-RAN) is a promising technology for the Internet of Things (IoT). In C-RAN, the remote radio head (RRH) and baseband unit (BBU) in the conventional base station are separated, and each BBU is backward centralized into a virtual BBU pool. In this paper, we consider the up...

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Autores principales: Zhang, Yu, Xu, Jiali, Peng, Hong, Lu, Weidang, Zhang, Zhaoyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650853/
https://www.ncbi.nlm.nih.gov/pubmed/31284500
http://dx.doi.org/10.3390/s19132978
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author Zhang, Yu
Xu, Jiali
Peng, Hong
Lu, Weidang
Zhang, Zhaoyang
author_facet Zhang, Yu
Xu, Jiali
Peng, Hong
Lu, Weidang
Zhang, Zhaoyang
author_sort Zhang, Yu
collection PubMed
description Cloud radio access network (C-RAN) is a promising technology for the Internet of Things (IoT). In C-RAN, the remote radio head (RRH) and baseband unit (BBU) in the conventional base station are separated, and each BBU is backward centralized into a virtual BBU pool. In this paper, we consider the uplink transmission for the two-user C-RAN with two RRHs under a block fading channel. A novel rateless coded transmission scheme is designed. During each transmission round, each user keeps transmitting to the RRHs using Raptor code until the BBU pool feeds back an acknowledgement (ACK). With the proposed scheme, each user does not require the instant channel state information, which greatly reduces the system overhead. We also design the quantizer at the RRHs and the iterative multi-user detector and decoder at the BBU pool, based on the belief propagation (BP) algorithm. For the Raptor code applied at each user, we optimize the corresponding output node degree profile, based on extrinsic information transfer (EXIT) analysis for the decoding process at the BBU pool. The resulted degree profiles are optimal in an average sense under all possible channel states. The simulation results show that the rateless coded transmission scheme with the optimized degree profiles outperforms the benchmark degree profile in both bit error rate and average system throughput. Moreover, the achieved performance is close to the theoretical limit.
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spelling pubmed-66508532019-08-07 Rateless Coded Uplink Transmission Design for Multi-User C-RAN Zhang, Yu Xu, Jiali Peng, Hong Lu, Weidang Zhang, Zhaoyang Sensors (Basel) Article Cloud radio access network (C-RAN) is a promising technology for the Internet of Things (IoT). In C-RAN, the remote radio head (RRH) and baseband unit (BBU) in the conventional base station are separated, and each BBU is backward centralized into a virtual BBU pool. In this paper, we consider the uplink transmission for the two-user C-RAN with two RRHs under a block fading channel. A novel rateless coded transmission scheme is designed. During each transmission round, each user keeps transmitting to the RRHs using Raptor code until the BBU pool feeds back an acknowledgement (ACK). With the proposed scheme, each user does not require the instant channel state information, which greatly reduces the system overhead. We also design the quantizer at the RRHs and the iterative multi-user detector and decoder at the BBU pool, based on the belief propagation (BP) algorithm. For the Raptor code applied at each user, we optimize the corresponding output node degree profile, based on extrinsic information transfer (EXIT) analysis for the decoding process at the BBU pool. The resulted degree profiles are optimal in an average sense under all possible channel states. The simulation results show that the rateless coded transmission scheme with the optimized degree profiles outperforms the benchmark degree profile in both bit error rate and average system throughput. Moreover, the achieved performance is close to the theoretical limit. MDPI 2019-07-05 /pmc/articles/PMC6650853/ /pubmed/31284500 http://dx.doi.org/10.3390/s19132978 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
Zhang, Yu
Xu, Jiali
Peng, Hong
Lu, Weidang
Zhang, Zhaoyang
Rateless Coded Uplink Transmission Design for Multi-User C-RAN
title Rateless Coded Uplink Transmission Design for Multi-User C-RAN
title_full Rateless Coded Uplink Transmission Design for Multi-User C-RAN
title_fullStr Rateless Coded Uplink Transmission Design for Multi-User C-RAN
title_full_unstemmed Rateless Coded Uplink Transmission Design for Multi-User C-RAN
title_short Rateless Coded Uplink Transmission Design for Multi-User C-RAN
title_sort rateless coded uplink transmission design for multi-user c-ran
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650853/
https://www.ncbi.nlm.nih.gov/pubmed/31284500
http://dx.doi.org/10.3390/s19132978
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