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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6650853 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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