Cargando…
Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks
This paper investigates the achievable per-user degrees-of-freedom (DoF) in multi-cloud based sectored hexagonal cellular networks (M-CRAN) at uplink. The network consists of N base stations (BS) and [Formula: see text] base band unit pools (BBUP), which function as independent cloud centers. The co...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7845776/ https://www.ncbi.nlm.nih.gov/pubmed/33286440 http://dx.doi.org/10.3390/e22060668 |
_version_ | 1783644615683866624 |
---|---|
author | Gelincik, Samet Rekaya-Ben Othman, Ghaya |
author_facet | Gelincik, Samet Rekaya-Ben Othman, Ghaya |
author_sort | Gelincik, Samet |
collection | PubMed |
description | This paper investigates the achievable per-user degrees-of-freedom (DoF) in multi-cloud based sectored hexagonal cellular networks (M-CRAN) at uplink. The network consists of N base stations (BS) and [Formula: see text] base band unit pools (BBUP), which function as independent cloud centers. The communication between BSs and BBUPs occurs by means of finite-capacity fronthaul links of capacities [Formula: see text] with P denoting transmit power. In the system model, BBUPs have limited processing capacity [Formula: see text]. We propose two different achievability schemes based on dividing the network into non-interfering parallelogram and hexagonal clusters, respectively. The minimum number of users in a cluster is determined by the ratio of BBUPs to BSs, [Formula: see text]. Both of the parallelogram and hexagonal schemes are based on practically implementable beamforming and adapt the way of forming clusters to the sectorization of the cells. Proposed coding schemes improve the sum-rate over naive approaches that ignore cell sectorization, both at finite signal-to-noise ratio (SNR) and in the high-SNR limit. We derive a lower bound on per-user DoF which is a function of [Formula: see text] , [Formula: see text] , and r. We show that cut-set bound are attained for several cases, the achievability gap between lower and cut-set bounds decreases with the inverse of BBUP-BS ratio [Formula: see text] for [Formula: see text] irrespective of [Formula: see text] , and that per-user DoF achieved through hexagonal clustering can not exceed the per-user DoF of parallelogram clustering for any value of [Formula: see text] and r as long as [Formula: see text]. Since the achievability gap decreases with inverse of the BBUP-BS ratio for small and moderate fronthaul capacities, the cut-set bound is almost achieved even for small cluster sizes for this range of fronthaul capacities. For higher fronthaul capacities, the achievability gap is not always tight but decreases with processing capacity. However, the cut-set bound, e.g., at [Formula: see text] , can be achieved with a moderate clustering size. |
format | Online Article Text |
id | pubmed-7845776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78457762021-02-24 Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks Gelincik, Samet Rekaya-Ben Othman, Ghaya Entropy (Basel) Article This paper investigates the achievable per-user degrees-of-freedom (DoF) in multi-cloud based sectored hexagonal cellular networks (M-CRAN) at uplink. The network consists of N base stations (BS) and [Formula: see text] base band unit pools (BBUP), which function as independent cloud centers. The communication between BSs and BBUPs occurs by means of finite-capacity fronthaul links of capacities [Formula: see text] with P denoting transmit power. In the system model, BBUPs have limited processing capacity [Formula: see text]. We propose two different achievability schemes based on dividing the network into non-interfering parallelogram and hexagonal clusters, respectively. The minimum number of users in a cluster is determined by the ratio of BBUPs to BSs, [Formula: see text]. Both of the parallelogram and hexagonal schemes are based on practically implementable beamforming and adapt the way of forming clusters to the sectorization of the cells. Proposed coding schemes improve the sum-rate over naive approaches that ignore cell sectorization, both at finite signal-to-noise ratio (SNR) and in the high-SNR limit. We derive a lower bound on per-user DoF which is a function of [Formula: see text] , [Formula: see text] , and r. We show that cut-set bound are attained for several cases, the achievability gap between lower and cut-set bounds decreases with the inverse of BBUP-BS ratio [Formula: see text] for [Formula: see text] irrespective of [Formula: see text] , and that per-user DoF achieved through hexagonal clustering can not exceed the per-user DoF of parallelogram clustering for any value of [Formula: see text] and r as long as [Formula: see text]. Since the achievability gap decreases with inverse of the BBUP-BS ratio for small and moderate fronthaul capacities, the cut-set bound is almost achieved even for small cluster sizes for this range of fronthaul capacities. For higher fronthaul capacities, the achievability gap is not always tight but decreases with processing capacity. However, the cut-set bound, e.g., at [Formula: see text] , can be achieved with a moderate clustering size. MDPI 2020-06-16 /pmc/articles/PMC7845776/ /pubmed/33286440 http://dx.doi.org/10.3390/e22060668 Text en © 2020 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 Gelincik, Samet Rekaya-Ben Othman, Ghaya Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks |
title | Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks |
title_full | Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks |
title_fullStr | Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks |
title_full_unstemmed | Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks |
title_short | Degrees-Of-Freedom in Multi-Cloud Based Sectored Cellular Networks |
title_sort | degrees-of-freedom in multi-cloud based sectored cellular networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7845776/ https://www.ncbi.nlm.nih.gov/pubmed/33286440 http://dx.doi.org/10.3390/e22060668 |
work_keys_str_mv | AT gelinciksamet degreesoffreedominmulticloudbasedsectoredcellularnetworks AT rekayabenothmanghaya degreesoffreedominmulticloudbasedsectoredcellularnetworks |