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Model-Based optimization for JT CoMP in C-RAN

  • Hadjer Touati
  • , Hind Castel-Taleb
  • , Badii Jouaber
  • , Sarah Akbarzadeh
  • CNRS UMR 5157 SAMOVAR
  • Davidson Consulting

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collectionContribution à une conférenceRevue par des pairs

Résumé

In this paper, we develop a model-based optimization technique for JT CoMP (Joint transmission Coordinated Multi-Points) in the context of Cloud based Radio Access (C-RAN) and 5G networks. The objective is to ease decisions on the distribution of resources between CoMP and non-CoMP users according to the traffic load. We propose a mathematical queuing model which parameters are computed from real radio conditions that we reproduced in a cluster of cells. We use a closed form formula that fits the behavior of the considered scheme and allows the analysis of the cell throughput according to traffic load, radio conditions and the distribution of available resources among the CoMP and non-CoMP users within the cooperative macro cells. Moreover, the computation speed of the results allows us to develop a complex optimization model. The relevance of our work is that it can be integrated as a resource management tools to decide quickly on the distribution of the available resources among the CoMP and non-CoMP users of the cooperative macro cells to achieve the optimal capacity of the cells in terms of user throughput. As a perspective, the proposed queue-based model can be used in order to define the traffic load in order to dimension the front-haul links and the BBU pool in C-RAN.

langue originaleAnglais
titreINFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019
EditeurInstitute of Electrical and Electronics Engineers Inc.
Pages403-409
Nombre de pages7
ISBN (Electronique)9781728118789
Les DOIs
étatPublié - 1 avr. 2019
Evénement2019 INFOCOM IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019 - Paris, France
Durée: 29 avr. 20192 mai 2019

Série de publications

NomINFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019

Une conférence

Une conférence2019 INFOCOM IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019
Pays/TerritoireFrance
La villeParis
période29/04/192/05/19

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