@inproceedings{9bd90a0a67ce461f89ea51a854111f53,
title = "An Improved Capacity Model based on Radio Measurements for a 4G and beyond Wireless Network",
abstract = "The mobile networks utilization is increasingly high, which implies a efficient resource network management coupled with a realistic capacity model. The aim of this paper is to present a capacity platform for Fourth Generation (4G) mobile networks, based on real measurements. The core of the proposed method is the deployment of a Multiple Linear Regression (MLR) model, based on propagation conditions, channel quality and delays for a specific cell. Information about how to locate the resource bottleneck and the related handling suggestions are provided. This approach outputs the maximum cell throughput at the busy hour, under realistic conditions. The method was developed using real data extracted from a live mobile network.",
keywords = "Capacity, Cell Throughput, MLR, Wireless Networks",
author = "Diogo Parracho and David Duarte and Iola Pinto and Pedro Vieira",
note = "Funding Information: info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FEEA%2F50008%2F2013/PT# Moreover, our acknowledgement concerning project MESMOQoE (n°023110 -16/SI/2016) supported by Norte Portugal Regional Operational Programme (NORTE 2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (ERDF). Publisher Copyright: {\textcopyright} 2018 IEEE.; 21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018 ; Conference date: 25-11-2018 Through 28-11-2018",
year = "2018",
month = jul,
day = "2",
doi = "10.1109/WPMC.2018.8712899",
language = "English",
isbn = "978-1-5386-5758-4",
series = "International Symposium on Wireless Personal Multimedia Communications (WPMC)",
publisher = "IEEE Computer Society Press",
pages = "314--318",
booktitle = "2018 21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018",
}