Literature Database Entry

illing-arizti2022feasibility

Yago Agustin Illing Arizti, "Feasibility Study of the DyMoNet Approach," Bachelor Thesis, School of Electrical Engineering and Computer Science (EECS), TU Berlin (TUB), November 2022. (Advisors: Gurjashan Singh Pannu and Fabian Missbrenner; Referees: Falko Dressler and Thomas Sikora)

Abstract

There is an ever-growing demand for high bandwidth and low latency 5G services. As the radio frequency spectrum is limited, the dense deployment of small cell base stations (BSs) will play an important role to meet it. A static deployment of these small cell BSs is bound to high capital expenditures (CAPEX) since the peak demand to a network is reached at different locations over a day and therefore small cell BSs need to be installed at all of them. This is called overprovisioning, and it could be avoided with dynamic network resources, which move with their demand. The Dynamic Mobile Networks (DyMoNet) approach implements this by using small cell BSs, which are mounted on cars and are connected to the backhaul network via a wireless link. The premise of the DyMoNet approach is that a spatio-temporal correlation between the demand to a network and vehicle movement exists, and that therefore the network resources move automatically with their demand. The goal of this work is to first investigate if the spatio-temporal correlation is detectable and then to evaluate if moving base station (MBS) are effective in increasing network capacity, while maintaining Quality of Service (QoS) restrictions. To achieve this, I used data originating from Shanghai, which consists of GPS traces from taxis and buses and user records of a telecommunication company. The correlation between the usage of a mobile network and the vehicle traffic was measurable for both buses and taxis and increased in the hours and at the locations with peak demand. Additionally, I also observed that the correlation increases in more urbanized areas. On bases of the same data, I developed a simulation environment that mocks connectivity between users and the MBS. From the results of my simulation environment, I concluded, that a significant amount of users could be served and that the connection duration to an MBS is in a reasonable range to provide a service. These findings indicate DyMoNet to be a promising and feasible approach.

Quick access

BibTeX BibTeX

Contact

Yago Agustin Illing Arizti

BibTeX reference

@phdthesis{illing-arizti2022feasibility,
    author = {Illing Arizti, Yago Agustin},
    title = {{Feasibility Study of the DyMoNet Approach}},
    advisor = {Pannu, Gurjashan Singh and Missbrenner, Fabian},
    institution = {School of Electrical Engineering and Computer Science (EECS)},
    location = {Berlin, Germany},
    month = {11},
    referee = {Dressler, Falko and Sikora, Thomas},
    school = {TU Berlin (TUB)},
    type = {Bachelor Thesis},
    year = {2022},
   }
   
   

Copyright notice

Links to final or draft versions of papers are presented here to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or distributed for commercial purposes without the explicit permission of the copyright holder.

The following applies to all papers listed above that have IEEE copyrights: Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

The following applies to all papers listed above that are in submission to IEEE conference/workshop proceedings or journals: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.

The following applies to all papers listed above that have ACM copyrights: ACM COPYRIGHT NOTICE. Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, to republish, to post on servers, or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from Publications Dept., ACM, Inc., fax +1 (212) 869-0481, or permissions@acm.org.

The following applies to all SpringerLink papers listed above that have Springer Science+Business Media copyrights: The original publication is available at www.springerlink.com.

This page was automatically generated using BibDB and bib2web.

Last modified: 2024-04-19