Using a New Fuzzy MADM Method to Improve the Number of Vertical Handovers in the Case of Wireless Technology Selection for VANETs

Abdeslam Houari, Tomader Mazri

2021

Abstract

VANET is a promising project in the transportation field, and more precisely, in the intelligent transportation (ITS) area. Its heterogeneous architecture has led researchers to use vertical handover to allow vehicles to switch from one wireless technology to another (such as 5G, DSRC…) at any time and in any situation without losing connection. For this purpose, several methods have been developed, among them the Multi-attribute decision-making (MADM) methods, which allow the enhancement of decisionmaking in the vertical handover process. This paper proposes a new approach for wireless technology selection based on an improved TOPSIS method applied to order the alternatives. Simulation experiments have been conducted to evaluate our approach, and the results show that our TOPSIS* method is more efficient than the classical Fuzzy TOPSIS.

Paper Citation

in Harvard Style

Houari A. and Mazri T. (2021). Using a New Fuzzy MADM Method to Improve the Number of Vertical Handovers in the Case of Wireless Technology Selection for VANETs. In Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML, ISBN 978-989-758-559-3, pages 387-391. DOI: 10.5220/0010735000003101

in Bibtex Style

@conference{bml21,
author={Abdeslam Houari and Tomader Mazri},
title={Using a New Fuzzy MADM Method to Improve the Number of Vertical Handovers in the Case of Wireless Technology Selection for VANETs},
booktitle={Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML,},
year={2021},
pages={387-391},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010735000003101},
isbn={978-989-758-559-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML,
TI - Using a New Fuzzy MADM Method to Improve the Number of Vertical Handovers in the Case of Wireless Technology Selection for VANETs
SN - 978-989-758-559-3
AU - Houari A.
AU - Mazri T.
PY - 2021
SP - 387
EP - 391
DO - 10.5220/0010735000003101