A hybrid fuzzy-MADM based decision-making scheme for QoS aware handover

Liu, Qian-yu and Kwong, Chiew-Foong and Zhang, Sibo and Li, Lincan (2018) A hybrid fuzzy-MADM based decision-making scheme for QoS aware handover. In: IET Doctoral Forum on Biomedical Engineering, Healthcare, Robotics and Artificial Intelligence 2018, BRAIN, 4 November 2018, Ningbo, China.

[img]
Preview
PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview

Abstract

The fifth-generation communications system (5G) will commercialize at 2020 in order to satisfy the increasing demands on data rate and also to enable the internet of things (IoT). One of the most challenging issues in 5G communications network is to provide provisioning quality of service (QoS) while maintaining seamless mobility for user equipment (UE). This paper proposes a QoS-aware handover algorithm based on fuzzy-TOPSIS to trigger and achieve the optimal cell selection. The proposed algorithm integrates both advantages of fuzzy logic and technique for order preference by similarity to an ideal solution (TOPSIS). The weights value of network attributes is first calculated by Entropy and the fuzzy-TOPSIS algorithm are then applied to rank each access networks. This QoS-aware algorithm is able to achieve the optimal Mean Option Score (MOS) for UE by considering QoS related parameters such as network jitter and packet loss ratio. The simulation results indicate that the proposed algorithm can guarantee good QoS while maintaining number of handover at a low level.

Item Type: Conference or Workshop Item (Paper)
Additional Information: This article is under Global Universtiy Publication Licence.
Keywords: Handover; Fuzzy Logic; Multiple Attribute Decision Making; Quality of Service
Schools/Departments: University of Nottingham Ningbo China > Faculty of Science and Engineering > Department of Electrical and Electronic Engineering
Identification Number: https://doi.org/10.1049/cp.2018.1728
Related URLs:
URLURL Type
https://digital-library.theiet.org/content/conferences/10.1049/cp.2018.1728;jsessionid=57rv94vrjvqlj.x-iet-live-01Publisher
Depositing User: Wu, Cocoa
Date Deposited: 11 Sep 2019 09:51
Last Modified: 11 Sep 2019 09:51
URI: http://eprints.nottingham.ac.uk/id/eprint/57794

Actions (Archive Staff Only)

Edit View Edit View