E-ANDSF-Based Base Station Selection Scheme by Using MLP in Untrusted Environments

Fang Yie Leu*, Kun Lin Tsai, Szu Yin Lin

*此作品的通信作者

研究成果: Article同行評審

4 引文 斯高帕斯(Scopus)

摘要

In this paper, we design an enhanced access network discovery and selection function (ANDSF), named E-ANDSF, which provides previous mobile access gateway (PMAG) with information for base station selection, and propose an improved IP-based handover/offload scheme, called IP-based Handover/offload system assisted by E-ANDSF (IHEAD), which invokes multilayer perceptron, a machine learning technique, to select a base station for user equipment to handover or offload network traffic to wireless local area network (WLAN). The purpose is improving network service quality with the assistance of stream control transmission protocol and E-ANDSF. Experimental results show that the IHEAD outperforms those tested schemes.

原文English
文章編號8713536
頁(從 - 到)5708-5714
頁數7
期刊IEEE Transactions on Industrial Informatics
15
發行號10
DOIs
出版狀態Published - 10月 2019

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