TY - JOUR
T1 - E-ANDSF-Based Base Station Selection Scheme by Using MLP in Untrusted Environments
AU - Leu, Fang Yie
AU - Tsai, Kun Lin
AU - Lin, Szu Yin
N1 - Publisher Copyright:
© 2005-2012 IEEE.
PY - 2019/10
Y1 - 2019/10
N2 - 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.
AB - 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.
KW - Cloud system
KW - enhanced ANDSF (E-ANDSF)
KW - multilayer perceptron prediction model (MLP-PM)
KW - stream control transmission protocol (SCTP)
KW - untrusted/trusted network
UR - http://www.scopus.com/inward/record.url?scp=85073196564&partnerID=8YFLogxK
U2 - 10.1109/TII.2019.2916335
DO - 10.1109/TII.2019.2916335
M3 - Article
AN - SCOPUS:85073196564
SN - 1551-3203
VL - 15
SP - 5708
EP - 5714
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
IS - 10
M1 - 8713536
ER -