.png){kind=icon}
Return
Adaptive Knn-based algorithm for network selection in next-generation networks
.png){kind=icon}
PRE
AI
DOI：10.3233/JHS-210669.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
Nowadays, mobile users are equipped with multi-mode terminals allowing them to connect to different radio access technologies like WLAN, 3G (HSPA and HSPA+), and Long term evolution (LTE) each at a time. In this context, the challenge of the next-generation networks is to achieve the Always Best Connected (ABC) concept. To this end, solving the problem of selecting the most suitable radio access technology (RAT) from the list of available RAT is at the heart of the next-generation systems. The decision process is called access network selection and it depends on several parameters, such as quality of service, mobility, cost of each RAT, energy consumption, battery life, etc. Several methods and approaches have been proposed to solve the network selection problem with the fundamental objective which is to offer the best QoS to the users and to maximize the usability of the networks without affecting the users' experience. In this paper, we propose an adaptive KNN (K nearest neighbour) based algorithm to solve the network selection problem, the proposed solution has a low computation complexity with a high level of veracity is compared with the well-known MADM methods.
Keywords:
KNN
QoS
network selection
RAT
LTE
HSPA
MADM
Journal
J
IF:
1
Papers:
16
Citations:
119
Organization
No organization information available
Cited Papers
Ex vivo fucosylation of third-party human regulatory T cells enhances anti–graft-versus-host disease potency in vivo.png)
Blood
OAAI
BloodIF0
OAAIShareSaveShareSaveShareSaveShareSaveThe Nuclear Effector of Wnt-Signaling, Tcf1, Functions as a T-Cell–Specific Tumor Suppressor for Development of LymphomasPLoS BiologyOAAI
PLoS BiologyIF0
OAAIShareSaveExpression of Helicobacter pylori urease subunit B gene in Lactococcus lactis MG1363 and its use as a vaccine delivery system against H. pylori infection in miceVaccine
VaccineIF0
PREAI
ShareSave
View more