Back to Search
Start Over
Enhanced handover mechanism using mobility prediction in wireless networks
- Source :
- PLoS ONE, Vol 15, Iss 1, p e0227982 (2020), PLoS ONE
- Publication Year :
- 2020
- Publisher :
- Public Library of Science (PLoS), 2020.
-
Abstract
- The rapid increase in the usage of the mobile internet has led to a great expansion of cellular data networks in order to provide better quality of service. However, the cost to expand the cellular network is high. One of the solutions to provide affordable wireless connectivity is the deployment of a WiFi access point to offload users’ data usage. Nevertheless, the frequent and inefficient handover process between the WiFi AP and cellular network, especially when the mobile device is on the go, may degrade the network performance. Mobile devices do not have the intelligence to select the optimal network to enhance the quality of service (QoS). This paper presents an enhanced handover mechanism using mobility prediction (eHMP) to assist mobile devices in the handover process so that users can experience seamless connectivity. eHMP is tested in two wireless architectures, homogeneous and heterogeneous networks. The network performance significantly improved when eHMP is used in a homogeneous network, where the network throughput increases by 106% and the rate of retransmission decreases by 85%. When eHMP is used in a heterogeneous network, the network throughput increases by 55% and the retransmission rate decreases by 75%. The findings presented in this paper reveal that mobility prediction coupled with the multipath protocol can improve the QoS for mobile devices. These results will contribute to a better understanding of how the network service provider can offload traffic to the WiFi network without experiencing performance degradation.
- Subjects :
- Computer science
Retransmission
Intelligence
Markov models
Social Sciences
02 engineering and technology
Mathematical and Statistical Techniques
0508 media and communications
0203 mechanical engineering
Psychology
Hidden Markov models
Computer Networks
Multidisciplinary
Geography
Wireless network
Applied Mathematics
Simulation and Modeling
Quality of service
Statistics
05 social sciences
Signal Processing, Computer-Assisted
020302 automobile design & engineering
Markov Chains
Physical sciences
Cellular network
Engineering and Technology
Medicine
The Internet
Wireless Technology
Mobile device
Algorithms
Heterogeneous network
Research Article
Computer network
Computer and Information Sciences
Science
Equipment
050801 communication & media studies
Throughput
Research and Analysis Methods
Human Geography
Computer Communication Networks
Wireless
Network performance
Statistical Methods
Communication Equipment
Internet
business.industry
ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS
Cognitive Psychology
Biology and Life Sciences
Probability theory
Handover
Earth Sciences
Cognitive Science
Human Mobility
business
Cell Phone
Mathematics
Forecasting
Neuroscience
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 15
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....849cc1df890b9c3ca23308aee27da1ce