A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model
Handover usually deals with the mobility of the end users in a mobile network to assure about the ongoing session of a user. It is observed that frequent handover results in call dropping due to latency. In order to overcome this issue, a fuzzy based handover decision scheme for mobile devices using...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-08-01
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| Series: | Electronics |
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| Online Access: | https://www.mdpi.com/2079-9292/10/16/2016 |
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| author | Amit Kumar Gupta Vikas Goel Ruchi Rani Garg Dasarada Rajagopalan Thirupurasundari Ankit Verma Mangal Sain |
| author_facet | Amit Kumar Gupta Vikas Goel Ruchi Rani Garg Dasarada Rajagopalan Thirupurasundari Ankit Verma Mangal Sain |
| author_sort | Amit Kumar Gupta |
| collection | DOAJ |
| description | Handover usually deals with the mobility of the end users in a mobile network to assure about the ongoing session of a user. It is observed that frequent handover results in call dropping due to latency. In order to overcome this issue, a fuzzy based handover decision scheme for mobile devices using a predictive model is proposed. First, an MFNN (Multi-layer Feed Forward Network) is used to determine the next cell of the user along with best hand off time. To obtain the best access network, multiple-attribute Access Network Selection Function (ANSF) is used. The fuzzy rule is applied by considering the parameter data rate, reliability, signal strength, battery power and mobility as input and the output obtained is the optimal network. The proposed scheme selects the best access network and enhances the quality of services. |
| first_indexed | 2024-03-10T08:51:36Z |
| format | Article |
| id | doaj.art-5e2a83b0e1664e85be7ab09d684eaf0c |
| institution | Directory Open Access Journal |
| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-03-10T08:51:36Z |
| publishDate | 2021-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Electronics |
| spelling | doaj.art-5e2a83b0e1664e85be7ab09d684eaf0c2023-11-22T07:25:58ZengMDPI AGElectronics2079-92922021-08-011016201610.3390/electronics10162016A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive ModelAmit Kumar Gupta0Vikas Goel1Ruchi Rani Garg2Dasarada Rajagopalan Thirupurasundari3Ankit Verma4Mangal Sain5Department of Computer Applications, KIET Group of Institutions, Delhi-NCR, Ghaziabad 201206, IndiaDepartment of Information Technology, KIET Group of Institutions, Delhi-NCR, Ghaziabad 201206, IndiaDepartment of Applied Science, Meerut Institute of Engineering &Technology, Meerut 250005, IndiaDepartment of Computer Science & Engineering, Meenakshi College of Engineering, Chennai 600078, IndiaDepartment of Computer Applications, KIET Group of Institutions, Delhi-NCR, Ghaziabad 201206, IndiaDivision of Computer Engineering, Dongseo University, 47 Jurye-Ro, Sasang-Gu, Busan 47011, KoreaHandover usually deals with the mobility of the end users in a mobile network to assure about the ongoing session of a user. It is observed that frequent handover results in call dropping due to latency. In order to overcome this issue, a fuzzy based handover decision scheme for mobile devices using a predictive model is proposed. First, an MFNN (Multi-layer Feed Forward Network) is used to determine the next cell of the user along with best hand off time. To obtain the best access network, multiple-attribute Access Network Selection Function (ANSF) is used. The fuzzy rule is applied by considering the parameter data rate, reliability, signal strength, battery power and mobility as input and the output obtained is the optimal network. The proposed scheme selects the best access network and enhances the quality of services.https://www.mdpi.com/2079-9292/10/16/2016MFNNhandovermobility predictionANSF |
| spellingShingle | Amit Kumar Gupta Vikas Goel Ruchi Rani Garg Dasarada Rajagopalan Thirupurasundari Ankit Verma Mangal Sain A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model Electronics MFNN handover mobility prediction ANSF |
| title | A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model |
| title_full | A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model |
| title_fullStr | A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model |
| title_full_unstemmed | A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model |
| title_short | A Fuzzy Based Handover Decision Scheme for Mobile Devices Using Predictive Model |
| title_sort | fuzzy based handover decision scheme for mobile devices using predictive model |
| topic | MFNN handover mobility prediction ANSF |
| url | https://www.mdpi.com/2079-9292/10/16/2016 |
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