Markov prediction based handover in dynamic ultra dense network
In order to solve the problem of the communication and computational problems of large-scale machine communication in an ultra-dense cellular network,a Markov prediction based handover scheme (MPHS) was proposed.Firstly,a kind of heterogeneous network design with semi-structure and central control w...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2018-10-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018225/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539409897324544 |
|---|---|
| author | Qingmin MENG Yuanyuan ZHAO Wenjing YUE Yulong ZOU Xiaoming WANG |
| author_facet | Qingmin MENG Yuanyuan ZHAO Wenjing YUE Yulong ZOU Xiaoming WANG |
| author_sort | Qingmin MENG |
| collection | DOAJ |
| description | In order to solve the problem of the communication and computational problems of large-scale machine communication in an ultra-dense cellular network,a Markov prediction based handover scheme (MPHS) was proposed.Firstly,a kind of heterogeneous network design with semi-structure and central control was considered which contains the densely deployed virtual nodes and thus realized a low cost and efficient coverage.The network can dynamically adjust the access point according to the user's mobility and network traffic.Secondly,a Markov model was constructed,and the idea of load-aware was introduced.By weighing the signal quality and the cell load,the user's next optimal access point was effectively predicted.The simulation results show the feasibility and effectiveness of the proposed scheme for cell handover predicting. |
| format | Article |
| id | doaj-art-245f6e37e9154852b0640e3e4c0aec83 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2018-10-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-245f6e37e9154852b0640e3e4c0aec832025-01-14T07:15:40ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2018-10-013916617459721396Markov prediction based handover in dynamic ultra dense networkQingmin MENGYuanyuan ZHAOWenjing YUEYulong ZOUXiaoming WANGIn order to solve the problem of the communication and computational problems of large-scale machine communication in an ultra-dense cellular network,a Markov prediction based handover scheme (MPHS) was proposed.Firstly,a kind of heterogeneous network design with semi-structure and central control was considered which contains the densely deployed virtual nodes and thus realized a low cost and efficient coverage.The network can dynamically adjust the access point according to the user's mobility and network traffic.Secondly,a Markov model was constructed,and the idea of load-aware was introduced.By weighing the signal quality and the cell load,the user's next optimal access point was effectively predicted.The simulation results show the feasibility and effectiveness of the proposed scheme for cell handover predicting.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018225/ultra-dense cellular networklarge-scale machine communicationMarkov modelload-awarehandover |
| spellingShingle | Qingmin MENG Yuanyuan ZHAO Wenjing YUE Yulong ZOU Xiaoming WANG Markov prediction based handover in dynamic ultra dense network Tongxin xuebao ultra-dense cellular network large-scale machine communication Markov model load-aware handover |
| title | Markov prediction based handover in dynamic ultra dense network |
| title_full | Markov prediction based handover in dynamic ultra dense network |
| title_fullStr | Markov prediction based handover in dynamic ultra dense network |
| title_full_unstemmed | Markov prediction based handover in dynamic ultra dense network |
| title_short | Markov prediction based handover in dynamic ultra dense network |
| title_sort | markov prediction based handover in dynamic ultra dense network |
| topic | ultra-dense cellular network large-scale machine communication Markov model load-aware handover |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018225/ |
| work_keys_str_mv | AT qingminmeng markovpredictionbasedhandoverindynamicultradensenetwork AT yuanyuanzhao markovpredictionbasedhandoverindynamicultradensenetwork AT wenjingyue markovpredictionbasedhandoverindynamicultradensenetwork AT yulongzou markovpredictionbasedhandoverindynamicultradensenetwork AT xiaomingwang markovpredictionbasedhandoverindynamicultradensenetwork |