Traffic modeling for machine type communication and its overload control
Machine type communications (MTC),defined as machine to machine communication over cellular mobile network,is an integral part of future ubiquitous network and has broad application prospects and market potentials.To carry out the performance analysis of network in context of MTC applications,a Beta...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2013-09-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.09.015/ |
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| author | Xin JIAN Xiao-ping ZENG Yun-jian JIA Jun-yi YANG Yuan HE |
| author_facet | Xin JIAN Xiao-ping ZENG Yun-jian JIA Jun-yi YANG Yuan HE |
| author_sort | Xin JIAN |
| collection | DOAJ |
| description | Machine type communications (MTC),defined as machine to machine communication over cellular mobile network,is an integral part of future ubiquitous network and has broad application prospects and market potentials.To carry out the performance analysis of network in context of MTC applications,a Beta/M/1 queue model was proposed for modeling the network with MTC applications and its full performance analysis wer iven out by deducing the analytical expression of Beta distribution’s moment generation function,in which the shape parameters of Beta distribut are as-sumed to be integer.In addition,to handle the congestion caused by mass concurrent data and signaling transmission from many MTC devices,three overload control measures were also presented,that is:1) inter-class grouping techniques; 2) re-shaping the inter-arrival time distribution of MTC devices; 3) segment-wise uniform back-off scheme.The Beta/M/1 mod-el and segment-wise uniform back-off scheme proposed here can be used as a preliminary model for different MTC ap-plication scenarios and serve as a fundamental traffic model and overload control method for future ubiquitous network. |
| format | Article |
| id | doaj-art-dfe19dff1a1f4e159a05afc0d4f8e673 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2013-09-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-dfe19dff1a1f4e159a05afc0d4f8e6732025-01-14T06:41:18ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-09-013412313159674924Traffic modeling for machine type communication and its overload controlXin JIANXiao-ping ZENGYun-jian JIAJun-yi YANGYuan HEMachine type communications (MTC),defined as machine to machine communication over cellular mobile network,is an integral part of future ubiquitous network and has broad application prospects and market potentials.To carry out the performance analysis of network in context of MTC applications,a Beta/M/1 queue model was proposed for modeling the network with MTC applications and its full performance analysis wer iven out by deducing the analytical expression of Beta distribution’s moment generation function,in which the shape parameters of Beta distribut are as-sumed to be integer.In addition,to handle the congestion caused by mass concurrent data and signaling transmission from many MTC devices,three overload control measures were also presented,that is:1) inter-class grouping techniques; 2) re-shaping the inter-arrival time distribution of MTC devices; 3) segment-wise uniform back-off scheme.The Beta/M/1 mod-el and segment-wise uniform back-off scheme proposed here can be used as a preliminary model for different MTC ap-plication scenarios and serve as a fundamental traffic model and overload control method for future ubiquitous network.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.09.015/internet of thingubiquitous networkmachine-to-machine communicationmachine type communicationBeta distributiontraffic modelingoverload control |
| spellingShingle | Xin JIAN Xiao-ping ZENG Yun-jian JIA Jun-yi YANG Yuan HE Traffic modeling for machine type communication and its overload control Tongxin xuebao internet of thing ubiquitous network machine-to-machine communication machine type communication Beta distribution traffic modeling overload control |
| title | Traffic modeling for machine type communication and its overload control |
| title_full | Traffic modeling for machine type communication and its overload control |
| title_fullStr | Traffic modeling for machine type communication and its overload control |
| title_full_unstemmed | Traffic modeling for machine type communication and its overload control |
| title_short | Traffic modeling for machine type communication and its overload control |
| title_sort | traffic modeling for machine type communication and its overload control |
| topic | internet of thing ubiquitous network machine-to-machine communication machine type communication Beta distribution traffic modeling overload control |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.09.015/ |
| work_keys_str_mv | AT xinjian trafficmodelingformachinetypecommunicationanditsoverloadcontrol AT xiaopingzeng trafficmodelingformachinetypecommunicationanditsoverloadcontrol AT yunjianjia trafficmodelingformachinetypecommunicationanditsoverloadcontrol AT junyiyang trafficmodelingformachinetypecommunicationanditsoverloadcontrol AT yuanhe trafficmodelingformachinetypecommunicationanditsoverloadcontrol |