An adaptive network prediction and judgment method for unstable communication on moving medical vehicles
文献类型：期刊论文
| 作者 | Zheng, Zhihao1 ; He, Pan1; Ren, Jiashun2; Chen, Yu2
|
| 刊名 | International Journal of Smart Home
 |
| 出版日期 | 2015 |
| 卷号 | 9期号:7页码:73-84 |
| ISSN号 | 19754094 |
| DOI | 10.14257/ijsh.2015.9.7.08 |
| 英文摘要 | To evaluate the wireless network condition on moving medial vehicles and make reasonable judgment among multiple network channels, an automatic network judgment method is presented for unstable communication environment based on adaptive network speed analysis and prediction method. Historical network observation data are collected; time series analysis method and ARMA model are employed to build prediction model using historical data statistics with periodical update mechanism. Predicted network speed value is then compared with real speed value and a criterion to identify the condition of network is summarized from comparison result analysis. Experiments are conducted in both normal network and interfered network situations. Empirical studies results show that the adaptive prediction method could be used for wireless network speed prediction on moving vehicles. Under different network environments, the fit value of each group of data varies and this value could be used for network problem identification. © 2015 SERSC. |
| 语种 | 英语 |
| 源URL | [http://119.78.100.138/handle/2HOD01W0/4608]  |
| 专题 | 北斗导航工程中心 |
| 作者单位 | 1.Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, 266 Fangzheng Ave, Shuitu technology development zone, Beibei District, Chongqing, China; 2.The Third Military Medical University, XinQiao Hospital, ChongQing, China |
| 推荐引用方式 GB/T 7714 | Zheng, Zhihao,He, Pan,Ren, Jiashun,et al. An adaptive network prediction and judgment method for unstable communication on moving medical vehicles[J]. International Journal of Smart Home,2015,9(7):73-84. |
| APA | Zheng, Zhihao,He, Pan,Ren, Jiashun,&Chen, Yu.(2015).An adaptive network prediction and judgment method for unstable communication on moving medical vehicles.International Journal of Smart Home,9(7),73-84. |
| MLA | Zheng, Zhihao,et al."An adaptive network prediction and judgment method for unstable communication on moving medical vehicles".International Journal of Smart Home 9.7(2015):73-84. |
入库方式： OAI收割
来源：重庆绿色智能技术研究院
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