{"title":"心脏监测传感器网络的仿真与灵敏度分析","authors":"Yaël Kolasa, T. Bastogne, J. Georges","doi":"10.1145/3194658.3194686","DOIUrl":null,"url":null,"abstract":"This study's aim was to create a modelisation, and a simulation of a wireless sensor network in conjunction with the use of sensitivity analysis, robust analysis, and multicriteria optimization. The idea behind this is to use this technology in the medical scope of home cardiac monitoring. After an initial phase of research to find the right network simulator, the definition of the simulation parameters has started the robust analysis and sensitivity analysis using HDMR method. Next stage was to implement this method into Matlab, and to define a communication protocol between Matlab and the simulator, so they can exchange parameters and results. At last, gathered data analysis will help to define a product with optimized characteristics.","PeriodicalId":216658,"journal":{"name":"Proceedings of the 2018 International Conference on Digital Health","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simulation and Sensitivity Analysis of Sensors Network for Cardiac Monitoring\",\"authors\":\"Yaël Kolasa, T. Bastogne, J. Georges\",\"doi\":\"10.1145/3194658.3194686\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study's aim was to create a modelisation, and a simulation of a wireless sensor network in conjunction with the use of sensitivity analysis, robust analysis, and multicriteria optimization. The idea behind this is to use this technology in the medical scope of home cardiac monitoring. After an initial phase of research to find the right network simulator, the definition of the simulation parameters has started the robust analysis and sensitivity analysis using HDMR method. Next stage was to implement this method into Matlab, and to define a communication protocol between Matlab and the simulator, so they can exchange parameters and results. At last, gathered data analysis will help to define a product with optimized characteristics.\",\"PeriodicalId\":216658,\"journal\":{\"name\":\"Proceedings of the 2018 International Conference on Digital Health\",\"volume\":\"38 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-04-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2018 International Conference on Digital Health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3194658.3194686\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2018 International Conference on Digital Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3194658.3194686","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Simulation and Sensitivity Analysis of Sensors Network for Cardiac Monitoring
This study's aim was to create a modelisation, and a simulation of a wireless sensor network in conjunction with the use of sensitivity analysis, robust analysis, and multicriteria optimization. The idea behind this is to use this technology in the medical scope of home cardiac monitoring. After an initial phase of research to find the right network simulator, the definition of the simulation parameters has started the robust analysis and sensitivity analysis using HDMR method. Next stage was to implement this method into Matlab, and to define a communication protocol between Matlab and the simulator, so they can exchange parameters and results. At last, gathered data analysis will help to define a product with optimized characteristics.