心脏监测传感器网络的仿真与灵敏度分析

Yaël Kolasa, T. Bastogne, J. Georges
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引用次数: 0

摘要

本研究的目的是创建一个无线传感器网络的建模和模拟,并结合使用灵敏度分析、鲁棒分析和多标准优化。这背后的想法是将这项技术应用于家庭心脏监测的医疗范围。在初步研究了合适的网络模拟器后,确定了仿真参数,并利用HDMR方法进行了鲁棒性分析和灵敏度分析。下一阶段是在Matlab中实现该方法,并定义Matlab与仿真器之间的通信协议,使它们能够交换参数和结果。最后,收集到的数据分析将有助于定义具有优化特性的产品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
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