传感技术学报2016，Vol.29Issue(6)：808-812,5.DOI:10.3969/j.issn.1004-1699.2016.06.004
一种改进的能量代谢守恒法无创检测血糖算法
An Improved Method for Noninvasive Detection of Blood Glucose of Conservation of Energy Metabolism
摘要
Abstract
In order to improve the accuracy of non-invasive blood glucose measurement based on the method of con⁃servation of energy metabolism. The sensor for non-invasive blood glucose measurement was designed,300 groups of clinical trial data were collected. This paper put forward DE-PLS algorithmthe which combine decision tree and partial least squares method to handle data to establish forecast model of blood glucose values. The results of multi parameter correlation analysis show that the metabolic rate was significantly associated with the true values of the blood glucose,verified the correctness of non-invasive blood glucose measurement which based on the theory of con⁃servation of energy metabolism. The final results indicated the correlation between the test values calculated by the DE-PLS algorithm and the true values of the blood glucose reached 88.5%. Confirmed the accuracy of this algorithm is higher than other algorithms applied in this field.关键词
无创血糖检测/能量代谢守恒法/传感器设计/决策树/偏最小二乘法Key words
noninvasive blood glucose detection/the law of conservation of energy metabolism/sensor design/the decision tree/partial least squares分类
信息技术与安全科学引用本文复制引用
张杨,陈真诚,朱健铭,徐彪..一种改进的能量代谢守恒法无创检测血糖算法[J].传感技术学报,2016,29(6):808-812,5.基金项目
国家863重大基金项目（2011AA040406）；国家自然科学基金项目（61271119）；国家科技支撑计划项目（2013BA103B01）；广西高等学校科学研究项目 （）
