Predicting method of monitoring information for telemonitoring system

2nd International Symposium on Application of Materials Science and Energy Materials

材料科学;能源学

Jiang, Xianhai^1^2 ; Chen, Xiaoping^1^2

School of Mechanical Engineering, Guangdong Technical College of Water Resources and Electric Engineering, Guangzhou, China^1

School of Automotive Engineering, Guangdong Technical College of Water Resources and Electric Engineering, Guangzhou, China^2

关键词: Forecasting methods;    Monitoring information;    PhysioNet;    Predicting method;    Predicting models;    Prediction model;    Telemonitoring systems;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/490/6/062030/pdf
DOI  :  10.1088/1757-899X/490/6/062030

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

According to the forecast problem of monitoring information, the predicting method of monitoring information is proposed based on PSO. In this method, the parameters of predicting model are given based on PSO, and the LS-SVM is adopted to predict monitoring information. Then, the prediction model of monitoring information based on LS-SVM is constructed, and the method of confirming parameters in model is proposed. Finally an experiment is carried out on PhysioNet database, which verifies the effectiveness of the proposed forecasting method.