Predicting method of monitoring information for telemonitoring system. Issue 5 (April 2019)

• Record Type: Journal Article
• Authors: Jiang, Xianhai; Chen, Xiaoping
• Is Part Of: IOP conference series. Volume 490:Issue 5(2019)
• Publication Date: 2019-04
• Subjects: Materials science -- Periodicals; 620.1105
• DOI: 10.1088/1757-899X/490/6/062030
• Languages: English
• ISSNs: 1757-8981

Abstract

Abstract: 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.