Xianguo Wang, Chunxi Guan, Juan Ding, Huazhang Liu, Meixia Dong, Min Huang
{"title":"Research on health bracelet based on BP neural network algorithm","authors":"Xianguo Wang, Chunxi Guan, Juan Ding, Huazhang Liu, Meixia Dong, Min Huang","doi":"10.1117/12.2667287","DOIUrl":null,"url":null,"abstract":"The health bracelet composed of multiple sensors has large data acquisition, low data accuracy and poor fault tolerance. Therefore, the market application of health bracelet is limited. To solve the above problems, a multi-sensor data fusion method based on BP neural network is proposed. The simulation results show that the BP neural network model for multi-sensor data fusion processing, greatly improving the data accuracy, operation speed and robustness of multi-sensor.","PeriodicalId":128051,"journal":{"name":"Third International Seminar on Artificial Intelligence, Networking, and Information Technology","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Third International Seminar on Artificial Intelligence, Networking, and Information Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2667287","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The health bracelet composed of multiple sensors has large data acquisition, low data accuracy and poor fault tolerance. Therefore, the market application of health bracelet is limited. To solve the above problems, a multi-sensor data fusion method based on BP neural network is proposed. The simulation results show that the BP neural network model for multi-sensor data fusion processing, greatly improving the data accuracy, operation speed and robustness of multi-sensor.