文献类型：期刊文献

英文题名：Wireless Aerobic Exercise Monitoring System Based on Multimodal Sensors

作者：Liu, Xiang-yu[1]; Wang, Xing-wei[2]; Duan, Hai-qiang[2]; Li, Guang-hao[2]; Zhou, Mei-yu[1]

机构：[1] School of Art Design and Media, East China University of Science and Technology, Shanghai, China; [2] School of Information Science and Technology, Fudan University, Shanghai, China

年份：2020

卷号：12198 LNCS

起止页码：313

外文期刊名：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

收录：EI(收录号：20203109000415)

语种：英文

外文关键词：Sports - Heart - Noninvasive medical procedures - Patient monitoring - Wearable sensors

摘要：Wearable human-interactive devices have used in many application scenarios, such as medical, security, and fitness. With the emerging use of wearable sensors, they make it possible that people can monitor their physical data with accurate and reliable information in exercise, thereby ensuring exercise intensity within risk-free and moderate physical pressure. Heart rate was acquired by the photoplethysmography (PPG) module to evaluate Heart-rate recovery (HRR); this index regarded as the effectiveness of the aerobic exercise. Respiration could also be proposed as a marker of training intensity; the authors attempted using the non-invasive method to acquire the respiration rate in order to evaluate the strength of aerobic exercise. Global Position System (GPS) module was used to offer location information during and after sports, so as to provide and to match route information in intensity evaluation. In this study, the authors integrate three main signals (heart rate, respiration, and location information) into a fanny bag based on multimodal sensors and wireless transmission module. Moreover, we construct an online monitoring system for showing the signals during and after the aerobic exercise in order to help the athlete and the amateur to evaluate the intensity of aerobic exercise and the effectiveness of sports, and to improve their sports performance. ? 2020, Springer Nature Switzerland AG.