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篇名 |
Design of an IoT-Based Mountaineering Team Management Device Using Kalman Filter Algorithm
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並列篇名 | Design of an IoT-Based Mountaineering Team Management Device Using Kalman Filter Algorithm |
作者 | Yu-Xiang Zhao、Yi-Zeng Hsieh、Shih-Syun Lin、Chin-Ju Pan、Chi-Wen Nan |
英文摘要 | The heart rate and body temperature for the mountaineering user is very import to detect their life risk factor. Amidst the emergence of wearable and Internet of Things (IoT) devices, exercise- and leisure-related wearable devices have exhibited the most growth in popularity. While many exercise-related wearable devices are available, few have been designed for group interactions. This paper proposes an IoT-based mountaineering team management device to effectively assist mountaineering guides in leading mountaineering teams. The device can monitor the real-time physiological status and coordinate of each team member, and uploads the information to the cloud service platform via the fourth-generation (4G) mobile Internet. We used an unscented Kalman filter (UKF) to reduce the data influence of motion since the user’s heartbeat and temperature are unstable during the motion of mountaineering. When an abnormal event occurs, the device allows the guide to immediately acquire the realtime information of each member. If accidents occur or team members become lost, the device enables quickly locating the lost members. Additionally, the device can be used to make announcements to all team members. The proposed device can immediately and effectively assist mountaineering guides managing mountaineering teams, thereby improving mountaineering safety. |
起訖頁 | 2085-2093 |
關鍵詞 | Wearable device、IoT、Mountaineering team management、Kalman filter |
刊名 | 網際網路技術學刊 |
期數 | 202012 (21:7期) |
出版單位 | 台灣學術網路管理委員會 |
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| Secure Federated Learning with Efficient Communication in Vehicle Network |