Social Group Optimized Machine-Learning Based Elderly Fall detection Approach Using Interdisciplinary Time-Series Features
2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD)(2021)
摘要
Fall can be life-taking for elderly people. Early recognition of fall events can reduce the impact among this people. Fall detection has become an active research area now a days. Many researches have been carried out using a lot of sensors and deep learning algorithms that are costly and computationally expensive. In this work, a fall detection system with a simple accelerometer and interdiscipli...
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关键词
Accelerometers,Senior citizens,Feature extraction,Classification algorithms,Fall detection,Time-domain analysis,Principal component analysis
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