Human fall detection based on event pattern matching with ultrasonic array sensors

Yuan Tsung Chang, Timothy K. Shih

研究成果: 書貢獻/報告類型會議論文篇章同行評審

8 引文 斯高帕斯(Scopus)

摘要

We proposed an algorithm for fall detection based on event pattern matching with ultrasonic array sensors signal. In several references cited later using ultrasonic sensors to detect human fall. But shows miss detection of event pattern matching algorithm. Our contributions are the algorithm and improvement of the human fall detection results. We predict that the major bottleneck would be the implementation of ultrasonic array sensors. The type of falling events was determined through the implemented SVM model. The CEP and Event Pattern Matching are then applied to verify the falling event to ensure no false positive result taken place. The results demonstrate that a better performance can be achieved based on the designed algorithm. The quality of images also plays an important role of accuracy.

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主出版物標題Ubi-Media 2017 - Proceedings of the 10th International Conference on Ubi-Media Computing and Workshops with the 4th International Workshop on Advanced E-Learning and the 1st International Workshop on Multimedia and IoT
主出版物子標題Networks, Systems and Applications
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781538627617
DOIs
出版狀態已出版 - 18 10月 2017
事件10th International Conference on Ubi-Media Computing and Workshops, Ubi-Media 2017 - Pattaya, Thailand
持續時間: 1 8月 20174 8月 2017

出版系列

名字Ubi-Media 2017 - Proceedings of the 10th International Conference on Ubi-Media Computing and Workshops with the 4th International Workshop on Advanced E-Learning and the 1st International Workshop on Multimedia and IoT: Networks, Systems and Applications

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???event.eventtypes.event.conference???10th International Conference on Ubi-Media Computing and Workshops, Ubi-Media 2017
國家/地區Thailand
城市Pattaya
期間1/08/174/08/17

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