標題: An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection
作者: Lin, Shih-Kai
Istiqomah
Wang, Li-Chun
Lin, Chin-Yew
Chiueh, Herming
電機工程學系
Department of Electrical and Computer Engineering
關鍵字: Epileptic seizure detection;wearable;wireless transmission;system-on-chip (SoC);Internet of Things (IoT)
公開日期: 1-Jan-2018
摘要: In this paper, the design of a smart headband for epileptic seizure detection is presented. The proposed headband consists of four key components: 1) an analog front-end circuitry; 2) an epileptic seizure detection tag (ESDT); 3) a Bluetooth low-power chip; and 4) customized electrodes. All the above components are integrated into a fabric headband with only 50.3 g. The smart headband system dissipates 55.89 mW. The epileptic seizure detection algorithm inside ESDT is validated by using Boston Children's Hospital's CHB-MIT scalp EEG clinical database with the detection rate of 92.68% and the false alarm of 0.527/h. We develop a service APP connected to the cloud so that the patients' health condition can be recorded and then referenced by doctors for further diagnosis or research.
URI: http://dx.doi.org/10.1109/JTEHM.2018.2861882
http://hdl.handle.net/11536/148205
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2018.2861882
期刊: IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM
Volume: 6
Appears in Collections:Articles


Files in This Item:

  1. 4f79832e3b46ffffa6585e50e328b91d.pdf