Communication Evaluation of a Wireless 4-Channel Wearable EEG for Brain-Computer Interface (BCI) and Healthcare Applications

被引：0
|
作者：
Bhattarai, Abhishek
Mohammad, Umair
Saeed, Fahad
机构：
来源：
SOUTHEASTCON 2024 | 2024年
基金：
美国国家科学基金会;
关键词：
BCI; Wearables; Wireless EEG; Epilepsy; Seizure Prediction; Packet Loss; Performance Evaluation; QUALITY ASSESSMENT;
D O I：
10.1109/SOUTHEASTCON52093.2024.10500137
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper evaluates the communication performance of a wearable electroencephalography (EEG) headband for brain-computer interface (BCI) and healthcare applications. Our study is motivated by the application of EEG sensors to epileptic seizure prediction using short duration segments. Using packet delivery ratio (PDR) as the metric, we show that shorter segments suffer from lower PDR which can have catastrophic implications for health/BCI applications based on predictive modeling.
引用
收藏
页码：902 / 903
页数：2
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