Signal Quality Index Based on Template Cross-Correlation in Multimodal Biosignal Chair for Smart Healthcare

Sensors

卷:21

Kwang Suk Park¹  Seunghyeok Hong²  Jeong Heo³ 

[1] Department of Biomedical Engineering, College of Medicine, Seoul National University, Seoul 03080, Korea;

[2] Division of Data Science, The University of Suwon, Wauan-gil 17, Hwaseong-si 18562, Korea;

[3] LG Electronics CTO Division Future Technology Center A.I. Lab., Seoul 06763, Korea;

关键词: comfortable measurement;    physiological measurement;    biological SQI;    capacitive ECG;    unobtrusive PPG;    BCG;   

DOI  :  10.3390/s21227564

来源: DOAJ

【 摘 要 】

We investigated the effects of a quality screening method on unconstrained measured signals, including electrocardiogram (ECG), photoplethysmogram (PPG), and ballistocardiogram (BCG) signals, in our collective chair system for smart healthcare. Such an investigation is necessary because unattached or unbound sensors have weaker connections to body parts than do conventional methods. Using the biosignal chair, the physiological signals collected during sessions included a virtual driving task, a physically powered wheelchair drive, and three types of body motions. The signal quality index was defined by the similarity between the observed signals and noise-free signals from the perspective of the cross-correlations of coefficients with appropriate individual templates. The goal of the index was to qualify signals without a reference signal to assess the practical use of the chair in daily life. As expected, motion artifacts have adverse effects on the stability of physiological signals. However, we were able to observe a supplementary relationship between sensors depending on each movement trait. Except for extreme movements, the signal quality and estimated heart rate (HR) remained within the range of criteria usable for status monitoring. By investigating the signal reliability, we were able to confirm the suitability of using the unconstrained biosignal chair to collect real-life measurements to improve safety and healthcare.

【 授权许可】

Unknown