Title :
A novel non-contact radar sensor for affective and interactive analysis
Author :
Hong-Dun Lin ; Yen-Shien Lee ; Hsiang-Lan Shih ; Bor-Nian Chuang
Author_Institution :
Center for Meas. Stand., Ind. Technol. Res. Inst., Hsinchu, Taiwan
Abstract :
Currently, many physiological signal sensing techniques have been applied for affective analysis in Human-Computer Interaction applications. Most known maturely developed sensing methods (EEG/ECG/EMG/Temperature/BP etc. al.) replied on contact way to obtain desired physiological information for further data analysis. However, those methods might cause some inconvenient and uncomfortable problems, and not easy to be used for affective analysis in interactive performing. To improve this issue, a novel technology based on low power radar technology (Nanosecond Pulse Near-field Sensing, NPNS) with 300MHz radio-frequency was proposed to detect humans´ pulse signal by the non-contact way for heartbeat signal extraction. In this paper, a modified nonlinear HRV calculated algorithm was also developed and applied on analyzing affective status using extracted Peak-to-Peak Interval (PPI) information from detected pulse signal. The proposed new affective analysis method is designed to continuously collect the humans´ physiological signal, and validated in a preliminary experiment with sound, light and motion interactive performance. As a result, the mean bias between PPI (from NPNS) and RRI (from ECG) shows less than 1ms, and the correlation is over than 0.88, respectively.
Keywords :
electrocardiography; medical signal detection; radar signal processing; ECG data; Human-Computer Interaction; Nanosecond Pulse Nearfield Sensing; affective analysis; heartbeat signal extraction; human pulse signal detection; interactive analysis; low power radar technology; noncontact radar sensor; nonlinear HRV calculated algorithm; physiological signal sensing techniques; Correlation; Electrocardiography; Heart rate variability; Radar; Radio frequency; Sensors;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610598