Title :
Adaptive Noise Cancellation Using Accelerometers for the PPG Signal from Forehead
Author :
Sang Hyun Kim ; Dong Wan Ryoo ; Changseok Bae
Author_Institution :
Korea Univ. of Sci. & Technol., Seoul
Abstract :
For the upcoming ubiquitous computing environments in the u-health areas involve the measurement of physiological signals in the daily life. However, the measurement of those signals, such as the photoplethysmography (PPG), and the electrocardiogram (ECG), requires being still tight during the measurement in order to get the accurate result preventing noises caused by the casual movement. In this paper, we propose a method to obtain the accurate physiological signals in the situation where the little movement is allowed. By measuring PPG and motion signals at the forehead during in motion, we calibrate the distorted PPG signal with the motion signals. We show that the calibrated PPG signal is accurate enough by comparing with the result that is measured at the finger without any movement.
Keywords :
accelerometers; adaptive filters; biomechanics; biomedical measurement; electrocardiography; medical signal processing; plethysmography; signal denoising; ubiquitous computing; ECG; accelerometer; adaptive noise cancellation; distorted PPG signal calibration; electrocardiogram; forehead PPG signal; motion signal measurement; photoplethysmography; u-health area; ubiquitous computing; Accelerometers; Area measurement; Distortion measurement; Electrocardiography; Forehead; Motion measurement; Noise cancellation; Noise measurement; Ubiquitous computing; Working environment noise; Artifacts; Fingers; Forehead; Humans; Motion; Photoplethysmography; Signal Processing, Computer-Assisted; Skin Physiological Phenomena;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352852