Title :
Methods of interruption removal and pulse rate calculations in pulse wave signals based on wearable electronic eyeglasses
Author :
Xumin Cheng ; Xingqun Zhao
Author_Institution :
Sch. of Biol. Sci. & Med. Eng., Southeast Univ., Nanjing, China
Abstract :
Baseline drift and other motion artifacts caused by breathing and physical movements need to be reduced from useful signals in pulse wave signals detection process, and the relevant effective methods to calculate pulse rate are also urgently needed. This paper is based on the wearable electronic eyeglasses aiming at measuring pulse signals with a three-axis acceleration sensor to catch body movement signals. It presents a removal method of the baseline drift using cubic spline interpolation, applies the least mean square (LMS) method which needs additional accelerometer signals in reducing the motion artifacts, and adopts the improved exceeding value method to detect the principal peaks and calculate the pulse rates of the pulse signals. Experiment results show that the combination of the three methods can effectively remove the baseline drift, reduce the motion artifacts, detect the principal peaks of pulse signals, and accurately calculate the pulse rates.
Keywords :
accelerometers; biomedical equipment; gait analysis; interpolation; least mean squares methods; medical signal detection; medical signal processing; pneumodynamics; sensors; splines (mathematics); LMS method; accelerometer signals; baseline drift; body movement signals; breathing; cubic spline interpolation; improved exceeding value method; interruption removal method; least mean square method; motion artifacts; physical movements; pulse rate calculations; pulse signal measurement; pulse wave signal detection; three-axis acceleration sensor; wearable electronic eyeglasses; Accelerometers; Equations; Finite impulse response filters; Interpolation; Least squares approximations; Splines (mathematics); Wearable computers; LMS; Pulse wave signal; baseline drift; improved exceeding value method; motion artifacts;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2014 7th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4799-5837-5
DOI :
10.1109/BMEI.2014.7002796