Tracking mechanism for heart rate measurements

作者: Robert Adams , Jeffrey G. Bernstein , Sefa Demirtas

DOI:

关键词: Computer visionArtificial intelligenceInterference (communication)AccelerometerLinear predictionNoise (signal processing)SignalFilter (signal processing)HeartbeatComputer sciencePhotoplethysmogram

摘要: Heart rate monitors are plagued by noisy photoplethysmography (PPG) data, which makes it difficult for the to output a consistently accurate heart reading. Noise is often caused motion. Using known methods processing accelerometer readings that measure movement filter out some of this noise may help, but not always. The present disclosure describes an improved front-end technique (time-domain interference removal) based on using adaptive linear prediction data generate filters filtering PPG signal prior tracking frequency heartbeat (heart rate). also back-end steering resonant in order track heartbeat. Implementing one or both these techniques leads more measurements.

参考文章(20)
James Buchheim, Arne Hennig, Heart rate monitor ,(2011)
Tim Schack, Christian Sledz, Michael Muma, Abdelhak M. Zoubir, A new method for heart rate monitoring during physical exercise using photoplethysmographic signals european signal processing conference. pp. 2666- 2670 ,(2015) , 10.1109/EUSIPCO.2015.7362868
Abdullah Alzahrani, Sijung Hu, Vicente Azorin-Peris, A Comparative Study of Physiological Monitoring with a Wearable Opto-Electronic Patch Sensor (OEPS) for Motion Reduction. Biosensors. ,vol. 5, pp. 288- 307 ,(2015) , 10.3390/BIOS5020288
Rasoul Yousefi, Mehrdad Nourani, Sarah Ostadabbas, Issa Panahi, A Motion-Tolerant Adaptive Algorithm for Wearable Photoplethysmographic Biosensors biomedical and health informatics. ,vol. 18, pp. 670- 681 ,(2014) , 10.1109/JBHI.2013.2264358
R. Yousefi, M. Nourani, I. Panahi, Adaptive cancellation of motion artifact in wearable biosensors international conference of the ieee engineering in medicine and biology society. ,vol. 2012, pp. 2004- 2008 ,(2012) , 10.1109/EMBC.2012.6346350
H. Fukushima, H. Kawanaka, M. S. Bhuiyan, K. Oguri, Estimating heart rate using wrist-type Photoplethysmography and acceleration sensor while running international conference of the ieee engineering in medicine and biology society. ,vol. 2012, pp. 2901- 2904 ,(2012) , 10.1109/EMBC.2012.6346570
Hyonyoung Han, Min-Joon Kim, Jung Kim, Development of real-time motion artifact reduction algorithm for a wearable photoplethysmography international conference of the ieee engineering in medicine and biology society. ,vol. 2007, pp. 1538- 1541 ,(2007) , 10.1109/IEMBS.2007.4352596