AN ADAPTIVE SINGLE FREQUENCY PHASE VOCODER FOR LOW-POWER HEART RATE DETECTION - Development of a Fast and Low-power Heart Rate Estimation Algorithm for Mobile Phone Applications

Walter Karlen, Guy Dumont, Chris Petersen, Jennifer Gow, J. Mark Ansermino

Abstract

Mobile phones can be used as a platform for clinical decision making in resource-poor and remote areas. Their limited battery and computational resources, however, demand efficient and low-power algorithms. We present a new algorithm for the fast and economical estimation of heart rate (HR) from the photoplethysmogram (PPG) recorded with a pulse oximeter connected to a mobile phone. The new method estimates the HR frequency by adaptively modeling the PPG wave with a sine function using a modified phase vocoder. The obtained wave is also used as an envelope for the detection of peaks in the PPG signal. HR is either computed using the vocoder center frequency or the peak intervals in a histogram. Experiments on a mobile device show comparable speed performance with other time domain algorithms. Preliminary tests show that the HR computed from the vocoder center frequency is robust to Noise in the PPG. The instantaneous HR calculated with the vocoder peak detection method was more sensitive to short-term HR variations than the vocoder center frequency method. These results point to further developments using a combination of both HR estimation methods that will enable the robust implementation of adaptive phase vocoders into mobile phone applications.

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Paper Citation


in Harvard Style

Karlen W., Dumont G., Petersen C., Gow J. and Mark Ansermino J. (2011). AN ADAPTIVE SINGLE FREQUENCY PHASE VOCODER FOR LOW-POWER HEART RATE DETECTION - Development of a Fast and Low-power Heart Rate Estimation Algorithm for Mobile Phone Applications . In Proceedings of the International Conference on Biomedical Electronics and Devices - Volume 1: BIODEVICES, (BIOSTEC 2011) ISBN 978-989-8425-37-9, pages 30-35. DOI: 10.5220/0003134200300035


in Bibtex Style

@conference{biodevices11,
author={Walter Karlen and Guy Dumont and Chris Petersen and Jennifer Gow and J. Mark Ansermino},
title={AN ADAPTIVE SINGLE FREQUENCY PHASE VOCODER FOR LOW-POWER HEART RATE DETECTION - Development of a Fast and Low-power Heart Rate Estimation Algorithm for Mobile Phone Applications},
booktitle={Proceedings of the International Conference on Biomedical Electronics and Devices - Volume 1: BIODEVICES, (BIOSTEC 2011)},
year={2011},
pages={30-35},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003134200300035},
isbn={978-989-8425-37-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Biomedical Electronics and Devices - Volume 1: BIODEVICES, (BIOSTEC 2011)
TI - AN ADAPTIVE SINGLE FREQUENCY PHASE VOCODER FOR LOW-POWER HEART RATE DETECTION - Development of a Fast and Low-power Heart Rate Estimation Algorithm for Mobile Phone Applications
SN - 978-989-8425-37-9
AU - Karlen W.
AU - Dumont G.
AU - Petersen C.
AU - Gow J.
AU - Mark Ansermino J.
PY - 2011
SP - 30
EP - 35
DO - 10.5220/0003134200300035