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Review on Heart-Rate Estimation from Photoplethysmography and Accelerometer Signals During Physical Exercise

Periyasamy, Vijitha and Pramanik, Manojit and Ghosh, Prasanta Kumar (2017) Review on Heart-Rate Estimation from Photoplethysmography and Accelerometer Signals During Physical Exercise. In: JOURNAL OF THE INDIAN INSTITUTE OF SCIENCE, 97 (3). pp. 313-324.

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Official URL: http://dx.doi.org/10.1007/s41745-017-0037-1

Abstract

Non-invasive monitoring of physiological signals during physical exercise is essential to customize the exercise module. Photoplethysmography (PPG) signal has often been used to non-invasively monitor heart-rate, respiratory rate, and blood-pressure among other physiological signals. Typically, PPG signal is acquired using pulse oximeter from finger-tip or wrist. Advantage of wrist-based PPG sensors is that it is more convenient to wear. Other sensors such as accelerometer can also be integrated with it due to large area on the wrist. This article provides a review of the algorithms developed for heart rate estimation during physical exercise from the PPG signals and accelerometer signals. The datasets used to develop these techniques are described. Algorithms for denoising of PPG signals using accelerometer signals are either in time domain or frequency domain.

Item Type: Journal Article
Additional Information: Copy right for this article belongs to the INDIAN INST SCIENCE, INDIAN INST SCIENCE, BANGALORE 560012, INDIA
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Depositing User: review EPrints Reviewer
Date Deposited: 12 Jan 2018 09:53
Last Modified: 12 Jan 2018 09:53
URI: http://eprints.iisc.ac.in/id/eprint/58606

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