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DC Field | Value | Language |
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dc.contributor.author | Vyas, A | - |
dc.contributor.author | Pal, S | - |
dc.date.accessioned | 2024-07-02T16:40:59Z | - |
dc.date.available | 2024-07-02T16:40:59Z | - |
dc.date.issued | 2024-07-02 | - |
dc.identifier.uri | http://dspace.iitrpr.ac.in:8080/xmlui/handle/123456789/4651 | - |
dc.description.abstract | Abstract: Heart Rate (HR) monitoring in a smart watch is a battery consuming process. Therefore, some smart watches prevent continuous HR sampling during low-level physical activities for improving the power usage of batteries. However, high acceleration events like running require continuous HR sampling for recording the varying HR readings, which consumes a lot of battery power. Therefore, the challenge is to reduce the sampling during running while recording an individual’s HR variation (HRV). Our approach prevents continuous HR sampling for long-running events without missing important HR information. In this context, we analyze the existing real-life HRs and acceleration datasets recorded on humans during long runs. We design an adaptive HR sampling algorithm, A-HeaRing, from the extracted HR variation details. A-HeaRing reduces the battery power consumption of a smart watch by more than 50% while recording a running event. Additionally, we design a data regeneration system for missing HR readings. The regeneration system provides a minimum of 90% accuracy in the HR zone estimation. | en_US |
dc.language.iso | en_US | en_US |
dc.subject | Smart watches | en_US |
dc.subject | battery life | en_US |
dc.subject | heart rate zones | en_US |
dc.subject | expert system | en_US |
dc.title | Power Saving Approach of a Smart Watch for Monitoring the Heart Rate of a Runner | en_US |
dc.type | Article | en_US |
Appears in Collections: | Year-2023 |
Files in This Item:
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Full Text.pdf | 2.03 MB | Adobe PDF | View/Open Request a copy |
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