Real-time intelligent on-device monitoring of heart rate variability with PPG sensors

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Jingye Xu, Yuntong Zhang, Mimi Xie, Wei Wang, Dakai Zhu

Published: 01 Jan 2024, Last Modified: 11 Sept 2025J. Syst. Archit. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The UP-RaNN method drastically decreases the search space considering the hardware.•A real-time HRV monitoring system is designed for embedded devices.•Adaptive runtime reconfiguration can accommodate various performance demands.