Last Updated on August 17, 2023 by pg@petergamma.org
- Take an OpenBCI Cyton module or a device with similar specifications.
- it offers 8 channels with 24 bit A/D sampling rate
- Make out of it a 3 lead ECG device
- for the gold standard of HR measurement with need a 3 lead ECG device. How this can be done can be found here:
https://docs.openbci.com/GettingStarted/Biosensing-Setups/ECGSetup/
- The terms electrodes, leads and channels are sometimes messed up. To be sure, study the literature about ECG devices.
- use HeartPy as our ECG tooblox
https://python-heart-rate-analysis-toolkit.readthedocs.io/en/latest/
- it can handle with very noisy ECG signals
- Read the following Sensors paper about Motion Artefact Reduction Methods:
https://www.mdpi.com/1424-8220/20/5/1468
- And integrate as many features as possible which are reviewed in this paper:
- Use a treadmill and compare your ECG data measured on a treadmill with the data from a Polar H10 chest stap
- Take the protocol of the following paper written by cardiologists from the Cleveland Clinic in Ohio:
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6732081/
- and extend the protocol to the maximal speed you can run on a treadmill.
- If your device has a higher accuracy on the treadmill than the Polar H10 write a paper about it
- Engineering students, sports students, medical doctors and PhD students welcome to realize this interesting and new project.
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