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Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the 2015 IEEE Signal Processing Cup (SP Cup) competition. The traces are stored in folder 'DATABASE'. Please cite this publication when referencing this material: "Measuring Heart Rate During Physical Exercise by Subspace Decomposition and Kalman Smoothing", IEEE Transaction on Instrumentation & Measurement.

License: GNU General Public License v3.0

MATLAB 100.00%
ppg kalman-filter subspace-decomposition measurements estimate-hr heart-rate

ppg's Introduction

PPG

Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the 2015 IEEE Signal Processing Cup (SP Cup) competition. The traces are stored in folder 'DATABASE'.

Please cite this publication when referencing this material:

  • "Measuring Heart Rate During Physical Exercise by Subspace Decomposition and Kalman Smoothing", IEEE Transaction on Instrumentation & Measurement.

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ppg's Issues

To get some new high resolution method

hello,
in your paper ,you use "zero-padded to extend DFT vector length to 8192 samples" to get high resolution in spectrum, but sometimes it may cause cause problems .And you have mentioned that "Since the spectrum of PPG signals is mostly made up of harmonic components, this should not cause problems, their separation being usually good enough to resolve them". Considering that, the CZT or Zoom-FFT can be used to decrease the operations. Have you try it? if you haven't, i will try to do it and can show the result if you want.
sorry for my poor English.

About Source Code

Hi,
I want to ask a question for your source code. How can I plot figures in this paper using Matlab?
Is there any code for plotting figures?

Excuse me, do you have 23 data sets?

There are generally 23 record of PPG data sets of IEEE SPC 2015 in the paper, and I only have 12 here, which are the same as those in the training_data folder in your dataset. I still lack 11 data sets that I can't find online. Do you have the remaining 11 data sets?

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