Dataset Open Access
PPGDalia Dataset
Chang Wei Tan;
Christoph Bergmeir;
Francois Petitjean;
Geoffrey I Webb
This dataset is part of the Monash, UEA & UCR time series regression repository. http://tseregression.org/
This dataset is created from the publicly available PPG-DaLiA dataset for PPG-based heart rate estimation. This multimodal dataset features physiological and motion data, recorded from both a wrist- and a chest-worn device, of 15 subjects while performing a wide range of activities under close to real-life conditions. The included ECG data provides heart rate ground truth. The included PPG- and 3D-accelerometer data can be used for heart rate estimation, while compensating for motion artefacts. The dataset contains 64700 time series with 4 dimensions.
Please refer to https://archive.ics.uci.edu/ml/datasets/PPG-DaLiA for more details.
Citation request
[1] Attila Reiss, Ina Indlekofer, Philip Schmidt, and Kristof Van Laerhoven. 2019. Deep PPG: Large-scale Heart Rate Estimation with Convolutional Neural Networks. MDPI Sensors, 19(14).
| Name | Size | |
|---|---|---|
|
PPGDalia_TEST.ts
md5:71f42337c444c2942d6fa89d0a381597 |
212.5 MB | Download |
|
PPGDalia_TRAIN.ts
md5:be0d787c51fed10c6966a58e3609edcd |
423.9 MB | Download |
| All versions | This version | |
|---|---|---|
| Views | 1,204 | 1,204 |
| Downloads | 833 | 833 |
| Data volume | 270.9 GB | 270.9 GB |
| Unique views | 1,095 | 1,095 |
| Unique downloads | 290 | 290 |
- Publication date:
- June 21, 2020
- DOI:
-
- Keyword(s):
- time series regression
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International