Database Open Access

Motion Artifact Contaminated ECG Database

Published: Dec. 18, 2015. Version: 1.0.0


When using this resource, please cite the original publication:

Vahid Behravan, Neil E. Glover, Rutger Farry, Mohammed Shoaib, Patrick Y. Chiang. Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals. Body Sensor Networks (BSN) 2015 IEEE International Conference in June 2015.

Please include the standard citation for PhysioNet:

Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng C-K, Stanley HE. PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals (2003). Circulation. 101(23):e215-e220.

Abstract

Short duration ECG signals are recorded from a healthy 25-year-old male performing different physical activities to study the effect of motion artifacts on ECG signals and their sparsity.

Data Description

For each measurement, 4 pairs of electrodes built into a single patch are placed on the subject. The electrodes are arranged at 45-degree offsets as shown in the patch_electrodes.jpg image.

The patch itself is also placed at multiple orientations relative to the body as shown in the patch_location.png image.

Each recording contains four signals (ECG 1 to ECG 4) corresponding to the four pairs of electrodes.

  • Sampling rate: 500 Hz
  • Resolution: 16 bits
  • An analogue gain of 100 is applied to the raw ECG recordings before ADC.
  • The 2-digit number before the last letter shows the offset of the whole electrode patch in degrees.
  • The last letter of each record name corresponds to the type of physical activity as below:
    1. s = standing
    2. w = walking
    3. j = single jump

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License (for files):
Open Data Commons Attribution License v1.0

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Folder Navigation: <base>
Name Size Modified
RECORDS (download) 297 B 2015-12-16
SHA256SUMS.txt (download) 4.5 KB 2019-02-20
electrode_patch.pdf (download) 128.7 KB 2015-11-25
patch_electrodes.jpg (download) 15.3 KB 2015-12-16
patch_location.png (download) 36.4 KB 2015-12-16
test01_00s.dat (download) 31.2 KB 2015-11-17
test01_00s.hea (download) 277 B 2015-12-16
test02_45s.dat (download) 31.2 KB 2015-11-17
test02_45s.hea (download) 276 B 2015-12-16
test03_90s.dat (download) 31.2 KB 2015-11-17
test03_90s.hea (download) 274 B 2015-12-16
test04_00s.dat (download) 31.2 KB 2015-11-17
test04_00s.hea (download) 275 B 2015-12-16
test05_45s.dat (download) 31.2 KB 2015-11-17
test05_45s.hea (download) 271 B 2015-12-16
test06_90s.dat (download) 31.2 KB 2015-11-17
test06_90s.hea (download) 272 B 2015-12-16
test07_00s.dat (download) 31.2 KB 2015-11-17
test07_00s.hea (download) 271 B 2015-12-16
test08_45s.dat (download) 31.2 KB 2015-11-17
test08_45s.hea (download) 274 B 2015-12-16
test09_90s.dat (download) 31.2 KB 2015-11-17
test09_90s.hea (download) 273 B 2015-12-16
test10_00w.dat (download) 31.2 KB 2015-11-17
test10_00w.hea (download) 272 B 2015-12-16
test11_45w.dat (download) 31.2 KB 2015-11-17
test11_45w.hea (download) 275 B 2015-12-16
test12_90w.dat (download) 31.2 KB 2015-11-17
test12_90w.hea (download) 277 B 2015-12-16
test13_00w.dat (download) 31.2 KB 2015-11-17
test13_00w.hea (download) 275 B 2015-12-16
test14_45w.dat (download) 31.2 KB 2015-11-17
test14_45w.hea (download) 271 B 2015-12-16
test15_90w.dat (download) 31.2 KB 2015-11-17
test15_90w.hea (download) 272 B 2015-12-16
test16_00w.dat (download) 31.2 KB 2015-11-17
test16_00w.hea (download) 274 B 2015-12-16
test17_45w.dat (download) 31.2 KB 2015-11-17
test17_45w.hea (download) 274 B 2015-12-16
test18_90w.dat (download) 31.2 KB 2015-11-17
test18_90w.hea (download) 273 B 2015-12-16
test19_00j.dat (download) 31.2 KB 2015-11-17
test19_00j.hea (download) 277 B 2015-12-16
test20_45j.dat (download) 31.2 KB 2015-11-17
test20_45j.hea (download) 278 B 2015-12-16
test21_90j.dat (download) 31.2 KB 2015-11-17
test21_90j.hea (download) 277 B 2015-12-16
test22_00j.dat (download) 31.2 KB 2015-11-17
test22_00j.hea (download) 273 B 2015-12-16
test23_45j.dat (download) 31.2 KB 2015-11-17
test23_45j.hea (download) 275 B 2015-12-16
test24_90j.dat (download) 31.2 KB 2015-11-17
test24_90j.hea (download) 269 B 2015-12-16
test25_00j.dat (download) 31.2 KB 2015-11-17
test25_00j.hea (download) 276 B 2015-12-16
test26_45j.dat (download) 31.2 KB 2015-11-17
test26_45j.hea (download) 273 B 2015-12-16
test27_90j.dat (download) 31.2 KB 2015-11-17
test27_90j.hea (download) 274 B 2015-12-16