When referencing this material, please cite:
Garcia-Gonzalez, M.A.; Argelagos-Palau, A.; Fernandez-Chimeno, M.; Ramos-Castro, J.,
"A comparison of heartbeat detectors for the seismocardiogram,"
Computing in Cardiology Conference (CinC), 2013
Garcia-Gonzalez, M.A.; Argelagos-Palau, A.; Fernandez-Chimeno, M.; Ramos-Castro, J.,
"Differences in QRS Locations due to ECG Lead: Relationship with Breathing",
XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013,
IFMBE Proceedings Volume 41, 2014, pp 962-964 Sept. 2013
DOI: 10.1007/978-3-319-00846-2_238
Please also 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.
Circulation 101(23):e215-e220 [Circulation Electronic Pages;
http://circ.ahajournals.org/cgi/content/full/101/23/e215];
2000 (June 13).
Combined measurement of ECG, breathing and seismocardiogram (CEBS database), version 1.1
This database was developed by Miguel Angel Garcia Gonzalez and Ariadna Argelagos Palou from the Electronic and Biomedical Instrumentation
(IEB) research group of the Electronic Engineering (DEE) Department of the Universitat Politecnica de Catalunya (UPC).
The purpose of the database was twofold:
- To check if slight errors in the detection of the RR time series when measuring it using two different leads are influenced by breathing.
- To compare the RR time series obtained from the ECG and its surrogate measure obtained from the seismocardiogram or SCG (and to optimize beat detectors for SCG).
To construct the database, 20 presumed healthy volunteers were measured. Information of the subjects is summarized in the info.txt file. During the measurement, the subjects were asked to be very still in supine position on a comfortable conventional single bed and awake. After attachment of sensors, we recorded the basal state of the subjects by measuring during 5 minutes (records a001 to a020). After that, the subjects started to listening classical music during approximately 50 minutes (records m001 to m020). Finally, we monitored all subjects 5 minutes more after the music ended (records p001 to p020).
Data was acquired using a Biopac MP36 data acquisition system (Santa Barbara, CA, USA). Channels 1 and 2 of the system were devoted to measure conventional ECG (leads I and II respectively) with a bandwidth between 0.05 Hz and 150 Hz, channel 3 was employed to measure the respiratory signal obtained from a thoracic piezoresistive band (SS5LB sensor by Biopac, Santa Barbara, CA, USA) with a bandwidth of 0.05 Hz to 10 Hzand channel 4 was devoted to acquire the SCG using a triaxial accelerometer (LIS344ALH, ST Microelectronics) and a bandwidth between 0.5 Hz and 100 Hz. For the ECG measurement we used monitoring electrodes with foam tape and sticky gel (3M Red Dot 2560). Each channel was sampled at 5 kHz.
Note on detected incidences:
- Subject 4 shows some ectopy, especially on the m004 record
- Std II lead ECG quality on m018 record is low because of a bad electrode contact starting around minute 34 and ending around minute 38.
Version history
- Version 1.1 (August XX, 2015):
-
The records b001 through b020 that were previously
included here have been replaced with a001
through a020. In the first release of this database, these
signal files were accidentally created as copies of p001
through p020. They have been replaced with the correct
files, and the records have been renamed to avoid confusion.
Database files
Name Last modified Size Description
![[PARENTDIR]](/icons/back.gif)
Parent Directory -
![[ ]](/icons/unknown.gif)
MD5SUMS 2015-08-11 16:46 7.8K
![[ ]](/icons/index.gif)
RECORDS 2015-08-11 16:45 300 list of record names
SHA1SUMS 2015-08-11 16:46 9.2K
SHA256SUMS 2015-08-11 16:47 14K
![[ ]](/icons/binary.gif)
a001.atr 2014-12-08 10:48 6.4K reference annotations
a001.dat 2014-11-25 11:02 10M digitized signal(s)
![[ ]](/icons/text.gif)
a001.hea 2015-08-11 15:47 249 header file
a002.atr 2014-12-08 10:48 6.7K reference annotations
a002.dat 2014-12-04 06:20 11M digitized signal(s)
a002.hea 2015-08-11 15:47 247 header file
a003.atr 2014-12-08 10:48 7.4K reference annotations
a003.dat 2014-12-04 06:40 11M digitized signal(s)
a003.hea 2015-08-11 15:47 247 header file
a004.atr 2014-12-08 10:48 6.8K reference annotations
a004.dat 2014-12-04 06:59 11M digitized signal(s)
a004.hea 2015-08-11 15:47 249 header file
a005.atr 2014-12-08 10:48 7.5K reference annotations
a005.dat 2014-12-04 08:13 11M digitized signal(s)
a005.hea 2015-08-11 15:47 247 header file
a006.atr 2014-12-08 10:48 7.0K reference annotations
a006.dat 2014-12-04 08:33 11M digitized signal(s)
a006.hea 2015-08-11 15:47 248 header file
a007.atr 2014-12-08 10:48 6.1K reference annotations
a007.dat 2014-12-04 08:48 11M digitized signal(s)
a007.hea 2015-08-11 15:47 250 header file
a008.atr 2014-12-08 10:48 11K reference annotations
a008.dat 2014-12-04 08:59 11M digitized signal(s)
a008.hea 2015-08-11 15:47 245 header file
a009.atr 2014-12-08 10:48 6.9K reference annotations
a009.dat 2014-12-04 09:08 11M digitized signal(s)
a009.hea 2015-08-11 15:47 244 header file
a010.atr 2014-12-08 10:48 6.6K reference annotations
a010.dat 2014-12-04 09:15 11M digitized signal(s)
a010.hea 2015-08-11 15:47 253 header file
a011.atr 2014-12-08 10:48 7.5K reference annotations
a011.dat 2014-12-04 09:20 11M digitized signal(s)
a011.hea 2015-08-11 15:47 250 header file
a012.atr 2014-12-08 10:48 8.6K reference annotations
a012.dat 2014-12-04 09:28 11M digitized signal(s)
a012.hea 2015-08-11 15:47 246 header file
a013.atr 2014-12-08 10:48 8.1K reference annotations
a013.dat 2014-12-04 09:35 11M digitized signal(s)
a013.hea 2015-08-11 15:47 248 header file
a014.atr 2014-12-08 10:48 7.4K reference annotations
a014.dat 2014-12-04 09:42 11M digitized signal(s)
a014.hea 2015-08-11 15:47 243 header file
a015.atr 2014-12-08 10:48 7.2K reference annotations
a015.dat 2014-12-04 09:47 11M digitized signal(s)
a015.hea 2015-08-11 15:47 243 header file
a016.atr 2014-12-08 10:48 8.2K reference annotations
a016.dat 2014-12-04 09:56 11M digitized signal(s)
a016.hea 2015-08-11 15:47 249 header file
a017.atr 2014-12-08 10:48 8.3K reference annotations
a017.dat 2014-12-04 10:03 11M digitized signal(s)
a017.hea 2015-08-11 15:47 251 header file
a018.atr 2014-12-08 10:48 9.3K reference annotations
a018.dat 2014-12-04 10:25 11M digitized signal(s)
a018.hea 2015-08-11 15:47 247 header file
a019.atr 2014-12-08 10:48 7.1K reference annotations
a019.dat 2014-12-04 10:34 11M digitized signal(s)
a019.hea 2015-08-11 15:47 249 header file
a020.atr 2014-12-08 10:48 7.2K reference annotations
a020.dat 2014-12-04 10:41 11M digitized signal(s)
a020.hea 2015-08-11 15:47 247 header file
![[IMG]](/icons/image2.gif)
example.png 2014-12-10 14:49 19K
info.txt 2014-11-25 11:02 1.9K
m001.atr 2014-12-08 10:48 66K reference annotations
m001.dat 2014-11-25 11:02 109M digitized signal(s)
m001.hea 2015-07-29 13:20 252 header file
m002.atr 2014-12-08 10:48 70K reference annotations
m002.dat 2014-11-25 11:02 114M digitized signal(s)
m002.hea 2015-07-29 13:20 257 header file
m003.atr 2014-12-08 10:48 74K reference annotations
m003.dat 2014-11-25 11:02 114M digitized signal(s)
m003.hea 2015-07-29 13:20 250 header file
m004.atr 2014-12-08 10:48 74K reference annotations
m004.dat 2014-11-25 11:02 114M digitized signal(s)
m004.hea 2015-07-29 13:20 256 header file
m005.atr 2014-12-08 10:48 77K reference annotations
m005.dat 2014-11-25 11:02 114M digitized signal(s)
m005.hea 2015-07-29 13:20 254 header file
m006.atr 2014-12-08 10:48 67K reference annotations
m006.dat 2014-11-25 11:02 114M digitized signal(s)
m006.hea 2015-07-29 13:20 257 header file
m007.atr 2014-12-08 10:48 56K reference annotations
m007.dat 2014-11-25 11:02 108M digitized signal(s)
m007.hea 2015-07-29 13:20 254 header file
m008.atr 2014-12-08 10:48 108K reference annotations
m008.dat 2014-11-25 11:02 114M digitized signal(s)
m008.hea 2015-07-29 13:20 255 header file
m009.atr 2014-12-08 10:48 68K reference annotations
m009.dat 2014-11-25 11:02 114M digitized signal(s)
m009.hea 2015-07-29 13:20 251 header file
m010.atr 2014-12-08 10:48 64K reference annotations
m010.dat 2014-11-25 11:02 114M digitized signal(s)
m010.hea 2015-07-29 13:20 254 header file
m011.atr 2014-12-08 10:48 77K reference annotations
m011.dat 2014-11-25 11:02 114M digitized signal(s)
m011.hea 2015-07-29 13:20 255 header file
m012.atr 2014-12-08 10:48 86K reference annotations
m012.dat 2014-11-25 11:02 114M digitized signal(s)
m012.hea 2015-07-29 13:20 256 header file
m013.atr 2014-12-08 10:48 80K reference annotations
m013.dat 2014-11-25 11:02 114M digitized signal(s)
m013.hea 2015-07-29 13:20 257 header file
m014.atr 2014-12-08 10:48 73K reference annotations
m014.dat 2014-11-25 11:02 114M digitized signal(s)
m014.hea 2015-07-29 13:20 255 header file
m015.atr 2014-12-08 10:48 69K reference annotations
m015.dat 2014-11-25 11:03 114M digitized signal(s)
m015.hea 2015-07-29 13:20 255 header file
m016.atr 2014-12-08 10:48 83K reference annotations
m016.dat 2014-11-25 11:03 114M digitized signal(s)
m016.hea 2015-07-29 13:20 256 header file
m017.atr 2014-12-08 10:48 77K reference annotations
m017.dat 2014-11-25 11:03 114M digitized signal(s)
m017.hea 2015-07-29 13:20 254 header file
m018.atr 2014-12-08 10:48 88K reference annotations
m018.dat 2014-11-25 11:03 114M digitized signal(s)
m018.hea 2015-07-29 13:20 255 header file
m019.atr 2014-12-08 10:48 69K reference annotations
m019.dat 2014-11-25 11:03 114M digitized signal(s)
m019.hea 2015-07-29 13:20 253 header file
m020.atr 2014-12-08 10:48 73K reference annotations
m020.dat 2014-11-25 11:03 114M digitized signal(s)
m020.hea 2015-07-29 13:20 255 header file
p001.atr 2014-12-08 10:48 7.0K reference annotations
p001.dat 2014-11-25 11:03 11M digitized signal(s)
p001.hea 2015-07-29 13:20 258 header file
p002.atr 2014-12-08 10:48 6.6K reference annotations
p002.dat 2014-11-25 11:03 11M digitized signal(s)
p002.hea 2015-07-29 13:20 259 header file
p003.atr 2014-12-08 10:48 7.5K reference annotations
p003.dat 2014-11-25 11:03 11M digitized signal(s)
p003.hea 2015-07-29 13:20 261 header file
p004.atr 2014-12-08 10:48 7.0K reference annotations
p004.dat 2014-11-25 11:03 11M digitized signal(s)
p004.hea 2015-07-29 13:20 263 header file
p005.atr 2014-12-08 10:48 7.8K reference annotations
p005.dat 2014-11-25 11:03 11M digitized signal(s)
p005.hea 2015-07-29 13:20 263 header file
p006.atr 2014-12-08 10:48 6.6K reference annotations
p006.dat 2014-11-25 11:03 11M digitized signal(s)
p006.hea 2015-07-29 13:20 262 header file
p007.atr 2014-12-08 10:48 5.8K reference annotations
p007.dat 2014-11-25 11:03 11M digitized signal(s)
p007.hea 2015-07-29 13:20 263 header file
p008.atr 2014-12-08 10:48 10K reference annotations
p008.dat 2014-11-25 11:03 11M digitized signal(s)
p008.hea 2015-07-29 13:20 259 header file
p009.atr 2014-12-08 10:48 6.7K reference annotations
p009.dat 2014-11-25 11:03 11M digitized signal(s)
p009.hea 2015-07-29 13:20 263 header file
p010.atr 2014-12-08 10:48 6.6K reference annotations
p010.dat 2014-11-25 11:03 11M digitized signal(s)
p010.hea 2015-07-29 13:20 262 header file
p011.atr 2014-12-08 10:48 7.3K reference annotations
p011.dat 2014-11-25 11:03 11M digitized signal(s)
p011.hea 2015-07-29 13:20 262 header file
p012.atr 2014-12-08 10:48 8.7K reference annotations
p012.dat 2014-11-25 11:03 11M digitized signal(s)
p012.hea 2015-07-29 13:20 260 header file
p013.atr 2014-12-08 10:48 7.7K reference annotations
p013.dat 2014-11-25 11:03 11M digitized signal(s)
p013.hea 2015-07-29 13:20 260 header file
p014.atr 2014-12-08 10:48 7.4K reference annotations
p014.dat 2014-11-25 11:03 11M digitized signal(s)
p014.hea 2015-07-29 13:20 263 header file
p015.atr 2014-12-08 10:48 7.1K reference annotations
p015.dat 2014-11-25 11:03 11M digitized signal(s)
p015.hea 2015-07-29 13:20 260 header file
p016.atr 2014-12-08 10:48 7.6K reference annotations
p016.dat 2014-11-25 11:03 11M digitized signal(s)
p016.hea 2015-07-29 13:20 257 header file
p017.atr 2014-12-08 10:48 7.9K reference annotations
p017.dat 2014-11-25 11:03 11M digitized signal(s)
p017.hea 2015-07-29 13:20 263 header file
p018.atr 2014-12-08 10:48 8.6K reference annotations
p018.dat 2014-11-25 11:03 11M digitized signal(s)
p018.hea 2015-07-29 13:20 261 header file
p019.atr 2014-12-08 10:48 6.8K reference annotations
p019.dat 2014-11-25 11:03 11M digitized signal(s)
p019.hea 2015-07-29 13:20 264 header file
p020.atr 2014-12-08 10:48 7.3K reference annotations
p020.dat 2014-11-25 11:03 11M digitized signal(s)
p020.hea 2015-07-29 13:20 260 header file
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