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Stress Recognition in Automobile Drivers

Sample of drivedb

This database, contributed to PhysioNet by its creator, Jennifer Healey, contains a collection of multiparameter recordings from healthy volunteers, taken while they were driving on a prescribed route including city streets and highways in and around Boston, Massachusetts. The objective of the study for which these data were collected was to investigate the feasibility of automated recognition of stress on the basis of the recorded signals, which include ECG, EMG (right trapezius), GSR (galvanic skin resistance) measured on the hand and foot, and respiration. Records drive17a and drive17b are two parts of one experiment, lasting 29 and 25 minutes respectively; the other 16 records each contain a complete experiment, with durations of 65 to 93 minutes. For background information, details of the recordings, and discussion of the study and its conclusions, see the references below, which should be cited in any publication making use of this database.

References

  1. Healey JA. Wearable and automotive systems for affect recognition from physiology. MIT Dept. of Electrical Engineering and Computer Science, Ph.D. thesis, 2000.
  2. Healey JA, Picard RW. Detecting stress during real-world driving tasks using physiological sensors. IEEE Transactions in Intelligent Transportation Systems 6(2):156-166 (June 2005).
Icon  Name                    Last modified      Size  Description
[DIR] Parent Directory - [   ] MD5SUMS 15-May-2008 11:29 1.7K [   ] RECORDS 09-May-2008 16:34 146 [   ] SHA1SUMS 15-May-2008 11:29 2.1K [   ] SHA256SUMS 15-May-2008 11:29 3.0K [   ] drive01.dat 09-May-2008 16:34 19M [   ] drive01.hea 15-May-2008 11:28 299 [   ] drive02.dat 09-May-2008 16:34 5.7M [   ] drive02.hea 09-May-2008 16:34 254 [   ] drive03.dat 09-May-2008 16:34 6.2M [   ] drive03.hea 09-May-2008 16:34 197 [   ] drive04.dat 09-May-2008 16:34 5.8M [   ] drive04.hea 09-May-2008 16:34 302 [   ] drive05.dat 09-May-2008 16:34 6.1M [   ] drive05.hea 09-May-2008 16:34 344 [   ] drive06.dat 09-May-2008 16:34 5.9M [   ] drive06.hea 09-May-2008 16:34 340 [   ] drive07.dat 09-May-2008 16:34 6.4M [   ] drive07.hea 09-May-2008 16:34 341 [   ] drive08.dat 09-May-2008 16:34 5.9M [   ] drive08.hea 09-May-2008 16:34 339 [   ] drive09.dat 09-May-2008 16:34 5.2M [   ] drive09.hea 09-May-2008 16:34 341 [   ] drive10.dat 09-May-2008 16:34 5.9M [   ] drive10.hea 09-May-2008 16:34 340 [   ] drive11.dat 09-May-2008 16:34 5.9M [   ] drive11.hea 09-May-2008 16:34 344 [   ] drive12.dat 09-May-2008 16:34 4.7M [   ] drive12.hea 09-May-2008 16:34 342 [   ] drive13.dat 09-May-2008 16:34 5.6M [   ] drive13.hea 09-May-2008 16:34 292 [   ] drive14.dat 09-May-2008 16:34 5.7M [   ] drive14.hea 09-May-2008 16:34 301 [   ] drive15.dat 09-May-2008 16:34 5.5M [   ] drive15.hea 09-May-2008 16:34 343 [   ] drive16.dat 09-May-2008 16:34 4.7M [   ] drive16.hea 09-May-2008 16:34 345 [   ] drive17a.dat 09-May-2008 16:34 2.0M [   ] drive17a.hea 09-May-2008 16:34 347 [VID] drive17b.dat 09-May-2008 16:34 1.8M [   ] drive17b.hea 09-May-2008 16:34 349
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