TY - GEN
T1 - Measuring fatigue through heart rate variability and activity recognition
T2 - Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017
AU - Gonzalez, Karla
AU - Sasangohar, Farzan
AU - Mehta, Ranjana K.
AU - Lawley, Mark
AU - Erraguntla, Madhav
N1 - Publisher Copyright:
Copyright 2017 by Human Factors and Ergonomics Society.
Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2017
Y1 - 2017
N2 - A scoping literature review was conducted to summarize the current research trends in fatigue identification with applications to human activity recognition through the use of diverse commercially available accelerometers. This paper also provides a brief overview of heart rate variability and its effect on fatigue. The linkage between recognizing an individual's unique physical activities, and its possible feedback to manage fatigue levels were explored. Overall, triangulation of heart rate variability and accelerometer data show promise in identify chronic cognitive and physical fatigue levels.
AB - A scoping literature review was conducted to summarize the current research trends in fatigue identification with applications to human activity recognition through the use of diverse commercially available accelerometers. This paper also provides a brief overview of heart rate variability and its effect on fatigue. The linkage between recognizing an individual's unique physical activities, and its possible feedback to manage fatigue levels were explored. Overall, triangulation of heart rate variability and accelerometer data show promise in identify chronic cognitive and physical fatigue levels.
UR - http://www.scopus.com/inward/record.url?scp=85042481124&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85042481124&partnerID=8YFLogxK
U2 - 10.1177/1541931213601918
DO - 10.1177/1541931213601918
M3 - Conference contribution
AN - SCOPUS:85042481124
T3 - Proceedings of the Human Factors and Ergonomics Society
SP - 1748
EP - 1752
BT - Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017
PB - Human Factors an Ergonomics Society Inc.
Y2 - 9 October 2017 through 13 October 2017
ER -