The effects of physical vibration on heart rate variability as a measure of drowsiness

References

• Adams, Robert J, Sarah L. Appleton, Anne W. Taylor, Tiffany K. Gill, Carol Lang, R. Douglas Mcevoy, and Nick A. Antic. 2017. “Sleep Health of Australian Adults in 2016: Results of the 2016 Sleep Health Foundation National Survey.” Sleep Health 3 (1): 35–42. doi:10.1016/j.sleh.2016.11.005.
   PubMed Web of Science ®Google Scholar
• Azizan, Amzar, Mohammad Fard, Michael F. Azari, and Reza Jazar. 2017. “Effects of Vibration on Occupant Driving Performance under Simulated Driving Conditions.” Applied Ergonomics 60: 348–355. doi:10.1016/j.apergo.2016.12.020.
   PubMed Web of Science ®Google Scholar
• Azizan, Amzar, Mohammad Fard, Michael F. Azari, Bryndis Benediktsdottir, Erna Sif Arnardottir, Reza Jazar, and Setsuo Maeda. 2016. “The Influence of Vibration on Seated Human Drowsiness.” Industrial Health 54 (4): 296–307. doi:10.2486/indhealth.2015-0095.
   PubMed Web of Science ®Google Scholar
• Bilchick, Kenneth C., and Ronald D. Berger. 2006. “Heart Rate Variability.” Journal of Cardiovascular Electrophysiology 17 (6): 691–694. doi:10.1111/j.1540-8167.2006.00501.x.
   PubMed Web of Science ®Google Scholar
• Borghini, Gianluca, Laura Astolfi, Giovanni Vecchiato, Donatella Mattia, and Fabio Babiloni. 2012. “Measuring Neurophysiological Signals in Aircraft Pilots and Car Drivers for the Assessment of Mental Workload, Fatigue and Drowsiness.” Neuroscience and Biobehavioral Reviews 44: 58–75. doi:10.1016/j.neubiorev.2012.10.003.
   PubMed Web of Science ®Google Scholar
• Castaldo, R., P. Melillo, U. Bracale, M. Caserta, M. Triassi, and L. Pecchia. 2015. “Acute Mental Stress Assessment via Short Term HRV Analysis in Healthy Adults: A Systematic Review with Meta-Analysis.” Biomedical Signal Processing and Control 18: 370–377. doi:10.1016/j.bspc.2015.02.012.
   Web of Science ®Google Scholar
• Cohen, Sheldon, Denise Janicki-Deverts, and Gregory E. Miller. 2007. “Psychological Stress and Disease.” JAMA 298 (14): 1685. doi:10.1001/jama.298.14.1685.
   PubMed Web of Science ®Google Scholar
• Di Milia, Lee. 2006. “Shift Work, Sleepiness and Long Distance Driving.” Transportation Research Part F: Traffic Psychology and Behaviour 9 (4): 278–285. doi:10.1016/j.trf.2006.01.006.
   Web of Science ®Google Scholar
• Dishman, Rod K., Yoshio Nakamura, Melissa E. Garcia, Ray W. Thompson, Andrea L. Dunn, and Steven N. Blair. 2000. “Heart Rate Variability, Trait Anxiety, and Perceived Stress among Physically Fit Men and Women.” International Journal of Psychophysiology 37 (2): 121–133. doi:10.1016/S0167-8760(00)00085-4.
   PubMed Web of Science ®Google Scholar
• Dong, Yanchao, Zhencheng Hu, Keiichi Uchimura, and Nobuki Murayama. 2011. “Driver Inattention Monitoring System for Intelligent Vehicles: A Review.” IEEE Transactions on Intelligent Transportation Systems 12 (2): 596–614. doi:10.1109/TITS.2010.2092770.
   Web of Science ®Google Scholar
• Fallahi, Majid, Majid Motamedzade, Rashid Heidarimoghadam, Ali Reza Soltanian, and Shinji Miyake. 2016. “Effects of Mental Workload on Physiological and Subjective Responses during Traffic Density Monitoring: A Field Study.” Applied Ergonomics 52: 95–103. doi:10.1016/j.apergo.2015.07.009.
   PubMed Web of Science ®Google Scholar
• Fard, M., L. Lo, A. Subic, and R. Jazar. 2014. “Effects of Seat Structural Dynamics on Current Ride Comfort Criteria.” Ergonomics 57 (10): 1549–1561. doi:10.1080/00140139.2014.934300.
   PubMed Web of Science ®Google Scholar
• Furman, G. Dorfman, A. Baharav, C. Cahan, and S. Akselrod. 2008. “Early Detection of Falling Asleep at the Wheel: A Heart Rate Variability Approach.” Computers in Cardiology 35: 1109–1112. doi:10.1109/CIC.2008.4749240.
   Google Scholar
• Hart, G. Sandra, and Lowell E. Staveland. 1988. “Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research.” Advances in Psychology 52: 139–183. doi:10.1016/S0166-4115(08)62386-9.
   Google Scholar
• Gao, Qin, Yang Wang, Fei Song, Zhizhong Li, and Xiaolu Dong. 2013. “Mental Workload Measurement for Emergency Operating Procedures in Digital Nuclear Power Plants.” Ergonomics 56 (7): 1070–1085. doi:10.1080/00140139.2013.790483.
   PubMed Web of Science ®Google Scholar
• Gillberg, Mats, Goran Kecklund, and Torbjom Akerstedt. 1994. “Relations Between Performance and Subjective Ratings of Sleepiness During a Night Awake.” Sleep 17 (3): 236–241. doi:citeulike-article-id:10484122.
   PubMed Web of Science ®Google Scholar
• Hancock, Robin, Aditya Jog, and Neil J Mansfield. 2008. “Effect of Vibration on Reading Performance, Subjective and Physiological Workload.” Paper presented at the 43rd United Kingdom Conference on Human Responses to Vibration, United Kingdom, September 15–17.
   Google Scholar
• Heine, Tobias, Gustavo Lenis, Patrick Reichensperger, Tobias Beran, Olaf Doessel, and Barbara Deml. 2017. “Electrocardiographic Features for the Measurement of Drivers’ Mental Workload.” Applied Ergonomics 61: 31–43. doi:10.1016/j.apergo.2016.12.015.
   PubMed Web of Science ®Google Scholar
• Hjortskov, Nis, Dag Rissén, Anne Katrine Blangsted, Nils Fallentin, Ulf Lundberg, and Karen Søgaard. 2004. “The Effect of Mental Stress on Heart Rate Variability and Blood Pressure during Computer Work.” European Journal of Applied Physiology 92 (1–2): 84–89. doi:10.1007/s00421-004-1055-z.
   PubMed Web of Science ®Google Scholar
• International Organization for Standardization. 1997. Mechanical Vibration and Shock - Evaluation of Human Exposure to Whole-body Vibration – Part 1: General requirements, ISO 2631–1. Geneva: International Organisation for Standardisation.
   Google Scholar
• Ittianuwat, R., M. Fard, and K. Kato. 2016. “Evaluation of Seatback Vibration Based on ISO 2631-1 (1997) Standard Method: The Influence of Vehicle Seat Structural Resonance.” Ergonomics 139: 1–15. doi:10.1080/00140139.2016.1170891.
   Web of Science ®Google Scholar
• Jiao, Kun, Zengyong Li, Ming Chen, Chengtao Wang, and Shaohua Qi. 2004. “Effect of Different Vibration Frequencies on Heart Rate Variability and Driving Fatigue in Healthy Drivers.” International Archives of Occupational and Environmental Health 77 (3): 205–212. doi:10.1007/s00420-003-0493-y.
   PubMed Web of Science ®Google Scholar
• Kimura, Hitoshi, Mami Endo, Michihiko Koseki, and Norio Inou. 2010. “Sleep-Inducing Factors in Mechanical Environments.” Journal of Environment and Engineering 5 (2): 275–286. doi:10.1299/jee.5.275.
   Google Scholar
• Kofman, Ora, Nachshon Meiran, Efrat Greenberg, Meirav Balas, and Hagit Cohen. 2006. “Enhanced Performance on Executive Functions Associated with Examination Stress: Evidence from Task-Switching and Stroop Paradigms.” Cognition and Emotion 20 (5): 577–595. doi:10.1080/02699930500270913.
   Web of Science ®Google Scholar
• Konstantopoulos, Panos, Peter Chapman, and David Crundall. 2010. “Driver’s Visual Attention as a Function of Driving Experience and Visibility. Using a Driving Simulator to Explore Drivers’ Eye Movements in Day, Night and Rain Driving.” Accident Analysis and Prevention 42 (3): 827–834. doi:10.1016/j.aap.2009.09.022.
   PubMed Web of Science ®Google Scholar
• Kubo, Mitsunori, Fumio Terauchi, Hiroyuki Aoki, and Yoshiyuki Matsuoka. 2001. “An Investigation into a Synthetic Vibration Model for Humans: An Investigation into a Mechanical Vibration Human Model Constructed according to the Relations between the Physical, Psychological and Physiological Reactions of Humans Exposed to Vibration.” International Journal of Industrial Ergonomics 27 (4): 219–232. doi:10.1016/S0169-8141(00)00052-4.
   Web of Science ®Google Scholar
• Landström, Ulf, and Ronnie Lundström. 1985. “Changes in Wakefulness during Exposure to Whole Body Vibration.” Electroencephalography and Clinical Neurophysiology 61 (5): 411–415. doi:10.1016/0013-4694(85)91032-6.
   PubMedGoogle Scholar
• Li, Zhibin, Harold Snieder, Shaoyong Su, Xiuhua Ding, Julian F. Thayer, Frank A. Treiber, and Xiaoling Wang. 2009. “A Longitudinal Study in Youth of Heart Rate Variability at Rest and in Response to Stress.” International Journal of Psychophysiology 73 (3): 212–217. doi:10.1016/j.ijpsycho.2009.03.002.
   PubMed Web of Science ®Google Scholar
• Lown, B., DeSilva, R. 1978. “No Roles of Psychologic Stress and Autonomic Nervous System Changes in Provocation of Ventricular Premature Complexes Title.” The American Journal of Cardiology 41 (6): 979–985. doi:10.1016/0002-9149(78)90850-0.
   PubMed Web of Science ®Google Scholar
• Malliani, A., M. Pagani, F. Lombardi, and S. Cerutti. 1991. “Cardiovascular Neural Regulation Explored in the Frequency Domain.” Circulation 84 (2): 482–492. doi:10.1161/01.CIR.84.2.482.
   PubMed Web of Science ®Google Scholar
• Mansikka, Heikki, Petteri Simola, Kai Virtanen, Don Harris, Lauri Oksama, Heikki Mansikka, Petteri Simola, Kai Virtanen, Don Harris, and Lauri Oksama. 2016. “Fighter Pilots” Heart Rate, Heart Rate Variation and Performance during Instrument Approaches.” Ergonomics 59 (10): 1344–1352. doi:10.1080/00140139.2015.1136699.
   PubMed Web of Science ®Google Scholar
• Miller, Sarah. 2001. Workload Measures. USA: The University of Iowa.
   Google Scholar
• Papousek, Ilona, Karin Nauschnegg, Manuela Paechter, Helmut K. Lackner, Nandu Goswami, and Günter Schulter. 2010. “Trait and State Positive Affect and Cardiovascular Recovery from Experimental Academic Stress.” Biological Psychology 83 (2): 108–115. doi:10.1016/j.biopsycho.2009.11.008.
   PubMed Web of Science ®Google Scholar
• Rosey, Florence, Jean-Michel Auberlet, Olivier Moisan, and Guy Dupré. 2010. “Impact of Narrower Lane Width.” Transportation Research Record: Journal of the Transportation Research Board 2138: 112–119. doi:10.3141/2138-15.
   Web of Science ®Google Scholar
• Sahayadhas, Arun, Kenneth Sundaraj, and Murugappan Murugappan. 2012. “Detecting Driver Drowsiness Based on Sensors: A Review.” Sensors12 (12): 16937–16953. doi:10.3390/s121216937.
   PubMed Web of Science ®Google Scholar
• Salahuddin, Lizawati, Myeong Gi Jeong, Desok Kim, Seong Kyeon Lim, Kim Won, and Jong Min Woo. 2007. “Dependence of Heart Rate Variability on Stress Factors of Stress Response Inventory.” Paper presented at HEALTHCOM 2007: Ubiquitous Health in Aging Societies - 2007 9th International Conference on E-Health Networking, Application and Services, Taipei, Taiwan, June 19–22. doi:10.1109/HEALTH.2007.381638.
   Google Scholar
• Satou, Yuka, Tatsuya Ishitake, Hideo Ando, Kaori Nagatomi, Michiko Hoshiko, Yoshiyasu Tsuji, Hideki Tamaki, et al. 2009. “Effect of Short-Term Exposure to Whole Body Vibration in Humans: Relationship between Wakefulness Level and Vibration Frequencies.” The Kurume Medical Journal 56 (1–2): 17–23. doi:10.2739/kurumemedj.56.17
   PubMedGoogle Scholar
• Schubert, C., M. Lambertz, R. A. Nelesen, W. Bardwell, J. B. Choi, and J. E. Dimsdale. 2009. “Effects of Stress on Heart Rate Complexity-A Comparison between Short-Term and Chronic Stress.” Biological Psychology 80 (3): 325–332. doi:10.1016/j.biopsycho.2008.11.005.
   PubMed Web of Science ®Google Scholar
• Slater, Jeremy D. 2008. “A Definition of Drowsiness: One Purpose for Sleep?” Medical Hypotheses 71 (5): 641–644. doi:10.1016/j.mehy.2008.05.035.
   PubMed Web of Science ®Google Scholar
• St. Pierre Jr., Richard L, and Daniel J. Maguire. 2004. “The Impact of A-Weighting Sound Pressure Level Measurements during the Evaluation of Noise Exposure.” Paper presented at the NOISE-CON 2004 – The National Conference on Noise Control Engineering, Baltimore, MD, July 12–14. http://trid.trb.org/view.aspx?id=813685.
   Google Scholar
• Taelman, Joachim, Steven Vandeput, Elke Vlemincx, Arthur Spaepen, and Sabine Van Huffel. 2011. “Instantaneous Changes in Heart Rate Regulation due to Mental Load in Simulated Office Work.” European Journal of Applied Physiology 111 (7): 1497–1505. doi:10.1007/s00421-010-1776-0.
   PubMed Web of Science ®Google Scholar
• Tarvainen, Mika P., Juha Pekka Niskanen, Jukka A. Lipponen, Perttu O. Ranta-aho, and Pasi A. Karjalainen. 2014. “Kubios HRV - Heart Rate Variability Analysis Software.” Computer Methods and Programs in Biomedicine 113 (1): 210–220. doi:10.1016/j.cmpb.2013.07.024.
   PubMed Web of Science ®Google Scholar
• Tharion, Elizabeth, Sangeetha Parthasarathy, and Nithya Neelakantan. 2009. “Short-Term Heart Rate Variability Measures in Students during Examinations.” The National Medical Journal of India 22 (2): 63–66.
   PubMed Web of Science ®Google Scholar
• Thiffault, Pierre, and Jacques Bergeron. 2003. “Monotony of Road Environment and Driver Fatigue: A Simulator Study.” Accident Analysis and Prevention 35 (3): 381–391. doi:10.1016/S0001-4575(02)00014-3.
   PubMed Web of Science ®Google Scholar
• Traina, M, A Gataldo, F Galullo, and G Russo. 2011. “Effects of Anxiety due to Mental Stress on Heart Rate Variability in Healthy Subjects.” Minerva Psichiatrica 52 (4): 227–231. http://www.researchgate.net/publication/232251193_Effects_of_anxiety_due_to_mental_stress_on_heart_rate_variability_in_healthy_subjects/file/3deec51d5911eb0d02.pdf.
   Google Scholar
• Transport Accident Commission. 2017. “Fatigue Statistics.” http://www.tac.vic.gov.au/road-safety/statistics/summaries/fatigue-statistics.
   Google Scholar