IEEE Consumer Electronics Magazine - October 2016 - 55

[10] J. Herbert, "Fortnightly review: Stress, the brain, and mental illness," British Medical J., vol. 315, no. 7107, pp. 530-535, Aug. 1997.
[11] C. R. Jack, Jr., R. C. Peterson, Y. C. Xu, P. C. O'Brien, G. E.
Smith, R. J. Ivnik, B. F. Boeve, S. C. Waring, E. G. Tangalos, and E.
Komen, "Prediction of AD with MRI-based hippocampal volume in
mild cognitive impairment," Neurology, vol. 52, no. 7, pp. 1397-1403,
Apr. 1999.
[12] G. A. Marshall, D. M. Rentz, M. T. Frey, J. J. Locascio, K. A. Johnson, R. A. Sperling, and Alzheimer's Disease Neuroimaging Initiative,
"Executive function and instrumental activities of daily living in mild
cognitive impairment and Alzheimer's disease," Alzheimers Dement.,
vol. 7, no. 3, pp. 300-308, May 2011.
[13] D. E. Barnes, G. S. Alexopoulos, O. L. Lopez, J. D. Williamson, and
K. Yaffe, "Depressive symptoms, vascular disease, and mild cognitive
impairment: Findings from the Cardiovascular Health Study," Arch. Gen.
Psychiatry, vol. 63, no. 3, pp. 273-279, Mar. 2006.
[14] Y. Shah, E. G. Tangalos, and R. C. Petersen, "Mild cognitive impairment: When is it a precursor to Alhzeimer's disease?," Geriatrics, vol.
55, no. 9, pp. 62-68, Sept. 2000.
[15] E. Andreou, E. C. Alexopoulos, C. Lionis, L. Vavogle, C. Gnardellis, G. P. Chrousos, and C. Darviri, "Perceived stress scale: Reliability
and validity study in Greece," Int. J. Environ. Res. Public Health, vol. 8,
no. 8, pp. 3287-3298, 2011.
[16] E. Russell, G. Koren, M. Rieder, and S. Van Uum, "Hair cortisol as
a biological marker of chronic stress: Current status, future directions
and unanswered questions," Psychoneuroendocrinology, vol. 37, no. 5,
pp. 589-601, May 2012.
[17] D. H. Hellhammer, S. Wüst, and B. M. Kudielka, "Salivary cortisol
as a biomarker in stress research," Psychoneuroendocrinology, vol. 34,
no. 2, pp. 163-171, Feb. 2009.
[18] R. K. Dishman, Y. Nakamura, M. E. Garcia, R. W. Thompson, A.L.
Dunn, and S.N. Blair, "Heart rate variability, trait anxiety, and perceived
stress among physically fit men and women," Int. J. Psychophysiol., vol.
37, no. 2, pp. 121-133, Aug. 2000.
[19] P. E. Bonoris, P. S. Greenberg, M. J. Castellanet, and M. H. Ellestad,
"Significance of changes in R wave amplitude during treadmill stress
testing: Angiographic correlation," Am. J. Cardiol., vol. 41, no. 5, pp.
846-851, May 1978.
[20] B. F. Robinson, S. E. Epstein, G. D. Beiser, and E. Braunwald,
"Control of heart rate by the autonomic nervous system: Studies in man
on the interrelation between baroreceptor mechanisms and exercise,"
Circ. Res., vol. 19, no. 2, pp. 400-411, Aug. 1996.
[21] N. Karim, J. A. Hasan, and S. S. Ali, "Heart rate variability-A
review," J. Basic Appl. Sci., vol. 7, no. 1, pp. 71-77, 2011.
[22] M. J. Reed, C. E. Robertson, and P. S. Addison, "Heart rate variability measurements and the prediction of ventricular arrhythmias," QJM.,
vol. 98, no. 2, pp. 87-95, Feb. 2005.
[23] E. Peper, R. Harvey, I. -M. Lin, H. Tylova, and D. Moss, "Is there
more to blood volume pulse than heart rate variability, respiratory sinus
arrhythmia, and cardio-respiratory synchrony?," Biofeedback, vol. 35, no.
2, pp. 54-61, 2007.
[24] Psychlab. Skin conductance explained. [Online]. Available: http://
www.psychlab.com/SC_explained.html
[25] iMotions. What is GSR (galvanic skin response) and how does it
work? [Online]. Available: https://imotions.com/blog/gsr/
[26] A. Kistler, C. Mariauzouls, and K. von Berlepsch, "Fingertip temperature as an indicator for sympathetic responses," Int. J. Psychophysiol.,
vol. 29, no. 1, pp. 35-41, June 1998.
[27] B. Mittelmann and H. G. Wolf, "Emotions and skin temperature:
Observations on patients during psychotherapeutic (psychoanalytic)
interviews," Psychosom. Med., vol. 5, pp. 211-231, 1943.
[28] Harvard Health Publications. Understanding the stress response.
[Online]. Available: http://www.health.harvard.edu/staying-healthy/
understanding-the-stress-response
[29] D. W. Lincoln, "Correlation of unit activity in the hypothalamus
with EEG patterns associated with the sleep cycle," Exp. Neurol., vol. 24,
no. 1, pp. 1-18, May 1969.

[30] U. Lundberg, R. Kadefors, B. Melin, G. Palmerud, P. Hassmen, and
I. E. Dohns, "Psychophysiological stress and EMG activity of the trapezius muscle," Int. J. Behav. Med., vol. 1, no. 4, pp. 354-370, 1994.
[31] M. B. Popovi, "Sensing in Robotics and Biomechanics," in Biomechanics and Robotics. Boca Raton, FL: CRC Press, 2013, pp. 93-95.
[32] C. J. E. Wientjes, "Respiration in psychophysiology: Methods and
applications," Biol. Psychol., vol. 34, no. 2, pp. 179-203, Nov. 1992.
[33] P. Grossman and C. J.Wientjes, "Respiratory disorders: Asthma and
hyperventilation syndrome," in Handbook of Clinical Psychophysiology,
G. Turpin, Ed. Chichester, U.K.: Wiley, 1989.
[34] B. Padasdao and O. Boric-Lubecke, "Respiratory rate detection
using a wearable electromagnetic generator," in Proc. 2011 Annu. Int.
Conf. IEEE Eng. Med. Biol. Soc. (EMBC), pp. 3217-3220.
[35] J. S. Lerner, R. M. Gonzalez, R. E. Dahl, A. R. Hariri, and S. E.
Taylor, "Facial expressions of emotion reveal neuroendocrine and cardiovascular stress responses," Biol. Psychiatry, vol. 58, no. 9, pp. 743-750,
Nov. 2007.
[36] A. Barreto, J. Zhai, and M. Adjouadi, "Non-intrusive physiological
monitoring for automated stress detection in human-computer interaction," in Human Computer Interaction. Heidelberg: Springer, 2007,
pp. 29-38.
[37] M. Haak, S. Bos, S. Panic, and L. J. M. Rothkrantz, "Detecting
stress using eye blinks and brain activity from EEG signals," in Proc.
First Driver Car Interaction and Interface (DCII), 2008, pp. 35-60.
[38] T. Partala and V. Surakka, "Pupil size variation as an indication of
affective processing," Int. J. Human-Computer Studies, vol. 59, no. 1-2,
pp. 185-198, July 2003.
[39] J. A. Healey and R. W. Picard, "Detecting stress during real-world
driving tasks using physiological sensors," IEEE Trans. Intelligent Transportation Syst., vol. 6, no. 2, pp. 156-166, June 2005.
[40] U. R. Acharya, J. K. Paul, N. Kannathal, C. M. Lim, and J. S. Suri,
"Heart rate variability: A review," Med. Biol. Eng. Comput., vol. 44, no.
12, pp. 1031-1051, Dec. 2006.
[41] Klabunde, R. E. Electrocardiogram leads. [Online]. Available: http://
www.cvphysiology.com/Arrhythmias/A013.htm
[42] Klabunde, R. E. Electrocardiogram standard limb leads (bipolar).
[Online]. Available: http://www.cvphysiology.com/Arrhythmias/A013a.htm
[43] BIOPAC. BioNomadix 2Ch wireless ECG amplifier. [Online]. Available: http://www.biopac.com/product/bionomadix-2ch-ecg-amplifier/
[44] BIOPAC. BioNomadix wireless PPG and EDA amplifier. [Online].
Available: http://www.biopac.com/product/bionomadix-ppg-and-edaamplifier/
[45] K. J. Heilman, M. Handelman, G. Lewis, and S. W. Porges, "Accuracy of the StressEraser in the detection of cardiac rhythms," Appl. Psychophysiology Biofeedback, vol. 33, no. 2, pp. 83-89, June 2008.
[46] Shimmer Sensing. Consensys ECG development kits. [Online].
Available: http://www.shimmersensing.com/shop/ecg-development-kit
[47] Shimmer Sensing. EMOTIV EPOC+ 14 channel mobile EEG.
[Online]. Available: http://emotiv.com/epoc/
[48] Advance Brain Monitoring. B-Alert X10 EEG headset system.
[Online]. Available: http://www.advancedbrainmonitoring.com/xseries/x10/
[49] BioSemi. Consensys ECG development kits. [Online]. Available:
http://www.biosemi.com/products.htm
[50] R. Horlings, D. Datcu, and L. J. Rothkrantz, "Emotion recognition
using brain activity," in Proc. Ninth Int. Conf.Comput. Syst. and Technology and Workshop for Ph.D. Students Computing, New York, June 2008.
pp. 6-142.
[51] Trans Cranial Technologies Ltd. 10/20 System Positioning Manual.
Wanchai, Hong Kong: Trans Cranial Technologies Ltd.
[52] A. J. Ries, J. Touryan, J. Vettel, K. McDowell, and W. D. Hairston,
"A comparison of electroencephalography signals acquired from conventional and mobile systems," J. Neurosci. Neuroengineering, vol. 3, no. 1,
pp. 10-20, Feb. 2014.
[53] K. W. Whitaker and W. D. Hairston. Assessing the minimum number
of synchronization triggers necessary for temporal variance compensation
in commercial electroencephalography (EEG) systems. [Online]. Available: http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA568650.

OCTOBER 2016

^

IEEE Consumer Electronics Magazine

55
http://http:// http://www.cvphysiology.com/Arrhythmias/A013.htm http://www.cvphysiology.com/Arrhythmias/A013a.htm http://www.biopac.com/product/bionomadix-2ch-ecg-amplifier/ http://www.biopac.com/product/bionomadix-ppg-and-eda http://www.shimmersensing.com/shop/ecg-development-kit http://www.emotiv.com/epoc/ http://www.advancedbrainmonitoring.com/xseries/x10/ http://http:// http://www.psychlab.com/SC_explained.html http://www.biosemi.com/products.htm https://www.imotions.com/blog/gsr/ http://www.health.harvard.edu/staying-healthy/ http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA568650
Table of Contents for the Digital Edition of IEEE Consumer Electronics Magazine - October 2016
