Human Emotional State Estimation Evaluation using Heart Rate Variability and Activity Data

2020 ◽  
Author(s):  
Felix Yustian Setiono ◽  
Armagan Elibol ◽  
Nak- Young Chong
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
State Estimation ◽  
Emotional State ◽  
Activity Data

Portable Device for Bi-emotional State Identification Using Heart Rate Variability

2006 ◽  
pp. 528-536 ◽  
Author(s):  
Sun K. Yoo ◽  
ChungKi Lee ◽  
GunKi Lee ◽  
ByungChae Lee ◽  
KeeSam Jeong ◽  
...  
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Emotional State ◽  
Portable Device ◽  
State Identification

scholarly journals Stress and Strain among Seafarers Related to the Occupational Groups

2019 ◽  
Vol 16 (7) ◽  
pp. 1153 ◽  
Author(s):  
Marcus Oldenburg ◽  
Hans-Joachim Jensen
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Energy Expenditure ◽  
Occupational Group ◽  
Stress And Strain ◽  
Occupational Groups ◽  
Activity Data ◽  
Short Sleep ◽  
Work Related ◽  
Specific Health

The present study analyses whether the stress and strain experienced by seafarers differ between the various occupational groups on board container ships. In a maritime field study, 323 sailors on 22 container ships were asked to complete a questionnaire and were biometrically surveyed. In addition, a survey of energy expenditure and heart rate (variability) was carried out with the SenseWear® armband monitor and the Polar RS800 watch, respectively. The activity data objectively collected by the armband monitor showed an average sleep duration of 5.0 h per day, with particularly short sleep episodes amongst nautical officers. This occupational group also significantly more frequently reported sleep deficits (67%). The highest work-related energy expenditure per day was among the deck ratings (801 kcal), followed by the engine room personnel (777 kcal), and finally the nautical officers (568 kcal). The last-mentioned group, who were also the most likely to experience mental stress in the workplace, had the lowest heart rate variability compared to the other occupational groups. The average working time was the only stress parameter that correlated significantly negatively with the heart rate variability (r = −0.387; p = 0.002). Overall, job-related stressors of seafarers on board should be objectified in further studies and occupational group-specific health promotion programmes should be developed.

scholarly journals Heart rate variability and emotional state dynamics in zumba class

2021 ◽  
Vol 7 (3B) ◽  
pp. 239-249
Author(s):  
Valeriia A. Demareva ◽  
Tatiana V. Mayasova ◽  
Svetlana A. Zaitseva ◽  
Elena G. Gutsu ◽  
Nadezhda N. Demeneva ◽  
...  
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Research Methods ◽  
Emotional State ◽  
Research Question ◽  
Practical Significance ◽  
Empirical Research Methods ◽  
Fitness Training ◽  
Diagnostic Technologies ◽  
Control Functional

The relevance of the research question arises from the need to assess the safety and benefits of Zumba®Fitness classes as well as from the lack of diagnostic and methodological tools to plan the training and predict fitness outcomes. The aim of this article was to examine heart rate variability (HRV) and emotional disadaptation (ED) during Zumba®Fitness classes. Wireless cardiointervalography as well as the LED (level of emotional disadaptation) test were used as empirical research methods. The paper showed the effect of Zumba®Fitness on HRV, as well as on LED. Practical significance: The current study proves the necessity to control functional stateduring fitness training, which is an important factor in planning the training process and predicting its results. At the same time, good results of fitness training require the use of modern diagnostic technologies based on objective research methods.

scholarly journals Fear and loathing in VR: the emotional and physiological effects of immersive games

2021 ◽  
Author(s):  
Jeroen S. Lemmens ◽  
Monika Simon ◽  
Sindy R. Sumter
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Virtual Reality ◽  
Emotional State ◽  
Physiological Responses ◽  
First Person ◽  
Physiological Effects ◽  
Lower Heart Rate ◽  
Sense Of Presence ◽  
First Person Shooter

AbstractCompared to traditional screen-based media, virtual reality (VR) generally leads to stronger feelings of presence. The current study aimed to investigate whether playing games in VR resulted in a stronger sense of presence than playing on a TV, and whether these feelings of presence affected players’ emotional and physiological responses to the games. Two experiments were conducted among 128 students, comparing the effects of playing either a survival horror game (N = 59) or a first-person shooter (N = 69) on a TV or in VR on physiological and subjective fear, hostility and enjoyment. Results showed that playing games in VR resulted in a stronger sense of presence, lower heart rate variability and a stronger subjective sense of fear. The feeling of presence thereby mediated the effects of VR on fear. The effects of playing a first-person shooter in VR on hostility were mixed, and gaming in VR was not more enjoyable than on TV. Regardless of the type of game or display medium, hostility increased significantly post-play. This study provides evidence that commercial VR games can affect feelings of presence and the physiological and emotional state of players.

scholarly journals Dependence of Heart Rate Variability on Immersion in a Virtual Game and Change of Visual Content in the Flow of Virtual Reality

2021 ◽  
Author(s):  
Vasily Pyatin ◽  
Arseny Videnin ◽  
Olga Maslova ◽  
Sergei Chaplygin ◽  
Sergey Rovnov
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Virtual Reality ◽  
Virtual Environments ◽  
Physical Environment ◽  
Emotional State ◽  
Emotional Arousal ◽  
Emotional Needs ◽  
Immersive Environment ◽  
Made In

ABSTRACTA modern person constantly changes the environment of his mental activity, moving real into an immersive environment, for example, from the surrounding reality to the information environment of a smartphone and back. This kind of transition is needed to satisfy many of the cognitive and emotional needs of people. The transition from a real physical environment to virtual reality (VR) with the help of a special headset, for example, the Oculus Rift or HTC vive, occurs less often, causing less frequent emotional state. If at the same time the emotional state of a person is investigated, then, as a rule, the manifestation of heart rate variability (HRV) is used as an indicator. However, there are relatively few studies in the literature on physiological responses using HRV during the perception of VR content. The results of such studies are extrapolated to data evoked in HRV manifestations by stimuli of real and virtual environments. We studied HRV in 55 participants while they were in the flow of VR content of different dynamics. The results were analyzed by statistically testing the hypothesis of the effect of VR immersion and the effect of transitions between realities on HRV manifestations, as well as the effect of VR flow dynamics on HRV. The results showed that the perception of the VR flow and the content transitions made in it determine the change in HRV in the form of such parameters as LF and the Baevsky Index, which can be considered as markers of immersion in VR. An increase in emotional arousal with sequential participation in virtual games in one virtual stream determines the manifestations of HRV - HR, Moda and PAR.The results contribute to understanding the possibilities of using VR technology to recognize emotions during the transition between the natural environment and VR, as well as to determine the level of emotional arousal when immersed in the changing flow of virtual content. These studies are important for the study of the psychology of emotions in the VR flow paradigm.

scholarly journals Remote heart rate variability for emotional state monitoring

2018 ◽  
Author(s):  
Yannick Benezeth ◽  
Peixi Li ◽  
Richard Macwan ◽  
Keisuke Nakamura ◽  
Randy Gomez ◽  
...  
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Emotional State ◽  
State Monitoring

scholarly journals Heart Rate Variability in Patients with Rheumatoid Arthritis

2013 ◽  
Vol 7 (2) ◽  
pp. 78-82 ◽  
Author(s):  
Kawser Jahan ◽  
Noorzahan Begum ◽  
Sultana Ferdousi
Keyword(s):  
Rheumatoid Arthritis ◽  
Heart Rate ◽  
Heart Rate Variability ◽  
Time Domain ◽  
Cross Sectional Study ◽  
Autonomic Nerve ◽  
Nerve Function ◽  
Activity Data ◽  
Cross Sectional ◽  
Autonomic Nerve Function

Background: Altered cardiovascular autonomic nerve function with impaired sympathovagal balance is found in rheumatoid arthritis (RA). Heart Rate Variability (HRV) analysis is an important tool for assessment of autonomic nerve activity. Objective: To assess cardiac autonomic nerve function status in patients with Rheumatoid arthritis (RA) by time domain measures of HRV. Methods: This cross sectional study was conducted in the Department of Physiology, Bangabandhu Sheikh Mujib Medical University (BSMMU), Dhaka from January to December 2010. Sixty female RA patients, age range 18-50 years were constituted study group enrolled from the Out- patient Rheumatology Wing, Department of Medicine, BSMMU. Age matched thirty apparently healthy females were studied as control. Time domain measures of Heart Rate Variability (HRV) such as Mean RR intervals, Mean HR, SDNN, RMSSD, NN50% and PNN 50% were recorded for 5 minutes by a Polygraph machine to observe cardiac autonomic nerve function activity. Data were analyzed by independent sample t test. Results: Mean R-R interval, SDNN, RMSSD, PNN50%, NN50% were significantly lower (p<0.001) but heart rate was significantly (P<0.001) higher in rheumatoid arthritis patients. Conclusion: Cardiac autonomic nerve function is impaired and characterized by reduced resting parasympathetic activity in female Rheumatoid Arthritis patients. DOI: http://dx.doi.org/10.3329/jbsp.v7i2.14455 J Bangladesh Soc Physiol. 2012, December; 7(2): 78-82

Association of Heart Rate and Heart-Rate Variability with Scores on the Emotion Profile Index in Patients with Acute Coronary Heart Disease

1999 ◽  
Vol 84 (2) ◽  
pp. 433-442 ◽  
Author(s):  
Katija Čatipović-Veselica ◽  
Vjekoslav Amidžić ◽  
Josip Durijanček ◽  
Damir Kozmar ◽  
Miroslav Šram ◽  
...  
Keyword(s):  
Heart Rate ◽  
Coronary Heart Disease ◽  
Heart Rate Variability ◽  
Heart Disease ◽  
Hospital Admission ◽  
Unstable Angina ◽  
Hospital Discharge ◽  
Emotional State ◽  
Hospital Setting ◽  
Q Wave

We investigated the link between the eight basic emotions named by Plutchik and heart rate, heart-rate variability in the 114 patients, 86 men and 28 women ( M = 53.8 yr., SD = 8.0) with acute coronary heart disease during the initial 24-hr. stay in the coronary care unit and again at hospital discharge. Variability in heart rate was significantly positively associated with scores on Trust (the emotional state acceptance) at hospital admission and discharge in the patients with unstable angina and non-Q-wave infarction, on Aggression in the patients with unstable angina at hospital discharge and at hospital admission in the patients with non-Q-wave infarction. There was inverse relation on Timid (the emotional state fear) and Gregarious (joy) at hospital admission and on Distrust (disgust or rejection), Depressed (sadness), and Dyscontrol (impulsiveness) at hospital discharge in the patients with non-Q-wave infarction. There was no significant association between heart-rate variability and the scores on the Emotion Profile Index in the patients with anterior and posterior myocardial infarction. There was no statistically significant association between heart rate and scores on the Emotion Profile Index in the patients with acute coronary disease at hospital admission and discharge. Our results suggest psychological interventions that enhance emotional states represented by the Trust and Aggression scales and minimize those represented by Depressed, Dyscontrol, Timid, and Distrust scales could have a beneficial effect on cardiovascular function in the patients with unstable angina and non-Q-wave infarction in a hospital setting.

Heart rate variability predicts the emotional state in dogs

2016 ◽  
Vol 128 ◽  
pp. 108-112 ◽  
Author(s):  
Maki Katayama ◽  
Takatomi Kubo ◽  
Kazutaka Mogi ◽  
Kazushi Ikeda ◽  
Miho Nagasawa ◽  
...  
Keyword(s):  
Heart Rate ◽  
Heart Rate Variability ◽  
Emotional State
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