Challenges and Potential Solutions of Psychophysiological State Monitoring with Bioradar Technology

Author:

Anishchenko LesyaORCID

Abstract

Psychophysiological state monitoring provides a promising way to detect stress and accurately assess wellbeing. The purpose of the present work was to investigate the advantages of utilizing a new unobtrusive multi-transceiver system on the accuracy of remote psychophysiological state monitoring by means of a bioradar technique. The technique was tested in laboratory conditions with the participation of 35 practically healthy volunteers, who were asked to perform arithmetic and physical workload tests imitating different types of stressors. Information about any variation in vital signs, registered by a bioradar with two transceivers, was used to detect mental or physical stress. Processing of the experimental results showed that the designed two-channel bioradar can be used as a simple and relatively easy approach to implement a non-contact method for stress monitoring. However, individual specificity of physiological responses to mental and physical workloads makes the creation of a universal stress-detector classifier that is suitable for people with different levels of stress tolerance a challenging task. For non-athletes, the proposed method allows classification of calm state/mental workload and calm state/physical workload with an accuracy of 89% and 83% , respectively, without the usage of any additional a priori information on the subject.

Funder

Russian Foundation for Basic Research

Publisher

MDPI AG

Subject

Clinical Biochemistry

Reference36 articles.

1. The Evolution of the stress concept. The originator of the concept traces its development from the discovery in 1936 of the alarm reaction to modern therapeutic applications of syntoxic and catatoxic hormones;Selye;Am. Sci.,1973

2. Stress and Distress;Selye;Compr. Ther.,1975

3. Stress and cardiovascular disease

4. Psychosocial risk factors for coronary heart disease;Colquhoun;Med. J. Aust.,2013

5. Effects of Chronic Social Stress on Obesity

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