Estimating core body temperature based on human thermal model using wearable sensors

Monitoring body core temperature is important to prevent heat stroke. Core temperature is often measured as rectal or tympanic temperature which is difficult to monitor during activities. In this paper, we propose a method to estimate core temperature based on the two-node human thermal model by using wearable sensors. For accurate estimation, infeasible sets of parameter values representing individual differences are filtered by comparing sensor measurements and simulation results based on the two-node model. The real experiments with 7 subjects have revealed that the proposed method achieves --0.07°C error in core temperature estimation for 60 minute walking.

[1]  A. Gagge,et al.  Experimental evaluation of standard effective temperature a new biometeorological index of man's thermal discomfort , 1974, International journal of biometeorology.

[2]  A. P. Gagge,et al.  An Effective Temperature Scale Based on a Simple Model of Human Physiological Regulatiry Response , 1972 .

[3]  G. Cavagna,et al.  Mechanical work and efficiency in level walking and running , 1977, The Journal of physiology.

[4]  Satoru Takada,et al.  Thermal model of human body fitted with individual characteristics of body temperature regulation , 2009 .

[5]  Hannes Hettling,et al.  Simulating the physiology of athletes during endurance sports events: modelling human energy conversion and metabolism , 2011, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[6]  educhenin Heat-waves: risks and responses , 2010 .

[7]  J D Montagu,et al.  Mechanism and measurement of the galvanic skin response. , 1966, Psychological bulletin.

[8]  Ryozo Ooka,et al.  Improvement of sweating model in 2-Node Model and its application to thermal safety for hot environments , 2010 .

[9]  S. Tanabe,et al.  Evaluation of thermal comfort using combined multi-node thermoregulation (65MN) and radiation models and computational fluid dynamics (CFD) , 2002 .

[10]  James D. Hardy,et al.  The technic of measuring radiation and convection , 1938 .

[11]  Yoram Epstein,et al.  Thermal comfort and the heat stress indices. , 2006, Industrial health.

[12]  T. Noakes,et al.  Prediction of energy expenditure from heart rate monitoring during submaximal exercise , 2005, Journal of sports sciences.

[13]  Jan A. J. Stolwijk,et al.  A mathematical model of physiological temperature regulation in man , 1971 .

[14]  A. Gagge,et al.  Moisture Permeation of Clothing : A Factor Governing Thermal Equilibrium and Comfort , 1973 .