Fig. 1. 34 body parts for measurement
Fig. 2. Experimental apparatus and methods. (a) Biosensor array I. (b) Biosensor array Ⅱ. (c) Two-point discrimination. (d) Skin stretchability measurement
Fig. 3. Monitoring accuracy measurement. (a) TC sensor. (b) PPG sensor. (c) ECG sensor
Fig. 4. Body maps for monitoring accuracy. (a) TC sensor. (b) PPG sensor. (c) ECG sensor
Fig. 5. Body maps for convenience in use. (a) Hand accessibility. (b) Tactile perception
Fig. 6. Body maps for placement durability (a) Perspiration weight. (b) Skin stretchability
Fig. 7. Body maps for activity impedance (a) Physical contact in motion (b) Inter-electrode length
Fig. 8. Body maps for the distribution of position index, P. (a) Biosensor array I (TC+PPG). (b) Biosensor II (TC+ECG)
Table 1. Generalized formulas to calculate normalized indices for monitoring accuracy and operating robustness
Table 2. Measurement data and point for 34 parts in human body
참고문헌
- Development, Concepts and Doctrine Centre, "Future Force Concept," Ministry of Defence, London, pp. 9-11, 2017.
- Friedl, K. E., Buller, M. J., Tharion, W. J., Potter, A. W., Manglapus, G. L., and Hoyt, R. W., "Real Time Physiological Status Monitoring(RT-PSM) Accomplishments, Requirements, and Research Roadmap," United States Army Research Institute of Environmental Medicine Report, pp. 40-44, 2016.
- European Defence Agency, "Standard Architecture for Soldier Systems-Data Management and Infrastructure," pp. 1-7, 2017.
- Development, Concepts and Doctrine Centre, "Future Operating Environment 2035," Ministry of Defence, London, pp. 18-19, 2015.
- Soldier Systems An Industry Daily, 2015. "DSTL - Future Soldier Vision," http://soldiersystems.net/2015/09/29/dstl-future-soldier-vision/ (accessed December 1, 2018).
- Colin, Ritsick, 2019. "Ratnik 3 - Russia's Super Warrior," Military Machine, https://militarymachine.com/ratnik-3/ (accesses January 2, 2019).
- Lee, H.-W., Lee, J.-W., Jung, W.-G., and Lee, G.-K., “The Periodic Moving Average Filter for Removing Motion Artifacts from PPG Signals,” International Journal of Control, Automation, and Systems, Vol. 5, No. 6, pp. 701-706, 2007.
- Daubechies, I., “The Wavelet Transform, Time-Frequency Localization and Signal Analysis,” IEEE Transactions on Information Theory, Vol. 36, No. 5, pp. 961-1005, 1990. https://doi.org/10.1109/18.57199
- Johnson, K. O., and Phillips, J. R., “Tactile Spatial Resolution. I. Two-point Discrimination, Gap Detection, Grating Resolution, and Letter Recognition,” Journal of Neurophysiology, Vol. 46, No. 6, pp. 1177-1191, 1981. https://doi.org/10.1152/jn.1981.46.6.1177
- Smith, C. J., “Body Mapping of Sweating Patterns in Male Athletes in Mild Exercise-induced Hyperthermia,” European Journal of Applied Physiology, Vol. 111, No. 7, pp. 1391-1404, 2010. https://doi.org/10.1007/s00421-010-1744-8
- Pennes, H. H., "Analysis of Tissue and Arterial Blood Temperatures in the Resting Human Forearm," Journal of Applied Physiology, Vol. 1, No. 2 pp. 93-122, 1948. https://doi.org/10.1152/jappl.1948.1.2.93
- Ha, S. K., Park, S. H., Lim, H. C., Beak, S. H., Kim, D. K., and Yoon, S.-H., "Optimal Location of Wearable Biosensor for Individual Combat System," Proceedings of KIMST Annual Conference, pp. 1096 -1097, 2018.