Data Analysis and Consideration of Radar-Based Contactless Biometrics Monitoring Testbed for Single Elderly Households 


Vol. 46,  No. 6, pp. 1056-1064, Jun.  2021
10.7840/kics.2021.46.6.1056


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  Abstract

To provide healthcare services for single elderly households, it is necessary to deploy an environment that can monitor their biometric information. A radar-based contactless biometrics monitoring system is considered one of the possible solutions for monitoring single elderly households due to its convenience and cost-efficiency. This paper performs data analysis of radar-based contactless biometrics monitoring testbed for single elderly households with 51 participants and anticipates their activities based on the measured biometric information. Based on the dataset, the features and the characteristics are analyzed, and well-known machine learning techniques are applied to anticipate the activities of participants. Besides, with the results, it is considered that the significances and the limitations of the radar-based contactless biometric monitoring system for single elderly households.

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  Cite this article

[IEEE Style]

H. Oh, J. Yu, C. J. Jung, J. K. Choi, "Data Analysis and Consideration of Radar-Based Contactless Biometrics Monitoring Testbed for Single Elderly Households," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 6, pp. 1056-1064, 2021. DOI: 10.7840/kics.2021.46.6.1056.

[ACM Style]

Hyeontaek Oh, Jongmin Yu, Chang Jin Jung, and Jun Kyun Choi. 2021. Data Analysis and Consideration of Radar-Based Contactless Biometrics Monitoring Testbed for Single Elderly Households. The Journal of Korean Institute of Communications and Information Sciences, 46, 6, (2021), 1056-1064. DOI: 10.7840/kics.2021.46.6.1056.

[KICS Style]

Hyeontaek Oh, Jongmin Yu, Chang Jin Jung, Jun Kyun Choi, "Data Analysis and Consideration of Radar-Based Contactless Biometrics Monitoring Testbed for Single Elderly Households," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 6, pp. 1056-1064, 6. 2021. (https://doi.org/10.7840/kics.2021.46.6.1056)

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pISSN : 1226 - 4717
eISSN : 2287 - 3880