Cooperative fall detection using Doppler radar and array sensor

Jihoon Hong, Shoichiro Tomii, Tomoaki Ohtsuki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

Abstract

Doppler radar-based fall detection has been attractive due to its low cost and high detection performance. However, fall detection based on Doppler signatures is affected by the spatial variance due to the multipath and non-line-of-sight (NLOS) effects, which has been one of the key issues for detection performance in current Doppler radar-based systems. Moreover, the drawbacks of Doppler radar are the limited measurement range and sensitivity to the target's falling directions. In this paper, we present a cooperative fall detection system that uses a Doppler radar and an array sensor which can be used even for multipath and NLOS environments. We analyze the impact of Doppler signatures in multipath and NLOS environments and account for undesirable Doppler measurements. We use the temporal-spatial characteristics of the signals using an array sensor and propose a novel fall detection system, which cooperates with the Doppler radar to enhance fall detection performance in multipath and NLOS environments. We evaluate the proposed system performance in a typical laboratory environment in LOS and NLOS conditions. The experimental results show that the proposed system reduces the false alarm rate and improves true positive rate. Moreover, our proposed system can significantly enhance the fall detection accuracy compared with the corresponding only Doppler radar-based approach.

Original languageEnglish
Title of host publicationIEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
Pages3492-3496
Number of pages5
DOIs
Publication statusPublished - 2013
Event2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2013 - London, United Kingdom
Duration: 2013 Sep 82013 Sep 11

Other

Other2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2013
CountryUnited Kingdom
CityLondon
Period13/9/813/9/11

Fingerprint

Doppler radar
Sensor arrays
Costs

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Hong, J., Tomii, S., & Ohtsuki, T. (2013). Cooperative fall detection using Doppler radar and array sensor. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC (pp. 3492-3496). [6666753] https://doi.org/10.1109/PIMRC.2013.6666753

Cooperative fall detection using Doppler radar and array sensor. / Hong, Jihoon; Tomii, Shoichiro; Ohtsuki, Tomoaki.

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2013. p. 3492-3496 6666753.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hong, J, Tomii, S & Ohtsuki, T 2013, Cooperative fall detection using Doppler radar and array sensor. in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC., 6666753, pp. 3492-3496, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2013, London, United Kingdom, 13/9/8. https://doi.org/10.1109/PIMRC.2013.6666753
Hong J, Tomii S, Ohtsuki T. Cooperative fall detection using Doppler radar and array sensor. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2013. p. 3492-3496. 6666753 https://doi.org/10.1109/PIMRC.2013.6666753
Hong, Jihoon ; Tomii, Shoichiro ; Ohtsuki, Tomoaki. / Cooperative fall detection using Doppler radar and array sensor. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2013. pp. 3492-3496
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