TY - JOUR
T1 - Effective trilateration-based indoor localization method utilizing active control of lighting devices
AU - Moriya, Kazuki
AU - Fujimoto, Manato
AU - Arakawa, Yutaka
AU - Yasumoto, Keiichi
N1 - Funding Information:
This work was partly supported JP16K00126, and JP19H05665.
Funding Information:
This work was partly supported by JSPS KAKENHI Grant Numbers JP16H01721, JP16K00126, and JP19H05665.
Publisher Copyright:
© MYU K.K.
PY - 2020
Y1 - 2020
N2 - In this paper, we propose a novel trilateration-based indoor localization method utilizing active control of lighting devices. The proposed method estimates the position of a target for measurement by utilizing a trilateration method based on the distances between the target and lighting devices calculated from the illuminance value obtained by active control. The active control involves turning on lighting devices newly installed in the target area one by one. Our method has three key ideas. The first is to remove the effect of light sources other than the lighting equipment used for localization by utilizing only the difference between the illuminance values obtained before and after turning on each lighting device. The second is to remove the influence of a human shadow by utilizing three lighting devices used for localization selected from four lighting devices newly installed in the target area. The third is to accurately estimate the position of a target by introducing a distance-illuminance model that can calculate the distance between an illuminance sensor and a lighting device accurately. To show the effectiveness of the proposed method, we conducted evaluation experiments. It was found that the proposed method can estimate the position of a target with approximately 1 m error on average.
AB - In this paper, we propose a novel trilateration-based indoor localization method utilizing active control of lighting devices. The proposed method estimates the position of a target for measurement by utilizing a trilateration method based on the distances between the target and lighting devices calculated from the illuminance value obtained by active control. The active control involves turning on lighting devices newly installed in the target area one by one. Our method has three key ideas. The first is to remove the effect of light sources other than the lighting equipment used for localization by utilizing only the difference between the illuminance values obtained before and after turning on each lighting device. The second is to remove the influence of a human shadow by utilizing three lighting devices used for localization selected from four lighting devices newly installed in the target area. The third is to accurately estimate the position of a target by introducing a distance-illuminance model that can calculate the distance between an illuminance sensor and a lighting device accurately. To show the effectiveness of the proposed method, we conducted evaluation experiments. It was found that the proposed method can estimate the position of a target with approximately 1 m error on average.
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U2 - 10.18494/SAM.2020.2613
DO - 10.18494/SAM.2020.2613
M3 - Review article
AN - SCOPUS:85103922736
SN - 0914-4935
VL - 32
SP - 625
EP - 650
JO - Sensors and Materials
JF - Sensors and Materials
IS - 2
ER -