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بیست و نهمین کنفرانس مهندسی برق ایران
Large Scale Indoor VLC Positioning Using Image Sensor with Limited Field of View
نویسندگان :
Arezoo Kabiri
1
Foroogh Sadat Tabataba
2
1- دانشگاه صنعتی اصفهان
2- دانشگاه صنعتی اصفهان
کلمات کلیدی :
Angle difference of arrival, large scale environment, indoor positioning, image processing, visible light communication.
چکیده :
As global positioning system (GPS) has failed in indoor environments, numerous technologies are proposed to obtain better indoor positioning system performance. One of these technologies is based on visible light communication (VLC), which has become popular due to its benefits. This technique has shown significant advantages, including cost efficiency, long lifetime and good environmental friendliness. In this paper, we use VLC positioning based on the angle difference of arrival (ADOA) to estimate the position of people or devices in a large scale indoor environment using least square method. Two different placements for light-emitting diodes (LEDs) are considered. Assuming practical limited field of view (FOV) for the user's camera, part of LEDs in the image plane can be observed. Thus, we propose a simple method to find the position of users using the cross-correlation between the reference images and the user image. This approach reduces the search region. Simulation results show that, this method can achieve an average error of 32 cm in a 12m⨯12m⨯5.5m space in a 4X-shape LED placement, and in a checkered LED placement the average error is about 38 cm in a same size room.
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بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.3