A Hybrid RSS+AOA Indoor Positioning Algorithm Based on Visible Light Communication

R. Othman, A. Gaafar, L. Muaaz, M. Elsayed
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引用次数: 5

Abstract

Light Emitting Diodes (LEDs) were largely utilized as a means for illumination. Taking advantage of LEDs illumination to transmit information through visible light allow for the up-rise of Visible Light Communication (VLC) as a common approach to wireless indoor navigation. Traditional indoor positioning algorithms are usually built on radio signals but they can be a subject of interference due to their capability of permeating walls. In contrast, having VLC enforced in indoor positioning allow for the advantage of absent electromagnetic interference and greater accuracy. In the following paper, received signal strength and angle of arrival techniques are joined to form a hybrid algorithm to locate the remote receiver position. Unique frequency address (F-ID) is used to modulate the LED transmitters so that inter-cell interference is overcome. To gauge the position of the receiver, Weighted Least Squares (WLS) methods are acquired. The paper verifies that using RSS and AOA methods is sufficient and more accurate in comparison to only range-based methods by resulting in a 0.50 cm mean location error.
基于可见光通信的混合RSS+AOA室内定位算法
发光二极管(led)被广泛用作照明手段。利用led照明通过可见光传输信息,使得可见光通信(VLC)成为无线室内导航的常用方法。传统的室内定位算法通常建立在无线电信号的基础上,但由于其穿透墙壁的能力,它们可能受到干扰。相比之下,在室内定位中强制使用VLC可以避免电磁干扰和更高的精度。本文将接收信号强度和到达角技术结合,形成一种混合算法来定位远端接收机位置。使用唯一频率地址(F-ID)来调制LED发射机,以克服单元间干扰。为了测量接收机的位置,采用加权最小二乘(WLS)方法。通过平均定位误差为0.50 cm,与仅基于距离的方法相比,本文验证了使用RSS和AOA方法是足够的,并且更准确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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