基于led的室内定位算法的最佳波束半径

Manisha Ajmani, S. Sinanović, T. Boutaleb
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引用次数: 9

摘要

室内定位系统有可能复制室外定位系统的成功,但由于目前用于室内定位的昂贵和不太精确的技术,它们还不能起飞。基于led的可见光通信(VLC)系统可以解决这一问题,但由于复杂的算法和未优化的参数值,期望的精度尚未达到。本研究解决了导致VLC系统精度降低的重叠光辐射区域问题,并提出了一种算法,当设备接收来自多个发射led的信号时,可以准确地确定设备相对于预定位led的位置。为了验证OBRIP算法的精度,通过室内定位系统对设备均匀分布在房间内的多个可能位置进行仿真,计算位置估计误差。此外,从模拟中,计算了给定阵列中led数量的光束半径的最佳值,以及不同房间形状阵列中相邻led之间的间隔。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal beam radius for LED-based indoor positioning algorithm
Indoor positioning systems have the potential to replicate the success of outdoor positioning systems, but owing to the expensive and less accurate technology currently available for indoor positioning, they have not been able to take-off. LED-based Visible Light Communication (VLC) systems can solve this problem, but owing to complex algorithms and unoptimized parameter values the desired accuracy has not yet been achieved. This research addresses the problem of overlapping light radiation regions, which leads to lower accuracy in a VLC system, and proposes an algorithm to accurately determine the position of a device with respect to pre-positioned LEDs when it is receiving signal from multiple transmitting LEDs. To check the accuracy of this Optimal Beam Radius Indoor Positioning (OBRIP) algorithm numerous possible positions of a device uniformly distributed in a room with an indoor positioning system have been simulated to calculate the error in position estimation. Also, from the simulations, optimal values for beam radius, for a given number of LEDs in an array, separation between adjacent LEDs in an array for different room shapes has been calculated.
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