利用MIMO阵列和数字空间滤波器跟踪固定可见光的定位系统

IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC IEICE Communications Express Pub Date : 2024-11-12 DOI:10.23919/comex.2024XBL0145
Wataru Imajuku;Takanori Matsuzaki
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引用次数: 0

摘要

本文提出了一种采用新开发的多输入多输出(MIMO)信道模型算法的到达角(AOA)可见光室内位置跟踪器。位置跟踪器利用室内照明灯和光电二极管(PD)阵列。附着在PD阵列输出端的自适应数字空间滤波器执行MIMO信号处理并分解从同时输入到PD阵列的不同照明光源接收的光信号。位置跟踪器然后估计每个光信号到达的角度,最后估计它的位置。这封信演示了一个位置跟踪器与自适应数字滤波器调谐最小均方(LMS)算法,并评估其定位误差性能。实验结果表明,在尺寸为1.75\ × 2\ × 2\ \mathrm{m}$的室内环境下,定位误差低至0.05 m。
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Positioning System with MIMO Array and Digital Spatial Filter that Tracks Fixed Visible Lights
This letter proposes a visible light indoor position tracker employing a newly developed Angle of Arrival (AOA) with Multiple Input Multiple Output (MIMO) channel model algorithm. The position tracker utilizes indoor illumination lights and a photodiode (PD) array. An adaptive digital spatial filter attached to the output of the PD array performs MIMO signal processing and decomposes the light signals received from different illumination light sources that are simultaneously input to the PD array. The position tracker then estimates the angle of arrival of each light signal and finally its position. This letter demonstrates a position tracker with an adaptive digital filter tunning the Least Mean Square (LMS) algorithm and evaluates its positioning error performance. Experiments show excellent performance as the positioning errors were as low as 0.05 m in an indoor environment with dimensions of $1.75\times 2\times 2\ \mathrm{m}$ .
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来源期刊
IEICE Communications Express
IEICE Communications Express ENGINEERING, ELECTRICAL & ELECTRONIC-
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33.30%
发文量
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