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A 3-D high accuracy positioning system based on visible light communication with novel positioning algorithm

机译:一种基于可见光通信与新型定位算法的三维高精度定位系统

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摘要

A novel indoor positioning system (IPS) with high positioning precision, based on visible light communication (VLC), is proposed and demonstrated with the dimensions of 100 cmx118.5 cmx128.7 cm. The average positioning distance error is 1.72 cm using the original 2-D positioning algorithm. However, at the corners of the test-bed, the positioning errors are relatively larger than other places. Thus, an error correcting algorithm (ECA) is applied at the corners in order to improve the positioning accuracy. The average positioning errors of four corners decrease from 3.67 cm to 1.55 cm. Then, a 3-D positioning algorithm is developed and the average positioning error of 1.90 cm in space is achieved. Four altitude levels are chosen and on each receiver plane with different heights, four points are picked up to test the positioning error. The average positioning errors in 3-D space are all within 3 cm on these four levels and the performance on each level is similar. A random track is also drawn to show that in 3-D space, the positioning error of random point is within 3 cm.
机译:提出了一种基于可见光通信(VLC)的高定位精度的新型室内定位系统(IPS),并呈现100cmx118.5cmx128.7cm的尺寸。使用原始的2-D定位算法,平均定位距离误差为1.72cm。然而,在测试床的角落处,定位误差比其他地方相对大。因此,在角落处施加纠错算法(ECA),以提高定位精度。四个角度的平均定位误差从3.67厘米到1.55厘米降低。然后,开发了3-D定位算法,实现了1.90厘米的空间中的平均定位误差。选择四个高度水平,并在具有不同高度的每个接收器平面上,拾取四个点以测试定位误差。这四个级别的3-D空间中的平均定位误差在3厘米内,每个级别的性能相似。还绘制随机轨道以显示在三维空间中,随机点的定位误差在3cm内。

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