利用可见光通信提高非视线通道室内定位系统精度

Brian Pamukti, K. Sujatmoko, Natasia Sekarning Tiyas
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引用次数: 1

摘要

使用发光二极管(LED)作为发射器的可见光通信(VLC),不仅具有照明和通信的功能,而且可以确定物体的位置。与利用卫星信号获取地球上物体坐标的全球定位系统(GPS)相比,VLC系统具有更高的精度。VLC系统可以检测较小尺寸物体的位置。接收信号强度(RSS)方法可用于确定对象坐标的位置。本研究比较了在不同发射机坐标下,使用视线(LOS)和非视线(NLOS)发射通道的三种场景下的定位误差和精度值。通过广泛的仿真,我们得到三种场景下通过LOS通道的平均最小定位误差值为7.62E-16 m,精度为99%。NLOS通道使用的三种场景中,第三种场景的平均最小定位误差值为0.20 m,精度值为99.42%。仿真结果表明,发射机坐标的位置影响定位误差值和精度值。具有最高精度值的发射机坐标为(2.25,2,3)、(-2,2.25,3)、(0.25,2.25,3)。
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Enhancement Accuracy for Indoor Positioning System on Non-Line of Sight Channel using Visible Light Communications
The Visible Light Communication (VLC) which uses Light Emitting Diode (LED) as a transmitter, not only functions for lighting and communication, but can determine the position of an object. The VLC system has higher accuracy compared to the Global Positioning System (GPS) system which uses satellite signals to obtain the coordinates of objects on earth. The VLC system can detect the position of objects of a smaller size. The Received Signal Strength (RSS) method can be used to determine the location of the object coordinates. This study has compared the results of the positioning error and accuracy values in three scenarios with different transmitter coordinates and using the Line of Sight (LOS) and Non-Line of Sight (NLOS) transmission channels. Using extensive simulation, we obtain that three scenarios through the LOS channel yields an average minimum positioning error value of 7.62E-16 meters with an accuracy of 99%. The three scenarios used in the NLOS channel have an average minimum positioning error value of 0.20 meters in the third scenario with an accuracy value of 99.42%. The simulation results show that the position of the transmitter coordinates affects the positioning error value and the accuracy value. The coordinates of the transmitter that have the highest accuracy value are (2.25,2,3), (-2,2.25,3), (0.25,2.25,3).
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