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A FINGERPRINTING-BASED INDOOR LOCALIZATION SYSTEM USING INTENSITY MODULATION OF LIGHT EMITTING DIODES

机译:基于发光二极管强度调制的基于指纹的室内定位系统

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摘要

In this article, we propose a two-dimensional indoor localization system using fingerprinting of received optical signals emitted from light emitting diodes (LEDs). The transmitters and receiver are designed and constructed to use visible light as the signal for localization. At the transmitter side, the input voltage/current is modulated with continuous waves before being sent to the LEDs, where each transmitter is assigned with a different frequency. At the receiver side, the power spectral density of the received signal is calculated and the location is estimated as one of the fingerprint locations using a novel but yet simple algorithm. Both the simulation and experiment have been conducted to evaluate the accuracy of the system in a controlled environment. We demonstrate that the system has the potential to estimate locations in the level of centimeters.
机译:在本文中,我们提出了一种二维室内定位系统,该系统使用了从发光二极管(LED)发出的接收光信号的指纹。发射器和接收器被设计和构造为使用可见光作为定位信号。在发射器端,输入电压/电流在被发送到LED之前,用连续波进行调制,在LED中,每个发射器被分配一个不同的频率。在接收器端,使用新颖但简单的算法计算接收信号的功率谱密度,并将位置估计为指纹位置之一。已经进行了仿真和实验以评估系统在受控环境中的准确性。我们证明了该系统具有估算厘米级位置的潜力。

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