连续调频led结合指纹识别的可见光定位

Saman Zahiri-Rad, A. Weiss, Andreas Kröpfl, E. Leitgeb
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引用次数: 1

摘要

本文提出了一种室内定位方案,以低复杂度的方式实现定位。我们的解决方案是基于频率调制光源,而不需要复杂的调制和编码方案。通过利用最小二乘近似,计算了接收机单元上入射光的频谱组成。基于不同调制频率间比值的生成,实现了无需复杂计算即可完成定位任务的定位算法。利用基于MATLAB、Simulink和Simscape的仿真环境,我们可以精确地模拟所提出的场景,从而生成用于执行指纹识别的离线地图。通过实验结果,我们验证了我们提出的低复杂度解决方案,表明我们的系统可以用现成的组件实现,而不需要专门的硬件来控制光源或接收器设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visible Light based Positioning by Continuous Frequency-Modulated LEDs in Combination with Fingerprinting
This work proposes an indoor positioning solution to achieve positioning in a low complex way. Our solution approach is based on frequency-modulated light sources without the need for complex modulation and encoding schemes. By utilizing a least-square approximation, the composition of the frequency spectrum of the impinging light on a receiver unit is calculated. Based on the generation of the ratio between the different modulation frequencies, a positioning algorithm is implemented that fulfills the task of positioning without the need for complex calculations. Utilizing a simulation environment, which is based on MATLAB, Simulink, and Simscape, we can precisely simulate the proposed scenario in order to generate the offline map for performing fingerprinting. By experimental results, we verify our proposed low complex solution, showing that our system can be realized with off-the-shelf components and without the necessity of specialized hardware for controlling the light sources or in the receiver design.
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