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Ubiquitous 3D positioning systems by led-based visible light communications

机译:通过基于LED的可见光通信实现无处不在的3D定位系统

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摘要

Currently, LEDs are popularly employed in our daily life due to various advantages. LEDs can also be employed for wireless data communications (i.e., VLC). Based on these LED-VLC systems, we can obtain high-performance positioning systems beyond the performance of RF communications or global positioning systems. In this article, we present a brief overview of positioning approaches in VLC systems, and also propose a maximum likelihood approach for the positioning system. Currently, the main technologies employ triangulations or image sensors for positioning a receiver in VLC systems. The least squares method is popularly employed for triangulation approaches in various ways, and we enhance the positioning performance by employing an iterative maximum likelihood approach by adopting the least square solution as an initial guess. We show the optimality of the proposed approach based on sufficient SNR.
机译:当前,由于各种优点,LED在我们的日常生活中被广泛使用。 LED也可以用于无线数据通信(即,VLC)。基于这些LED-VLC系统,我们可以获得超越RF通信或全球定位系统性能的高性能定位系统。在本文中,我们简要介绍了VLC系统中的定位方法,并提出了定位系统的最大似然方法。当前,主要技术采用三角测量或图像传感器在VLC系统中定位接收器。最小二乘法通常以各种方式用于三角测量方法,并且我们通过采用最小二乘解作为初始猜测来采用迭代最大似然方法来增强定位性能。我们展示了基于足够的SNR的方法的最优性。

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