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Asynchronous blind signal decomposition using tiny-length code for Visible Light Communication-based indoor localization

机译:基于可见光通信的室内定位中使用微小长度代码的异步盲信号分解

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Indoor localization is a fundamental capability for service robots and indoor applications on mobile devices. To realize that, the cost and performance are of great concern. In this paper, we introduce a lightweight signal encoding and decomposition method for a low-cost and low-power Visible Light Communication (VLC)-based indoor localization system. Firstly, a Gold-sequence-based tiny-length code selection method is introduced for light encoding. Then a correlation-based asynchronous blind light-signal decomposition method is developed for the decomposition of the lights mixed with modulated light sources. It is able to decompose the mixed light-signal package in real-time. The average decomposition time-cost for each frame is 20 ms. By using the decomposition results, the localization system achieves accuracy at 0.56 m. These features outperform other existing low-cost indoor localization approaches, such as WiFiSLAM.
机译:室内定位是服务机器人和移动设备上的室内应用程序的基本功能。要意识到这一点,成本和性能是非常值得关注的。在本文中,我们介绍了一种用于基于低成本和低功耗可见光通信(VLC)的室内定位系统的轻量级信号编码和分解方法。首先,提出了一种基于金序列的微小长度代码选择方法来进行光编码。然后,开发了一种基于相关性的异步盲信号分解方法,用于分解混合了调制光源的光。它能够实时分解混合的光信号包。每帧的平均分解时间成本为20 ms。通过使用分解结果,定位系统可达到0.56 m的精度。这些功能优于其他现有的低成本室内本地化方法,例如WiFiSLAM。

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