PoE-Enabled Visible Light Positioning Network With Low Bandwidth Requirement and High Precision Pulse Reconstruction

Zhenghai Wang;Xuan Huang;Xuanbang Chen;Mengzhen Xu;Xiaodong Liu;Yuhao Wang;Xun Zhang
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Abstract

The power over Ethernet (PoE)-enabled visible light positioning (VLP) networks as a promising technology can significantly enhance accuracy and cost-effectiveness of indoor positioning. However, both the limited bandwidth of the light-emitting diode (LED) and the low sampling rate of the receiver have a negative impact on the positioning performance. Moreover, time synchronization requirements between transmitters and between transceivers become more stringent in a resource-constrained VLP network. To address these issues, a PoE-enabled VLP scheme with low bandwidth requirement and high-precision pulse reconstruction is proposed in this article. Specifically, the precision time protocol and synchronous Ethernet are introduced to realize the synchronization transmission. Meanwhile, an on–off keying (OOK) modulation-based beacon signal is designed to unlock both the transceivers' synchronization and bandwidth requirements. Then, a high-precision pulse reconstruction method considering the LED model and impulse response is established to enhance the signal quality. Moreover, the position is estimated based on the maximum a posteriori (MAP) probability criterion. Experimental results obtained by the VLP testbed demonstrate that the proposed scheme outperforms the benchmark positioning schemes. It achieves a positioning accuracy of 1.7 cm by using the reconstructed 2 GHz sampling rate in the case of a bandwidth of 50 MHz and a real sampling rate of 100 MHz. Last but not least, the proposed scheme maintains positioning accuracy within 30 cm even with a few MHz bandwidth of LED.
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支持 PoE 的可见光定位网络,带宽要求低,脉冲重建精度高
以太网供电(PoE)支持的可见光定位(VLP)网络是一项前景广阔的技术,可显著提高室内定位的准确性和成本效益。然而,发光二极管(LED)的有限带宽和接收器的低采样率都会对定位性能产生负面影响。此外,在资源有限的 VLP 网络中,发射器之间和收发器之间的时间同步要求变得更加严格。为解决这些问题,本文提出了一种支持 PoE 的 VLP 方案,该方案具有低带宽要求和高精度脉冲重建功能。具体来说,本文引入了精确时间协议和同步以太网来实现同步传输。同时,设计了一种基于开关键控(OOK)调制的信标信号,以同时满足收发器的同步和带宽要求。然后,建立了一种考虑 LED 模型和脉冲响应的高精度脉冲重构方法,以提高信号质量。此外,还根据最大后验(MAP)概率准则来估计位置。VLP 测试平台获得的实验结果表明,所提出的方案优于基准定位方案。在带宽为 50 MHz 和实际采样率为 100 MHz 的情况下,通过使用重建的 2 GHz 采样率,该方案的定位精度达到了 1.7 厘米。最后但并非最不重要的一点是,即使 LED 的带宽只有几 MHz,所提出的方案也能将定位精度保持在 30 厘米以内。
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Table of Contents Front Cover Advancing Resilient and Trustworthy Seamless Positioning and Navigation: Highlights From the Second Volume of J-ISPIN IEEE Journal of Indoor and Seamless Positioning and Navigation Publication Information Enhancing Indoor Localization Accuracy in Dense IoT-Integrated 5GNR Networks: Introducing SGNCL for Sensor-Guided NLoS Correction Localization
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