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基于可见光通信的室内定位系统综述

A Survey of Visible-Light-Communication-Based Indoor Positioning Systems.

作者信息

Wang Ruofan, Niu Guanchong, Cao Qi, Chen Chung Shue, Ho Siu-Wai

机构信息

Guangzhou Institute, Xidian University, Guangzhou 510530, China.

Nokia Bell Labs, Paris-Saclay Center, 91300 Massy, France.

出版信息

Sensors (Basel). 2024 Aug 11;24(16):5197. doi: 10.3390/s24165197.

Abstract

There is a growing demand for indoor positioning systems (IPSs) in a wide range of applications. However, traditional solutions such as GPS face many technical challenges. In recent years, a promising alternative has been emerging, the visible light communication (VLC)-based IPS, which offers a combination of high accuracy, low cost, and energy efficiency. This article presents a comprehensive review of VLC-based IPSs, providing a tutorial-like overview of the system. It begins by comparing various positioning systems and providing background information on their inherent limitations. Experimental results have demonstrated that VLC-based systems can achieve localization accuracy to within 10 cm in controlled environments. The mechanisms of VLC-based IPSs are then discussed, including a comprehensive examination of their performance metrics and underlying assumptions. The complexity, operating range, and efficiency of VLC-based IPSs are examined by analyzing factors such as channel modeling, signal processing, and localization algorithms. To optimize VLC-based IPSs, various strategies are explored, including the design of efficient modulation schemes, the development of advanced encoding and decoding algorithms, the implementation of adaptive power control, and the application of state-of-the-art localization algorithms. In addition, system parameters are carefully examined. These include LED placement, receiver sensitivity, and transmit power. Their impact on energy efficiency and localization accuracy is highlighted. Altogether, this paper serves as a comprehensive guide to VLC IPSs, providing in-depth insights into their vast potential and the challenges that they present.

摘要

在广泛的应用领域中,对室内定位系统(IPS)的需求日益增长。然而,诸如全球定位系统(GPS)等传统解决方案面临许多技术挑战。近年来,一种有前景的替代方案正在兴起,即基于可见光通信(VLC)的IPS,它兼具高精度、低成本和高能效的特点。本文对基于VLC的IPS进行了全面综述,提供了类似教程的系统概述。文章首先比较了各种定位系统,并介绍了它们固有的局限性的背景信息。实验结果表明,基于VLC的系统在受控环境中可实现10厘米以内的定位精度。接着讨论了基于VLC的IPS的机制,包括对其性能指标和基本假设的全面考察。通过分析诸如信道建模、信号处理和定位算法等因素,研究了基于VLC的IPS的复杂性、工作范围和效率。为了优化基于VLC 的IPS,探索了各种策略,包括设计高效的调制方案、开发先进的编码和解码算法、实施自适应功率控制以及应用最先进的定位算法。此外,还仔细研究了系统参数。这些参数包括发光二极管(LED)布局、接收器灵敏度和发射功率。突出了它们对能效和定位精度的影响。总之,本文是基于VLC的IPS的全面指南,深入洞察了它们的巨大潜力和所面临的挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/54e5/11360070/9c61e2826bfb/sensors-24-05197-g004.jpg

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