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基于 LED 可见光通信的室内三维定位算法研究与实现及相应参数估计。

Research and Implementation of Indoor 3D Positioning Algorithm Based on LED Visible Light Communication and Corresponding Parameter Estimation.

机构信息

School of Information Engineering, Xi'an University, Xi'an, Shaanxi, China.

出版信息

Comput Intell Neurosci. 2022 Sep 13;2022:2940558. doi: 10.1155/2022/2940558. eCollection 2022.

Abstract

In the era of mobile Internet, the application of various positioning-based location service systems is becoming more and more common. In addition, the traditional radio positioning system is limited in the use of special environments such as mines, hospitals, and gas stations, and long-term electromagnetic radiation can cause potential damage to the human body. Compared with the traditional wireless positioning technology, VLC-based positioning technology has a good application prospect in the field of indoor wireless positioning. Compared with traditional radio positioning technology, the use of VLC technology to achieve indoor positioning is different in that the system design and layout need to consider the basic needs of indoor lighting; that is, the layout of multiple visible light sources in the room should meet the minimum illumination requirements of any area of the room. Since the layout structure of the light source that only considers the lighting requirements or only considers the positioning accuracy requirements is not the same, in the design process of the indoor visible light wireless positioning system, it is necessary to consider the overall optimization layout of multiple indoor visible light sources under the conditions of lighting and positioning constraints. This paper mainly optimizes indoor positioning from the aspects of light source layout, reflected light intensity distribution, and noise model.

摘要

在移动互联网时代,各种基于定位的位置服务系统的应用越来越普遍。此外,传统的无线电定位系统在矿井、医院、加油站等特殊环境中的使用受到限制,长期的电磁辐射可能会对人体造成潜在的损害。与传统的无线定位技术相比,基于可见光通信(VLC)的定位技术在室内无线定位领域具有良好的应用前景。与传统的无线电定位技术相比,使用 VLC 技术实现室内定位的不同之处在于,系统设计和布局需要考虑室内照明的基本需求;也就是说,房间内多个可见光源的布局应满足房间任何区域的最低照明要求。由于仅考虑照明要求或仅考虑定位精度要求的光源布局结构不同,因此,在室内可见光无线定位系统的设计过程中,有必要在照明和定位约束条件下考虑多个室内可见光源的整体优化布局。本文主要从光源布局、反射光强度分布和噪声模型三个方面对室内定位进行优化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f32/9489345/0aca4345dca9/CIN2022-2940558.001.jpg

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