Machine learning in indoor visible light positioning systems: A review

HQ Tran, C Ha - Neurocomputing, 2022 - Elsevier
Developing a wireless indoor positioning system with high accuracy, reliability, and
reasonable cost has been the focus of many researchers. Recent studies have shown that …

Positioning using wireless networks: Applications, recent progress and future challenges

Y Yang, M Chen, Y Blankenship, J Lee… - arXiv preprint arXiv …, 2024 - arxiv.org
Positioning has recently received considerable attention as a key enabler in emerging
applications such as extended reality, unmanned aerial vehicles and smart environments …

Current trends on visible light positioning techniques

N Chaudhary, LN Alves… - 2019 2nd West Asian …, 2019 - ieeexplore.ieee.org
This paper presents a survey on visible light positioning techniques. The paper briefly
reviews conventional positioning methods based on Rx signal strength (RSS), time …

[PDF][PDF] 基于可见光指纹的室内高精度定位方法

曹燕平, 李晓记, 胡云云 - Laser & Optoelectronics Progress, 2019 - researching.cn
摘要考虑室内复杂环境对可见光定位精度的影响, 提出了一种基于可见光指纹的室内定位方法.
利用定位终端接收来自室内不同LED 发出的信号强度信息, 构建特征, 将物理坐标作为标签 …

[PDF][PDF] 基于卷积神经网络的室内可见光指纹定位方法

许浩, 王旭东, 吴楠 - Laser & Optoelectronics Progress, 2021 - researching.cn
摘要为进一步提高室内可见光定位系统性能, 提出了一种基于卷积神经网络(CNN)
的可见光指纹定位方法. 该方法利用参考节点LED 的光强信号作为特征, 构建指纹数据库 …

Artificial intelligence in visible light positioning for indoor IoT: A methodological review

VP Rekkas, LA Iliadis, SP Sotiroudis… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Indoor communication and positioning are significant fields of applications for indoor Internet
of Things (IoT) given the rapid growth of IoT in smart cities, smart grids, and smart industries …

Visible Light Positioning under Luminous Flux Degradation of LEDs

I Iddrisu, S Gezici - IEEE Transactions on Aerospace and …, 2024 - ieeexplore.ieee.org
We investigate a position estimation problem based on received power measurements in
visible light systems considering luminous flux degradation of light emitting diodes (LEDs) …

Visible light communication–an architectural perspective on the applications and data rate improvement strategies

M Saadi, T Ahmad, M Kamran Saleem… - Transactions on …, 2019 - Wiley Online Library
Demand for bandwidth hungry applications and mobile services is pushing an
unquenchable need for wireless capacity. Existing radio frequency networks are …

Visible light‐based indoor localization using k‐means clustering and linear regression

M Saadi, Z Saeed, T Ahmad, MK Saleem… - Transactions on …, 2019 - Wiley Online Library
Visible light positioning techniques employing received signal strength (RSS)–based
fingerprints are becoming popular and ubiquitous. However, RSS is more susceptible to …

Experimental investigation of environmental interference mitigation and blocked LEDs using a memory-artificial neural network in 3D indoor visible light positioning …

Z Cao, M Cheng, Q Yang, M Tang, D Liu, L Deng - Optics Express, 2021 - opg.optica.org
Environmental interference and blocked light-emitting diodes (LEDs) often happen in the
received signal strength (RSS)-based indoor visible light positioning (VLP) systems, while …