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 …
reasonable cost has been the focus of many researchers. Recent studies have shown that …
Positioning using wireless networks: Applications, recent progress and future challenges
Positioning has recently received considerable attention as a key enabler in emerging
applications such as extended reality, unmanned aerial vehicles and smart environments …
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 …
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 …
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 …
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
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 …
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
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 systems considering luminous flux degradation of light emitting diodes (LEDs) …
Visible light communication–an architectural perspective on the applications and data rate improvement strategies
Demand for bandwidth hungry applications and mobile services is pushing an
unquenchable need for wireless capacity. Existing radio frequency networks are …
unquenchable need for wireless capacity. Existing radio frequency networks are …
Visible light‐based indoor localization using k‐means clustering and linear regression
Visible light positioning techniques employing received signal strength (RSS)–based
fingerprints are becoming popular and ubiquitous. However, RSS is more susceptible to …
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 …
Environmental interference and blocked light-emitting diodes (LEDs) often happen in the
received signal strength (RSS)-based indoor visible light positioning (VLP) systems, while …
received signal strength (RSS)-based indoor visible light positioning (VLP) systems, while …