Visible light based high accuracy indoor localization using the extinction ratio distributions of light signals

2013 ◽  
Vol 55 (6) ◽  
pp. 1385-1389 ◽  
Author(s):  
Se-Hoon Yang ◽  
Deok-Rae Kim ◽  
Hyun-Seung Kim ◽  
Yong-Hwan Son ◽  
Sang-Kook Han
Keyword(s):  
Visible Light ◽  
Indoor Localization ◽  
Extinction Ratio ◽  
High Accuracy ◽  
Light Signals

scholarly journals High-Accuracy Robot Indoor Localization Scheme Based on Robot Operating System Using Visible Light Positioning

2020 ◽  
Vol 12 (2) ◽  
pp. 1-16 ◽  
Author(s):  
Weipeng Guan ◽  
Shihuan Chen ◽  
Shangsheng Wen ◽  
Zequn Tan ◽  
Hongzhan Song ◽  
...  
Keyword(s):  
Operating System ◽  
Visible Light ◽  
Indoor Localization ◽  
High Accuracy ◽  
Robot Operating System ◽  
Localization Scheme

scholarly journals High-Accuracy and Real-Time Indoor Positioning System Based on Visible Light Communication and Mobile Robot

2020 ◽  
Vol 2020 ◽  
pp. 1-11
Author(s):  
Xianmin Li ◽  
Zihong Yan ◽  
Linyi Huang ◽  
Shihuan Chen ◽  
Manxi Liu
Keyword(s):  
Mobile Robot ◽  
Visible Light ◽  
Real Time ◽  
Indoor Localization ◽  
Visible Light Communication ◽  
High Accuracy ◽  
Market Potential ◽  
Location Based Services ◽  
Positioning System ◽  
Robot Positioning

For mobile robots and location-based services, precise and real-time positioning is one of the most basic capability, and low-cost positioning solutions are increasingly in demand and have broad market potential. In this paper, we innovatively design a high-accuracy and real-time indoor localization system based on visible light positioning (VLP) and mobile robot. First of all, we design smart LED lamps with VLC and Bluetooth control functions for positioning. The design of LED lamps includes hardware design and Bluetooth control. Furthermore, founded on the loose coupling characteristics of ROS (Robot Operator System), we design a VLP-based robot system with VLP information transmitted by designed LED, dynamic tracking algorithm of high robustness, LED-ID recognition algorithm, and triple-light positioning algorithm. We implemented the VLP-based robot positioning system on ROS in an office equipped with the designed LED lamps, which can realize cm-level positioning accuracy of 3.231 cm and support the moving speed up to 20 km/h approximately. This paper pushes forward the development of VLP application in indoor robots, showing the great potential of VLP for indoor robot positioning.

scholarly journals Dynamic Indoor Localization Using Maximum Likelihood Particle Filtering

Sensors ◽  
2021 ◽  
Vol 21 (4) ◽  
pp. 1090
Author(s):  
Wenxu Wang ◽  
Damián Marelli ◽  
Minyue Fu
Keyword(s):  
Maximum Likelihood ◽  
Particle Filtering ◽  
Indoor Localization ◽  
Real Data ◽  
High Accuracy ◽  
Classical Particle ◽  
Popular Approach ◽  
Filtering Method ◽  
Essential Idea ◽  
Number Of Particles

A popular approach for solving the indoor dynamic localization problem based on WiFi measurements consists of using particle filtering. However, a drawback of this approach is that a very large number of particles are needed to achieve accurate results in real environments. The reason for this drawback is that, in this particular application, classical particle filtering wastes many unnecessary particles. To remedy this, we propose a novel particle filtering method which we call maximum likelihood particle filter (MLPF). The essential idea consists of combining the particle prediction and update steps into a single one in which all particles are efficiently used. This drastically reduces the number of particles, leading to numerically feasible algorithms with high accuracy. We provide experimental results, using real data, confirming our claim.

LED based high accuracy indoor visible light positioning algorithm

Optik ◽  
2021 ◽  
pp. 166853
Author(s):  
Yong Chen ◽  
Zimiao Ren ◽  
Zhaozhong Han ◽  
Huanlin Liu ◽  
Qi-xiang Shen ◽  
...  
Keyword(s):  
Visible Light ◽  
High Accuracy ◽  
Positioning Algorithm

Three-Dimensional Visible Light Indoor Localization Using AOA and RSS With Multiple Optical Receivers

2014 ◽  
Vol 32 (14) ◽  
pp. 2480-2485 ◽  
Author(s):  
Se-Hoon Yang ◽  
Hyun-Seung Kim ◽  
Yong-Hwan Son ◽  
Sang-Kook Han
Keyword(s):  
Visible Light ◽  
Indoor Localization ◽  
Three Dimensional ◽  
Optical Receivers
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