Yufang Kang
ABSTRACT
At present, the research on the light source layout of the indoor visible light communication positioning system mainly focuses on how to improve the indoor positioning accuracy, while ignoring the uniformity of indoor light. In view of this problem, this paper proposes a honeycomb light source layout model based on equilateral triangles, constructs and evaluates the adaptability function related to illuminance uniformity and positioning error, and uses the multi-objective evolution algorithm based on decomposition to optimize the position coordinate information of the LED light source, so as to improve the indoor light uniformity and meet the indoor positioning accuracy on the basis of meeting the indoor lighting standards.
- Jinpeng WANG, Nianyu ZOU, Yuncui ZHANG and Ping LI, “Study on Downlink Performance of Multiple Access Algorithm based on Antenna Diversity” ICIC Express Letters, vol.9, no.4, pp,1221-1225,2015.Google Scholar
- Thomas Q,Wang Y,Ahmet S,et al.Analysis of an optical wireless receiver using a hemispherical lens with application in MIMO visible light communications [J].Journal of Lightwave Technology, 2013,31(11): 1744-1754.Google ScholarCross Ref
- Galageher T,Li B,Dempster A,et al. A Sector-Based Campus Wide Indoor Positioning System [C]/IEEE International Conference on Indoor Positioning and Indoor Navigation, Zurich, Switzerland, Sept 15-17,2010: 1-8.Google Scholar
- Wang Jinpeng, Cao Fan, Zou Nianyu. Multi carrier system joint receiving method based on MAI and ICI. [J], Jilin DaxueXuebao (Gongxueban), 2018, 41(6): 301-305.Google Scholar
- Zhu Jian. Chaotic triangle positioning algorithm for universal computing [J]. Journal of System Simulation,2009,21(19),5998-6003.Google Scholar
- Wu Nan, Wang Xu dong, HU Qing qing, Multiple LED based high accuracy indoor visible light positioning scheme [J].Journal of Electronics & Information Technology,2015,37(3): 727-732.Google Scholar
- Hu Qing qing,Wang Xu dong,Wu Nan.Indoor visible light positioning algorithm based on distance weighting [J]. Optoelectronic engineering,2015,42(5): 83-87.Google Scholar
- Wang Jia an.Indoor visible light communication system light source LED layout optimization and performance analysis [J]. Chinese laser,2018,45(5): 0506002.Google Scholar
- Y.Chen ,Received optical power optimization based on ant colony algorithm for LED communications [J]. Optoelectron. Laser,2015,26(3): 462-467.Google Scholar
- H. Liu .Optimization lighting layout based on gene density improved genetic algorithm for indoor visible light communications [J]. Opt. Commun. 2017,390, 76-81.Google ScholarCross Ref
- Wang Jinpeng, Ye Zhengpeng, Jeremy Gillbanks, Tarun M. Sanders and Zou Nianyu, A novel Linear Antenna Synthesis for Linear Dispersion Codes Based on an innovative HYBRID Genetic algorithm, Symmetry 2019, 11(9), 1176.Google Scholar
- Jinpeng WANG, yang ZHOU, Xin GUAN, Jeremy-Gillbanks and Xin ZHAO, “A Hybrid Predicting Model for the Daily Photovoltaic Output Based on Fuzzy Clustering of Meteorological Data and Joint Algorithm of GAPS and RBF Neural Network” IEEE ACCESS, 2022,vol.10, pp, 30005-30017.Google ScholarCross Ref
- Liu Yun. Signal source optimization of visible light communication for communication equality [J]. Optical Engineering,2018,57(3), 036113.Google Scholar
- Wang Jinpeng, Ye Zhengpeng, Jeremy Gillbanks, Tarun M. Sanders and Zou Nianyu, A Power Control Algorithm Based on Chicken Game Theory in Multi-Hop Networks, Symmetry 2019, 11(5),718.Google Scholar
- Zheng Jin hua, Zou Juan. Multi-objective evolution optimization [M]. Beijing: Science Press,2017: 90-94.Google Scholar
Index Terms
- Research on layout optimization and positioning of LED light source based on visible light communication
Recommendations
TDOA-based indoor positioning using visible light
In this paper, we propose an indoor positioning system in which the visible light radiated from LEDs is used to locate the position of receiver. Compared to current indoor positioning systems using LED light, our system has the advantages of simple ...
Using consumer LED light bulbs for low-cost visible light communication systems
VLCS '14: Proceedings of the 1st ACM MobiCom workshop on Visible light communication systemsLED-to-LED Visible Light Communication (VLC) based on Light Emitting Diodes (LEDs) and microcontrollers provide a foundation for networking using visible light as communication medium. We describe a low-complexity smart LED light bulb prototype that is ...
Research and Implementation of Indoor 3D Positioning Algorithm Based on LED Visible Light Communication and Corresponding Parameter Estimation
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, ...
Comments