Chinese Journal of Lasers, Volume. 51, Issue 8, 0806002(2024)

Attention Mechanism for Visible Light Positioning Unit Model Replication

Chuangshi Wang1、**, Yong Chen1、*, Huanlin Liu2, Jinlan Wu1, Hao Chen1, and Weiwei Zhang1
Author Affiliations
  • 1Key Laboratory of Industrial Internet of Things & Network Control, Ministry of Education, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
  • 2School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
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    References(15)

    [1] Chen Y, Wu Z Q, Liu H L et al. Neural-network-based channel estimation method for visible light communication systems[J]. Acta Optica Sinica, 43, 0706004(2023).

    [2] Xie X Z, Gao L L, Lu H B. Coordinated subcarrier and power allocation algorithms considering both QoS and fairness for VLC networks[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 33, 7-17(2021).

    [3] Jenila C, Jeyachitra R K. Green indoor optical wireless communication systems: pathway towards pervasive deployment[J]. Digital Communications and Networks, 7, 410-444(2021).

    [4] Chen Y, Zheng H, Liu H L et al. Indoor high precision three-dimensional positioning system based on visible light communication using improved hybrid bat algorithm[J]. IEEE Photonics Journal, 12, 6802513(2020).

    [5] Chuang Y C, Li Z Q, Hsu C W et al. Visible light communication and positioning using positioning cells and machine learning algorithms[J]. Optics Express, 27, 16377-16383(2019).

    [6] Zhang S, Du P F, Chen C et al. Robust 3D indoor VLP system based on ANN using hybrid RSS/PDOA[J]. IEEE Access, 7, 47769-47780(2019).

    [7] Zhang Y P, Zhu D Y, Ma J M et al. Subway train positioning based on monocular vision and optical camera communication[J]. Laser & Optoelectronics Progress, 59, 1606001(2022).

    [8] Abdalmajeed A M M, Mahmoud M, El-Fikky A E R A et al. Improved indoor visible light positioning system using machine learning[J]. Optical and Quantum Electronics, 55, 209(2023).

    [9] Wan Z W, Wu Y T, Liang R B et al. Indoor visible light communication security systems based on cooperative jamming[J]. Acta Optica Sinica, 43, 0406002(2023).

    [10] Lei X Y, Wang C. Design of amultiple bore diameter receiver and its visible communication system[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 33, 59-66(2021).

    [11] Li Q L, Wang J Y, Huang T et al. Three-dimensional indoor visible light positioning system with a single transmitter and a single tilted receiver[J]. Optical Engineering, 55, 106103-106110(2016).

    [12] Guo X S, Shao S H, Ansari N et al. Indoor localization using visible light via fusion of multiple classifiers[J]. IEEE Photonics Journal, 9, 7803716(2017).

    [14] Guo M H, Xu T X, Liu J J et al. Attention mechanisms in computer vision: a survey[J]. Computational Visual Media, 8, 331-368(2022).

    [15] Khan L U. Visible light communication: applications, architecture, standardization and research challenges[J]. Digital Communications and Networks, 3, 78-88(2017).

    [16] Lin D C, Chow C W, Peng C W et al. Positioning unit cell model duplication with residual concatenation neural network (RCNN) and transfer learning for visible light positioning (VLP)[J]. Journal of Lightwave Technology, 39, 6366-6372(2021).

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    Chuangshi Wang, Yong Chen, Huanlin Liu, Jinlan Wu, Hao Chen, Weiwei Zhang. Attention Mechanism for Visible Light Positioning Unit Model Replication[J]. Chinese Journal of Lasers, 2024, 51(8): 0806002

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    Paper Information

    Category: Fiber optics and optical communication

    Received: Oct. 12, 2023

    Accepted: Dec. 11, 2023

    Published Online: Mar. 29, 2024

    The Author Email: Wang Chuangshi (s210301048@stu.cqupt.edu.cn), Chen Yong (chenyong@cqupt.edu.cn)

    DOI:10.3788/CJL231279

    CSTR:32183.14.CJL231279

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