Improved spring model-based collaborative indoor visible light positioning

被引:17
|
作者
Luo, Zhijie [1 ]
Zhang, WeiNan [1 ]
Zhou, GuoFu [1 ,2 ,3 ]
机构
[1] South China Normal Univ, South China Acad Adv Optoelect, Inst Elect Paper Displays, Guangzhou 510006, Guangdong, Peoples R China
[2] Shenzhen Guohua Optoelect Tech Co Ltd, Shenzhen 518110, Peoples R China
[3] Acad Shenzhen Guohua Optoelect, Shenzhen 518110, Peoples R China
关键词
Indoor positioning; Visible light positioning; Fingerprinting; Improved spring model; SYSTEM;
D O I
10.1007/s10043-016-0204-z
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Gaining accuracy with indoor positioning of individuals is important as many location-based services rely on the user's current position to provide them with useful services. Many researchers have studied indoor positioning techniques based on WiFi and Bluetooth. However, they have disadvantages such as low accuracy or high cost. In this paper, we propose an indoor positioning system in which visible light radiated from light-emitting diodes is used to locate the position of receivers. Compared with existing methods using light-emitting diode light, we present a high-precision and simple implementation collaborative indoor visible light positioning system based on an improved spring model. We first estimate coordinate position information using the visible light positioning system, and then use the spring model to correct positioning errors. The system can be employed easily because it does not require additional sensors and the occlusion problem of visible light would be alleviated. We also describe simulation experiments, which confirm the feasibility of our proposed method.
引用
收藏
页码:479 / 486
页数:8
相关论文
共 50 条
  • [31] Visible Light and Inertial Navigation Fusion Indoor Positioning System Based on Hidden Markov Model
    Chen Y.
    Wu J.
    Liu H.
    Zheng H.
    Zhongguo Jiguang/Chinese Journal of Lasers, 2020, 47 (12):
  • [32] Visible Light and Inertial Navigation Fusion Indoor Positioning System Based on Hidden Markov Model
    Chen Yong
    Wu Jie
    Liu Huanlin
    Zheng Han
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2020, 47 (12):
  • [33] An Indoor Three Dimensional Positioning Algorithm Based on Attitude Identification and Visible Light Propagation Model
    Wang, Qu
    Luo, Haiyong
    Gao, Xile
    Wei, Jie
    Zhao, Fang
    CHINA SATELLITE NAVIGATION CONFERENCE (CSNC) 2017, VOL I, 2017, 437 : 366 - 379
  • [34] Indoor Positioning with OFDM Visible Light Communications
    Aminikashani, Mohammadreza
    Gu, Wenjun
    Kavehrad, Mohsen
    2016 13TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2016,
  • [35] Indoor Visible Light Positioning for a Single Partially Visible LED
    Narasimman, Srivathsan Chakaravarthi
    Alphones, Arokiaswami
    IEEE SENSORS LETTERS, 2024, 8 (05) : 1 - 4
  • [36] Indoor Positioning Algorithm of Subregional Visible Light Based on Multilayer ELM
    Xu Y.
    Wang X.
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2019, 46 (10): : 125 - 132
  • [37] Visible Light Indoor Positioning Method Based on Attention Mechanism and GNN
    Meng, Xiangyan
    Xi, Tian
    Zhao, Li
    Zhang, Feng
    ACTA OPTICA SINICA, 2025, 45 (02)
  • [38] Research on visible light indoor positioning algorithm based on fire safety
    Li, Mao
    Jiang, Feng
    Pei, Cong
    OPTICA APPLICATA, 2020, 50 (02) : 209 - 222
  • [39] An Indoor Visible Light Positioning System Based on Optical Camera Communications
    Lin, Bangjiang
    Ghassemlooy, Zabih
    Lin, Chun
    Tang, Xuan
    Li, Yiwei
    Zhang, Shihao
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2017, 29 (07) : 579 - 582
  • [40] Experimental Demonstration of Indoor Positioning System Based on Visible Light Communications
    Wu, Hao
    Chen, Haozhe
    Ding, Junjie
    Yang, Mingrui
    Bian, Shihang
    Wang, Ying
    Pang, Jie
    Liu, Wei
    Cao, Honglong
    Zhou, Minglai
    Hu, Jianling
    You, Shanhong
    23RD OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC2018), 2018,