Passive Optical Identifiers for VLC-Based Indoor Positioning Systems: Design, Hardware Simulation, and Performance Analysis

被引:12
|
作者
Raj, Rishu [1 ]
Saxena, Karan [2 ]
Dixit, Abhishek [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 110016, India
[2] Texas Instruments Inc, Bengaluru 570093, India
来源
IEEE SYSTEMS JOURNAL | 2021年 / 15卷 / 03期
关键词
Indoor positioning system (IPS); optical identification algorithm; passive optical identifiers (OIDs); visible light communication (VLC);
D O I
10.1109/JSYST.2020.3002585
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Indoor positioning systems (IPSs) based on visible light communication (VLC) shall be at the forefront of indoor localization technology in the near future. However, the existing VLC-based IPSs employ active devices that consume power and are costly. We develop a novel VLC-based IPS that circumvents the requirement of active devices by using the proposed optical identification algorithm, thereby enabling the IPS to be highly scalable, robust, energy efficient, inexpensive, and flexible. To implement this algorithm, we use a wavelength-sensitive receiver whose working is validated by hardware simulations. Another novel feature of our work is the design of a passive optical identifier that consists of a unique combination of optical reflectors and is analogous to a radio frequency identifier tag used for identification and tracking of different objects. We present an analysis of several practical aspects related to the physical realization of the proposed IPS, such as system scalability, target mobility, system reliability, algorithmic complexity, and implementation cost. To analyze the system performance, we determine its spatial resolution and the positioning error for different grid sizes. We conclude that the proposed IPS benefits from a low value of positioning error (similar to 2-35 cm) and is also cost efficient.
引用
收藏
页码:3208 / 3219
页数:12
相关论文
共 50 条
  • [41] Using Dimensionality Reduction Techniques for Refining Passive Indoor Positioning Systems Based on Radio Fingerprinting
    Lopez-de-Teruel, Pedro E.
    Canovas, Oscar
    Garcia, Felix J.
    SENSORS, 2017, 17 (04)
  • [42] Comparative Analysis of Indoor Positioning Systems Based on Communications Supported by Smartphones
    Kashevnik, Alexey
    Shchekotov, Maxim
    PROCEEDINGS OF THE 2012 12TH CONFERENCE OF OPEN INNOVATIONS ASSOCIATION (FRUCT) AND SEMINAR ON E-TRAVEL, 2012, : 43 - 48
  • [43] Performance analysis of indoor pseudolite positioning based on the unscented Kalman filter
    Xin Li
    Peng Zhang
    Guanwen Huang
    Qin Zhang
    Jiming Guo
    Yinzhi Zhao
    Qingzhi Zhao
    GPS Solutions, 2019, 23
  • [44] Performance analysis of indoor pseudolite positioning based on the unscented Kalman filter
    Li, Xin
    Zhang, Peng
    Huang, Guanwen
    Zhang, Qin
    Guo, Jiming
    Zhao, Yinzhi
    Zhao, Qingzhi
    GPS SOLUTIONS, 2019, 23 (03)
  • [45] Performance Analysis of Indoor OFDM Optical Wireless Communication Systems
    Mesleh, Raed
    Elgala, Hany
    Haas, Harald
    2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2012, : 1005 - 1010
  • [46] Optical Wireless Communication Based Indoor Positioning Algorithms: Performance Optimisation and Mathematical Modelling
    Ajmani, Manisha
    Sinanovic, Sinan
    Boutaleb, Tuleen
    COMPUTATION, 2018, 7 (01):
  • [47] Characterization of Multipath Effects in Indoor Positioning Systems by AoA and PoA Based on Optical Signals
    De-La-Llana-Calvo, Alvaro
    Lazaro-Galilea, Jose-Luis
    Gardel-Vicente, Alfredo
    Rodriguez-Navarro, David
    Bravo-Munoz, Ignacio
    Espinosa-Zapata, Felipe
    SENSORS, 2019, 19 (04)
  • [48] An Experimental Testbed for the Performance Evaluation of Optical Time Difference of Arrival Based Indoor Positioning
    De Bruycker, Jorik
    Audenaert, Jan
    Teli, Shivani Rajendra
    Zvanovec, Stanislav
    Conde, Miguel Heredia
    De Strycker, Lieven
    Stevens, Nobby
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2024, 42 (23) : 8211 - 8220
  • [49] Passive optical networks based on optical CDMA: Design and system analysis
    ZHANG ChongFu
    Chinese Science Bulletin, 2007, (01) : 118 - 126
  • [50] Passive optical networks based on optical CDMA: Design and system analysis
    Zhang ChongFu
    Qiu Kun
    Xu Bo
    CHINESE SCIENCE BULLETIN, 2007, 52 (01): : 118 - 126