Camera-Based Indoor Positioning System for the Creation of Digital Shadows of Plant Layouts

被引:0
|
作者
Hermann, Julian [1 ,2 ]
von Leipzig, Konrad H. [1 ]
Hummel, Vera [1 ,2 ]
Basson, Anton H. [3 ]
机构
[1] Stellenbosch Univ, Dept Ind Engn, 145 Banghoek Rd, ZA-7600 Stellenbosch, South Africa
[2] Reutlingen Univ, ESB Business Sch, Alteburgstr 150, D-72762 Reutlingen, Germany
[3] Stellenbosch Univ, Dept Mech & Mechatron Engn, 145 Banghoek Rd, ZA-7600 Stellenbosch, South Africa
关键词
digital shadow; plant layout; pan-tilt-zoom camera; AprilTags;
D O I
10.3390/s23218845
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In the past, plant layouts were regarded as highly static structures. With increasing internal and external factors causing turbulence in operations, it has become more necessary for companies to adapt to new conditions in order to maintain optimal performance. One possible way for such an adaptation is the adjustment of the plant layout by rearranging the individual facilities within the plant. Since the information about the plant layout is considered as master data and changes have a considerable impact on interconnected processes in production, it is essential that this data remains accurate and up-to-date. This paper presents a novel approach to create a digital shadow of the plant layout, which allows the actual state of the physical layout to be continuously represented in virtual space. To capture the spatial positions and orientations of the individual facilities, a pan-tilt-zoom camera in combination with fiducial markers is used. With the help of a prototypically implemented system, the real plant layout was captured and converted into different data formats for further use in exemplary external software systems. This enabled the automatic updating of the plant layout for simulation, analysis and routing tasks in a case study and showed the benefits of using the proposed system for layout capturing in terms of accuracy and effort reduction.
引用
收藏
页数:27
相关论文
共 50 条
  • [1] CaPSuLe: A Camera-based Positioning System Using Learning
    Moon, Yongshik
    Noh, Soonhyun
    Park, Daedong
    Luo, Chen
    Shrivastava, Anshumali
    Hong, Seongsoo
    Palem, Krishna
    2016 29TH IEEE INTERNATIONAL SYSTEM-ON-CHIP CONFERENCE (SOCC), 2016, : 235 - 240
  • [2] An RGB-D camera-based indoor occupancy positioning system for complex and densely populated scenarios
    Wang, Huan
    Wang, Guijin
    Li, Xianting
    INDOOR AND BUILT ENVIRONMENT, 2023, 32 (06) : 1198 - 1212
  • [3] Research on Optimization of Camera-based Visible Light Positioning System
    Liu Xiangyu
    Liu Baorui
    Song Song
    Guo Lei
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2022, 44 (12) : 4246 - 4255
  • [4] A Smartphone Camera-Based Indoor Positioning Algorithm of Crowded Scenarios with the Assistance of Deep CNN
    Jiao, Jichao
    Li, Fei
    Deng, Zhongliang
    Ma, Wenjing
    SENSORS, 2017, 17 (04)
  • [5] CAMERA-BASED INDOOR POSITIONING USING SCALABLE STREAMING OF COMPRESSED BINARY IMAGE SIGNATURES
    Van Opdenbosch, D.
    Schroth, G.
    Huitl, R.
    Hilsenbeck, S.
    Garcea, A.
    Steinbach, E.
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 2804 - 2808
  • [6] A VLC Smartphone Camera Based Indoor Positioning System
    Li, Yiwei
    Ghassemlooy, Zabih
    Tang, Xuan
    Lin, Bangjiang
    Zhang, Yi
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2018, 30 (13) : 1171 - 1174
  • [7] Camera-based Positioning System for Battery-less Retroreflective Tags
    Song C.
    Ho S.
    Huang W.
    Tansu N.
    IEEE Sensors Journal, 2024, 24 (14) : 1 - 1
  • [8] OCC Based Indoor Positioning System Using a Smartphone Camera
    Rego, Miguel
    Fonseca, Pedro
    2021 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS (ICARSC), 2021, : 31 - 36
  • [9] CLIPS - a camera and laser-based indoor positioning system
    Tilch, Sebastian
    Mautz, Rainer
    JOURNAL OF LOCATION BASED SERVICES, 2013, 7 (01) : 3 - 22
  • [10] Impact of Camera Parameters on the OCC Based Indoor Positioning System
    Aalimahmoodi, Khadijeh
    Gholami, Asghar
    Ghassemlooy, Zabih
    2019 2ND WEST ASIAN COLLOQUIUM ON OPTICAL WIRELESS COMMUNICATIONS (WACOWC), 2019, : 96 - 99