Indoor Positioning in Car Parks by using Wi-Fi Round-Trip-Time to support Finished Vehicle Logistics on Port Terminals

被引:14
作者
Jathe, Nicolas [1 ]
Luetjen, Michael [1 ]
Freitag, Michael [1 ,2 ]
机构
[1] Univ Bremen, BIBA Bremer Inst Prod & Logist GmbH, Hsch Ring 20, D-28359 Bremen, Germany
[2] Univ Bremen, Fac Prod Engn, Badgasteiner Str 1, D-28359 Bremen, Germany
来源
IFAC PAPERSONLINE | 2019年 / 52卷 / 13期
关键词
Positioning systems; Position estimation; Tracking system; Maximum likelihood; Wi-Fi Round-Trip-Time (Wi-Fi RTT);
D O I
10.1016/j.ifacol.2019.11.237
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To enhance the planning of finished vehicle logistics on port terminals, accurate localization of every car is needed. The outdoor positioning task is sufficiently covered by (D-)GPS. However, vehicles on port terminals are also parked in multi-story car parks where GPS is not available. Common indoor positioning methods like Wi-Fi fingerprinting or Cell of Origin techniques have considerable problems dealing with the dynamic environment, which is full of metal car bodies. This paper presents a localization technique based on Wi-Fi Round Trip Time (RTT), which should help to achieve robust positioning results. The proposed positioning technique is based on a geometric approach, which uses trilateration and a probabilistic approach based on the likelihood of the car's position. As a result, it is shown that Wi-Fi RTT is an appropriate option for industrial indoor positioning in dynamic environments. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:857 / 862
页数:6
相关论文
共 20 条
  • [11] Izquierdo F., 2006, 2006 1 INT S WIR PER, DOI [10.1109/ISWPC.2006.1613598, DOI 10.1109/ISWPC.2006.1613598]
  • [12] Kevin Stanton C.A., 2015, ADDITION P802 11 MC
  • [13] Levenberg K., 1944, Q. Appl. Math, V2, P164, DOI [10.1090/QAM/10666, 10.1090/qam/10666, DOI 10.1090/QAM/10666]
  • [14] iParking: An Intelligent Indoor Location-Based Smartphone Parking Service
    Liu, Jingbin
    Chen, Ruizhi
    Chen, Yuwei
    Pei, Ling
    Chen, Liang
    [J]. SENSORS, 2012, 12 (11) : 14612 - 14629
  • [15] AN ALGORITHM FOR LEAST-SQUARES ESTIMATION OF NONLINEAR PARAMETERS
    MARQUARDT, DW
    [J]. JOURNAL OF THE SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 1963, 11 (02): : 431 - 441
  • [16] Mathias A., 2008, 2008 TYRRH INT WORKS
  • [17] More J. J., 1978, Proceedings of the Biennial Conference on numerical analysis, P105
  • [18] A SIMPLEX-METHOD FOR FUNCTION MINIMIZATION
    NELDER, JA
    MEAD, R
    [J]. COMPUTER JOURNAL, 1965, 7 (04) : 308 - 313
  • [19] Scholz-Reiter Bernd, 2012, IND MANAGEMENT, V28, P22
  • [20] Towards a standardised information exchange within finished vehicle logistics based on RFID and EPCIS
    Werthmann, Dirk
    Brandwein, Dennis
    Ruthenbeck, Carmen
    Scholz-Reiter, Bernd
    Freitag, Michael
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (14) : 4136 - 4152