Real-Time Location System (RTLS) Based on the Bluetooth Technology for Internal Logistics

被引:6
|
作者
Lorenc, Augustyn [1 ]
Szarata, Jakub [2 ]
Czuba, Michal [2 ]
机构
[1] Cracow Univ Technol Poland, Dept Rail Vehicles & Transport, Al Jana Pawla II 37, PL-31864 Krakow, Poland
[2] SKK SA, R&D, Ul Gromadzka 54A, PL-30719 Krakow, Poland
关键词
real-time location system; Bluetooth; Bluetooth Low Energy; sensor; internal logistics; disruption; location;
D O I
10.3390/su15064976
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The problem of object localization in indoor environments is very important in order to make a company effective and to detect disruption in the logistics system in real-time. Present research investigates how the IoT (Internet of Things) location system based on Bluetooth can be implemented for this solution. The location based on the Bluetooth is hard to predict. Radio wave interference in this frequency is affected by other devices, steel, vessels containing water, and more. However, proper data processing and signal stabilization can increase the accuracy of the location. To be sure that the location system based on the BT (Bluetooth) can be implemented for real cases, an analysis of signal strength amplitude and disruption was made. The paper presents R&D (Research and Development) works with a practical test in real cases. The signal strength fluctuation for the receiver is between 7 and 10 dBm for ESP32 device and between 13 and 14 dBm for Raspberry. For commercial implementation the number of devices scanned in the time window is also important. For Raspberry, the optimal time window is 5 s; in this time six transmitters can be detected. ESP32 has a problem with detecting devices in a short time, as just two transmitters can be detected in 4-8 s time window. Localisation precision depends on the distance between transmitter and receiver, and the angle from the axis of the directional antenna. For the distance of 10 m the measurement error is 1.2-6.1 m, whilst for the distance of 40 m the measurement error is 4.9 to 24.6 m. Using a Kalman filter can reduce the localization error to 1.5 m.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] An Agile Real-Time Location System (RTLS) for Missing Persons Using loT Technology
    Zambrano, Ana
    Zambrano, Marcelo
    Ortiz, Eduardo
    Calderon, Xavier
    COMPUTACION Y SISTEMAS, 2020, 24 (02): : 845 - +
  • [2] Estimation of Measurement Uncertainty of the Real-Time Location System (RTLS) with Ultra-Wideband (UWB) Technology
    Krummenauer, Alex
    Gomes, Victor Emmanuel de Oliveira
    Nardelli, Vitor Camargo
    METROLOGY, 2023, 3 (02): : 113 - 130
  • [3] A study of real-time location system in logistics management based on active RFID
    Sun, Wei
    Xue, Dan
    Zheng, Di
    Dong, Lihua
    Zhou, Chang
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT LOGISTICS SYSTEMS, 2008, : 10 - 16
  • [4] Design and Implementation of the Ubiquitous Sensor Network-Based Monitoring System Using RTLS (Real-Time Location System)
    Hwang, Guyoun
    Shin, Dongkyoo
    Shin, Dongil
    Park, Jonghyuk
    Lee, Jaeil
    Kwon, Hyukjin
    SENSOR LETTERS, 2013, 11 (09) : 1721 - 1725
  • [5] Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments
    Syafrudin, Muhammad
    Lee, Keeeun
    Alfian, Ganjar
    Lee, Jaeho
    Rhee, Jongtae
    BDIOT 2018: PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON BIG DATA AND INTERNET OF THINGS, 2018, : 167 - 171
  • [6] Can Real Time Location System Technology (RTLS) Provide Useful Estimates of Time Use by Nursing Personnel?
    Jones, Terry L.
    Schlegel, Cara
    RESEARCH IN NURSING & HEALTH, 2014, 37 (01) : 75 - 84
  • [7] Characterization of Error in a Near-Field Electromagnetic Ranging (NFER) Real-Time Location System (RTLS)
    Schantz, Hans Gregory
    Weil, Christian
    Unden, Alfred Hans
    2011 IEEE RADIO AND WIRELESS SYMPOSIUM (RWS), 2011, : 379 - 382
  • [8] Contact tracing using real-time location system (RTLS): a simulation exercise in a tertiary hospital in Singapore
    Ng, Guan Yee
    Ong, Biauw Chi
    BMJ OPEN, 2022, 12 (10):
  • [9] An Indoor Real-Time Location System (RTLS) to Improve Patient Safety and Clinical Workflow of Radiation Therapy
    Yan, Y.
    Tang, G.
    Chambers, E.
    Gillespie, J.
    Wallace, C.
    Chiu, T.
    Pompos, A.
    Godley, A.
    Sher, D.
    Westover, K.
    Choy, H.
    Timmerman, R.
    Jiang, S.
    MEDICAL PHYSICS, 2021, 48 (06)
  • [10] Design and Implementation of Real-Time Localization System (RTLS) Based on UWB and TDoA Algorithm
    Zhang, Fengyun
    Yang, Li
    Liu, Yuhuan
    Ding, Yulong
    Yang, Shuang-Hua
    Li, Hao
    SENSORS, 2022, 22 (12)