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
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页数:22
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共 26 条
  • [1] Ambrose Anthony, 2022, 2022 17th Annual System of Systems Engineering Conference (SOSE)., P445, DOI 10.1109/SOSE55472.2022.9812679
  • [2] Astafiev A. V., 2021, 2021 International Russian Automation Conference (RusAutoCon), P1056, DOI 10.1109/RusAutoCon52004.2021.9537469
  • [3] Bluetooth portal-based system to measure the performance of building emergency evacuation plans and drills
    Astarita, Vittorio
    Festa, Demetrio Carmine
    Giofre, Vincenzo Pasquale
    Vitale, Alessandro
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2018, 12 (04) : 294 - 300
  • [4] Measuring nursing movements using real time tracking data at the Royal Wolverhampton Hospital Trust
    Cannaby, Ann -Marie
    Carter, Vanda
    Strobel, Stephenson
    Tafti, Elena Ashtari
    [J]. SPATIAL AND SPATIO-TEMPORAL EPIDEMIOLOGY, 2022, 43
  • [5] A Novel Energy Management Approach for Smart Homes Using Bluetooth Low Energy
    Collotta, Mario
    Pau, Giovanni
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (12) : 2988 - 2996
  • [6] Gerwin L., 2022, Z KUNSTST J PLAST TE, V117, P56, DOI [10.1515/zwf-2022-1012, DOI 10.1515/ZWF-2022-1012]
  • [7] Jin T., 2023, Proceedings of the Canadian Society of Civil Engineering Annual Conference 2021: CSCE21 Construction Track. Lecture Notes in Civil Engineering (247), P309, DOI 10.1007/978-981-19-0968-9_25
  • [8] The Potential Role of an Adjunctive Real-Time Locating System in Preventing Secondary Transmission of SARS-CoV-2 in a Hospital Environment: Retrospective Case-Control Study
    Kim, Min Hyung
    Ryu, Un Hyoung
    Heo, Seok-Jae
    Kim, Yong Chan
    Park, Yoon Soo
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2022, 24 (10)
  • [9] Krishnan Mendoza, 2021, INTELL SYST REF LIB, P25, DOI DOI 10.1007/978-3-030-67270-6_2
  • [10] Indoor Positioning and Tracking by Coupling IMU and UWB with the Extended Kalman Filter
    Krishnaveni, B. Venkata
    Reddy, K. Suresh
    Reddy, P. Ramana
    [J]. IETE JOURNAL OF RESEARCH, 2023, 69 (10) : 6757 - 6766