Ultrasonic Array-Based Multi-Source Fusion Indoor Positioning Technology

Underground mining involves numerous risks, such as collapses, gas leaks, and explosions, posing significant threats to worker safety. In this work, we develop an indoor localization system that uses Bluetooth for coarse positioning and ultrasonic arrays for precision calibration. This system is par...

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Published inSensors (Basel, Switzerland) Vol. 24; no. 20; p. 6641
Main Authors Li, Cong, Zhang, Chenning, Chen, Bing, Xu, Shaojian, Xu, Luping, Yan, Bo
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 01.10.2024
MDPI
Subjects
Accuracy
Algorithms
Analysis
Automation
Bluetooth technology
Communications equipment
Costs
Energy consumption
GDOP
Global positioning systems
GPS
indoor positioning
Inertial navigation
Inertial navigation (Aeronautics)
Localization
Mines
Mines and mineral resources
Mining
Occupational health and safety
positioning accuracy
Receivers & amplifiers
Systems stability
TDoA
Technology
Transmitters
ultrasonic
indoor positioning
TDoA
positioning accuracy
ultrasonic
GDOP
Online AccessGet full text
ISSN1424-8220
1424-8220
DOI10.3390/s24206641

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Abstract Underground mining involves numerous risks, such as collapses, gas leaks, and explosions, posing significant threats to worker safety. In this work, we develop an indoor localization system that uses Bluetooth for coarse positioning and ultrasonic arrays for precision calibration. This system is particularly useful for automated mining operations in underground environments where satellite positioning signals are unavailable. The indoor localization system consists of ultrasonic receiver arrays and an improved multi-transmitter-multi-receiver algorithm, enabling accurate localization within the mining environment. Geometric Dilution of Precision (GDOP) analysis is incorporated to optimize the network layout, and an inertial navigation module is integrated to track the posture of moving objects, enabling precise trajectory determination over large areas, such as coal mines. In the experiment, three traditional methods were compared, and the proposed tracking approach demonstrated a positioning accuracy within 10 cm, reducing error by 20% compared to conventional techniques. This high-precision indoor localization method proves beneficial for underground mining applications.
AbstractList Underground mining involves numerous risks, such as collapses, gas leaks, and explosions, posing significant threats to worker safety. In this work, we develop an indoor localization system that uses Bluetooth for coarse positioning and ultrasonic arrays for precision calibration. This system is particularly useful for automated mining operations in underground environments where satellite positioning signals are unavailable. The indoor localization system consists of ultrasonic receiver arrays and an improved multi-transmitter-multi-receiver algorithm, enabling accurate localization within the mining environment. Geometric Dilution of Precision (GDOP) analysis is incorporated to optimize the network layout, and an inertial navigation module is integrated to track the posture of moving objects, enabling precise trajectory determination over large areas, such as coal mines. In the experiment, three traditional methods were compared, and the proposed tracking approach demonstrated a positioning accuracy within 10 cm, reducing error by 20% compared to conventional techniques. This high-precision indoor localization method proves beneficial for underground mining applications.
Underground mining involves numerous risks, such as collapses, gas leaks, and explosions, posing significant threats to worker safety. In this work, we develop an indoor localization system that uses Bluetooth for coarse positioning and ultrasonic arrays for precision calibration. This system is particularly useful for automated mining operations in underground environments where satellite positioning signals are unavailable. The indoor localization system consists of ultrasonic receiver arrays and an improved multi-transmitter-multi-receiver algorithm, enabling accurate localization within the mining environment. Geometric Dilution of Precision (GDOP) analysis is incorporated to optimize the network layout, and an inertial navigation module is integrated to track the posture of moving objects, enabling precise trajectory determination over large areas, such as coal mines. In the experiment, three traditional methods were compared, and the proposed tracking approach demonstrated a positioning accuracy within 10 cm, reducing error by 20% compared to conventional techniques. This high-precision indoor localization method proves beneficial for underground mining applications.Underground mining involves numerous risks, such as collapses, gas leaks, and explosions, posing significant threats to worker safety. In this work, we develop an indoor localization system that uses Bluetooth for coarse positioning and ultrasonic arrays for precision calibration. This system is particularly useful for automated mining operations in underground environments where satellite positioning signals are unavailable. The indoor localization system consists of ultrasonic receiver arrays and an improved multi-transmitter-multi-receiver algorithm, enabling accurate localization within the mining environment. Geometric Dilution of Precision (GDOP) analysis is incorporated to optimize the network layout, and an inertial navigation module is integrated to track the posture of moving objects, enabling precise trajectory determination over large areas, such as coal mines. In the experiment, three traditional methods were compared, and the proposed tracking approach demonstrated a positioning accuracy within 10 cm, reducing error by 20% compared to conventional techniques. This high-precision indoor localization method proves beneficial for underground mining applications.
Audience Academic
Author Zhang, Chenning
Xu, Shaojian
Li, Cong
Xu, Luping
Chen, Bing
Yan, Bo
AuthorAffiliation 2 School of Aerospace Science and Technology, Xidian University, Xi’an 710126, China; 22131214171@stu.xidian.edu.cn (C.Z.); lpxu@mail.xidian.edu.cn (L.X.)
3 Laboratory of Transport Safety and Emergency Technology, Transport Planning and Research Institute, Beijing 100029, China; chenbing@tpri.org.cn
1 National Key Laboratory of Science and Technology on Space Microwave, Xi’an 710100, China; lic1@cast504.com
4 Beijing Leiyin Electronic Technology Development Co., Ltd., Beijing 100070, China; xushaojian@139.com
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Keywords indoor positioning
TDoA
positioning accuracy
ultrasonic
GDOP
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StartPage 6641
SubjectTerms Accuracy
Algorithms
Analysis
Automation
Bluetooth technology
Communications equipment
Costs
Energy consumption
GDOP
Global positioning systems
GPS
indoor positioning
Inertial navigation
Inertial navigation (Aeronautics)
Localization
Mines
Mines and mineral resources
Mining
Occupational health and safety
positioning accuracy
Receivers & amplifiers
Systems stability
TDoA
Technology
Transmitters
ultrasonic
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Title Ultrasonic Array-Based Multi-Source Fusion Indoor Positioning Technology
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https://doi.org/10.3390/s24206641
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