TY - JOUR
T1 - A Novel Positioning Method for UAV in GNSS-Denied Environments Based on Mechanical Antenna
AU - Cui, Yong
AU - Wang, Chen
AU - Hu, Qinglei
AU - Xu, Bin
AU - Song, Xiao
AU - Yuan, Zhihong
AU - Zhu, Yingzhen
N1 - Publisher Copyright:
IEEE
PY - 2024
Y1 - 2024
N2 - As the application of unmanned aerial vehicle (UAV) become increasingly widespread in various industries, its positioning in Global Navigation Satellite System (GNSS) denied environments plays an indispensable role in certain scenarios such as dense woods and enclosed underground environment. However, there are several existing defects of the conventional positioning method for UAV in GNSS-denied environments, such as the error accumulation and poor long-term accuracy in Inertial Navigation Systems and requirement for sufficient light and high computing power in vision-based localization. Therefore, a novel positioning method for UAV in GNSS-denied environments based on mechanical antenna (MA) is proposed in this work, which consists of MA installed on UAV to generated low-frequency (LF) magnetic signal, the three-dimensional magnetic field sensor in ground base station to receive signal, and the corresponding positioning algorithm based on particle swarm optimization. EM signals in LF bands is applied in positioning, therefore, this method has high propagation stability and anti-interference due to the characteristics of LF bands. Furthermore, because MA technology can greatly reduce the size and power consumption of the LF transmitting system, the LF signal used for positioning can be generated by a portable MA installed on UAV. Theoretical analysis and positioning experiments based on this method are carried out in detail. According to the results, the positioning method proposed in this work is of great feasibility with a mean error < 0.45 m in measurement, which will provide an alternative instrumentation for the positioning of UAV in GNSS-denied environments and can be used in a variety of industrial scenarios with complex electromagnetic environments in the future.
AB - As the application of unmanned aerial vehicle (UAV) become increasingly widespread in various industries, its positioning in Global Navigation Satellite System (GNSS) denied environments plays an indispensable role in certain scenarios such as dense woods and enclosed underground environment. However, there are several existing defects of the conventional positioning method for UAV in GNSS-denied environments, such as the error accumulation and poor long-term accuracy in Inertial Navigation Systems and requirement for sufficient light and high computing power in vision-based localization. Therefore, a novel positioning method for UAV in GNSS-denied environments based on mechanical antenna (MA) is proposed in this work, which consists of MA installed on UAV to generated low-frequency (LF) magnetic signal, the three-dimensional magnetic field sensor in ground base station to receive signal, and the corresponding positioning algorithm based on particle swarm optimization. EM signals in LF bands is applied in positioning, therefore, this method has high propagation stability and anti-interference due to the characteristics of LF bands. Furthermore, because MA technology can greatly reduce the size and power consumption of the LF transmitting system, the LF signal used for positioning can be generated by a portable MA installed on UAV. Theoretical analysis and positioning experiments based on this method are carried out in detail. According to the results, the positioning method proposed in this work is of great feasibility with a mean error < 0.45 m in measurement, which will provide an alternative instrumentation for the positioning of UAV in GNSS-denied environments and can be used in a variety of industrial scenarios with complex electromagnetic environments in the future.
KW - Autonomous aerial vehicles
KW - Base stations
KW - Global Navigation Satellite System (GNSS) denied environments
KW - Global navigation satellite system
KW - Meteorology
KW - Permanent magnets
KW - Satellite antennas
KW - Transmitting antennas
KW - low-frequency (LF) transmitter
KW - mechanical antenna
KW - unmanned aerial vehicle (UAV) positioning
UR - http://www.scopus.com/inward/record.url?scp=85184330041&partnerID=8YFLogxK
U2 - 10.1109/TIE.2023.3347859
DO - 10.1109/TIE.2023.3347859
M3 - Article
AN - SCOPUS:85184330041
SN - 0278-0046
SP - 1
EP - 9
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
ER -