研究目的
Investigating a novel concept for ad-hoc landing of unmanned aerial vehicles (UAV) in GNSS-denied environments using a wireless local positioning system based on 24 GHz secondary radar sensors.
研究成果
The proposed wireless local positioning system enables accurate and redundant 3D-positioning of UAVs in GNSS-denied environments, with a positioning RMSE of less than 31 cm using four beacons. The system's self-organization property makes it suitable for remote and extra-terrestrial applications.
研究不足
The unambiguous angular region of the dome array does not exceed 140° in elevation plane, limiting measurements for drone heights of less than 1 m. The system's performance could be improved by increasing the number of radar receive channels or using sensor fusion with an altimeter.
1:Experimental Design and Method Selection:
The system uses a multi-channel secondary radar sensor for angle-of-arrival (AOA) and distance estimation to miniaturized transponders (beacons) deployed by the UAV.
2:Sample Selection and Data Sources:
Four transponders were distributed randomly in the landing zone for localization.
3:List of Experimental Equipment and Materials:
A 24 GHz SIMO FMCW radar sensor with a 16-element dome array, miniaturized active transponders (beacons), and a UAV.
4:Experimental Procedures and Operational Workflow:
The UAV flies in a trajectory and lands between the beacons while the radar unit estimates its position based on measurements to the beacons.
5:Data Analysis Methods:
A Kalman filter with a constant velocity dynamic model was used to fuse results from different transponders and reduce outliers.
独家科研数据包,助您复现前沿成果,加速创新突破
获取完整内容