四旋翼无人机机载低成本接收模块RTK/PPK定位潜力评估

RTK/PPK positioning potential evaluation of low-cost receivers onboard quadrotor UAVs

  • 摘要: 低成本GNSS接收模块因其厘米级的实时动态差分定位(real time kinematic,RTK)技术/事后动态载波相位差分(post processed kinematic,PPK)技术定位精度在轻小型无人机(unmanned aerial vehicle,UAV)测绘遥感应用中被广泛使用. 为评估旋翼UAV机载的低成本接收模块RTK/PPK定位潜力,设计了基于四旋翼UAV的机载RTK实验,通过与测量级多频接收机RTK/PPK结果比较评估低成本接收模块的定位潜力. 结果显示,低成本接收模块的RTK定位结果与测量级双频接收机的RTK定位结果在水平方向的均方根误差(root mean square error, RMSE)为5.4 mm,垂直方向为16.6 mm,PPK定位结果在水平方向的RMSE为2.5 mm,垂直方向为4.7 mm. 研究结果为低成本接收模块在低空飞行器中的高精度测绘应用提供了实践依据.

     

    Abstract: Low-cost GNSS receiver modules are widely used in lightweight and small unmanned aerial vehicle (UAV)-based surveying and remote sensing applications due to their centimeter-level real time kinematic (RTK) / post processed kinematic (PPK) positioning accuracy. To evaluate the RTK/PPK positioning potential of low-cost receiver modules mounted on rotorcraft UAVs, an onboard RTK experiment is conducted using a quadrotor UAV. The positioning potential of the low-cost module is assessed by comparing their RTK/PPK results with those from a geodetic-grade multi-frequency receiver. The results show that the root mean square error (RMSE) of the horizontal and vertical differences between the RTK positioning results of the low-cost receiver module and the dual-frequency geodetic receiver are 5.4 mm and 16.6 mm, respectively. For PPK positioning, the horizontal and vertical RMSE are 2.5 mm and 4.7 mm, respectively. These findings provide practical evidence supporting the use of low-cost receiver modules in high-precision mapping applications for low-altitude UAVs.

     

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