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Research Paper | Control Systems Engineering | China | Volume 9 Issue 10, October 2020 | Rating: 6.2 / 10
Wind Speed / Direction Estimation of Quadrotor UAV Based on BP Neural Network
Kai-Hong Wu
Abstract: In view of the problem that the rotor UAV only uses theIMU to estimate the ambient wind speed / direction, the existing literature generally solves the problem through the UAV's dynamic model or aerodynamic model [1], but the models used are more simplified and complex. In this study, by establishing the function fitting relationship between the ambient wind speed / wind direction and the conventional airborne IMU and other relevant flight parameters of the rotorcraft, the estimation of the ambient wind speed / direction in the flight process of the rotorcraft can be completed.
Keywords: BP Neural Network, Quadrotor, Wind speed, direction estimation, Ambient air flow
Edition: Volume 9 Issue 10, October 2020,
Pages: 1247 - 1250