UWB base station ranging precision improving method, device and equipment

The invention discloses a UWB base station ranging precision improving method, device and equipment, relates to the technical field of positioning, and can solve the problem of low ranging precision of a UWB base station. The method comprises the steps that signal feature data of UWB equipment, a ranging value between a UWB base station and a UWB tag and a real distance value between the UWB base station and the UWB tag are collected, and the UWB equipment comprises the UWB base station and the UWB tag; and training an initial deep learning model by using the signal feature data, the distance measurement value and the real distance value until a preset stop condition is reached, and obtaining a trained deep learning model. 本发明公开了一种UWB基站测距精度提升方法、装置及设备，涉及定位技术领域，可解决UWB基站测距精度低的问题。其中方法包括：采集UWB设备的信号特征数据、UWB基站与UWB标签之间的测距值以及所述UWB基站与所述UWB标签之间的真实距离值，其中，所述UWB设备包括所述UWB基站与所述UWB标签；利用所述信号特征数据、所述测距值以及所述真实距离值训练初始深度学习模型，直到达到预设停止条件，得到训练完成的深度学习模型。