Sensor calibration method and device, computer equipment and readable storage medium

The invention discloses a sensor calibration method and device, computer equipment and a readable storage medium, and relates to the technical field of sensors. The calibration method of the sensor comprises the following steps: acquiring to-be-calibrated data; performing data preprocessing on the t...

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Hauptverfasser: LIU SIJIE, CHEN XINLEI, HUANG SHAOLUN, LIU XINYU
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a sensor calibration method and device, computer equipment and a readable storage medium, and relates to the technical field of sensors. The calibration method of the sensor comprises the following steps: acquiring to-be-calibrated data; performing data preprocessing on the to-be-calibrated data to obtain normalized data corresponding to the to-be-calibrated data; obtaining a preset calibration model, wherein the calibration model comprises a plurality of calibration clustering categories and linear regression calibration modules corresponding to the calibration clustering categories; and in each calibration cluster category, inputting the standardized data into the linear regression calibration module to obtain a target calibration value corresponding to the to-be-calibrated data. According to the embodiment of the invention, the measurement accuracy of the sensor can be greatly improved. 本申请公开了一种传感器的校准方法、装置、计算机设备和可读存储介质,涉及传感器技术领域。该传感器的校准方法包括获取待校准数据;对所述待校准数据进行数据预处理,得到与所述待校准数据对应的规范化数据;