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无人机传感器故障诊断系统的数据预处理措施

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无人机飞行安全与传感器提供的信息支持有直接关系,为保证信息真实有效,对传感器数据进行预处理具有重要意义,可以有效提高故障诊断率.基于此,文章围绕无人机传感器故障诊断系统的数据预处理措施进行了探讨.首先,介绍无人机传感器构成.之后,通过中值滤波和改进阈值函数的小波滤波相结合方式消除信号噪音干扰.最后,借助仿真实验验证该方法的效果.结果表明,该方法可有效避免信号失真现象发生.希望本次论述可以起到借鉴作用,为从业人员提供参考.
Data Preprocessing Measures for Unmanned Aerial Vehicle Sensor Fault Diagnosis System
The safety of drone flight is directly related to the information support provided by sensors.To ensure the authenticity and effectiveness of information,preprocessing sensor data is of great significance and can effectively improve the fault diagnosis rate.Based on this,the article explores the data preprocessing measures of the unmanned aerial vehicle sensor fault diagnosis system.Firstly,introduce the composition of drone sensors.Afterwards,signal noise interference is eliminated by combining median filtering and wavelet filtering with improved threshold function.Finally,the effectiveness of this method is verified through simula-tion experiments.

dronessensorsfault diagnosis system

叶嘉铮

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嘉兴职业技术学院,浙江 嘉兴

无人机 传感器 故障诊断系统

2024

科学技术创新
黑龙江省科普事业中心

科学技术创新

影响因子:0.842
ISSN:1673-1328
年,卷(期):2024.(13)