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Novel Method for Processing the Dynamic Calibration Signal of Pressure Sensor
Zhongyu Wang1, Qiang Li2, Zhuoran Wang1
1School of Instrument Science and Opto-Electronic Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China. mewan@buaa.edu.cn.
This study introduces a novel method to extract true step response information from pressure sensor data, effectively filtering strong interference noise. The developed dynamic model accurately characterizes the sensor's performance.
Area of Science:
- Sensor Technology
- Signal Processing
- Dynamic Systems Analysis
Background:
- Dynamic calibration is crucial for obtaining accurate dynamic performance parameters of pressure sensors.
- Extracting true step response signals from noisy sensor outputs presents a significant challenge.
Purpose of the Study:
- To develop an effective method for processing pressure sensor output to extract true step response information under strong interference noise.
- To establish a dynamic model that accurately characterizes the dynamic performance of a calibrated pressure sensor.
Main Methods:
- A dynamic calibration system using a shock tube was employed to generate time-domain response signals.
- Difference modeling and fusion of generating sequences were applied to extract true signal information.
- QR decomposition was utilized to establish a dynamic model from the processed signal data.
Main Results:
- The proposed method successfully filtered strong interference noise from the pressure sensor output.
- The established dynamic model effectively characterized the dynamic performance of the pressure sensor.
- Validation through calibration tests and frequency-domain experiments confirmed the method's efficacy.
Conclusions:
- The developed signal processing technique enhances the accuracy of dynamic performance parameter acquisition for pressure sensors.
- This research provides a robust approach for dynamic calibration and modeling of pressure sensors in noisy environments.
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