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Quantitative Analysis Method and Correction Algorithm Based on Directivity Beam Pattern for Mismatches between
Lingmeng Yang1, Zhezheng Zhu1, Wangnan Chen1
1School of Integrated Circuits, Peking University, Beijing 100871, China.
Sensors (Basel, Switzerland)
|July 8, 2023
Summary
Acoustic dyadic sensors (ADSs) offer high directivity but are sensitive to unit mismatches. This study presents a model, analysis, and correction algorithm to address these mismatches, improving ADS performance for sound localization and noise cancellation.
Area of Science:
- Acoustics
- Sensor Technology
- Signal Processing
Background:
- Acoustic dyadic sensors (ADSs) exhibit high directivity, valuable for sound source localization and noise cancellation.
- Performance of ADSs is significantly degraded by mismatches among their sensitive units.
- Existing methods for characterizing and correcting these mismatches are limited.
Purpose of the Study:
- To develop a theoretical model for mixed mismatches in ADSs.
- To propose a quantitative analysis method for estimating mismatch magnitudes.
- To demonstrate a correction algorithm for improving ADS directivity patterns.
Main Methods:
- Established a theoretical model for mixed mismatches using a finite-difference approximation of uniaxial acoustic particle velocity gradient.
- Validated the model by comparing theoretical and experimental directivity patterns of a MEMS-based ADS.
- Developed and applied a directivity beam pattern analysis for mismatch quantification.
- Implemented and tested a correction algorithm using simulated and measured data.
Main Results:
- The theoretical model accurately reflects actual mismatches in ADSs.
- The quantitative analysis method effectively estimates mismatch magnitudes.
- The correction algorithm successfully improved simulated and measured directivity beam patterns.
Conclusions:
- The developed theoretical model and quantitative analysis provide a robust framework for understanding and mitigating mismatches in ADSs.
- The demonstrated correction algorithm enhances the practical application of ADSs in demanding acoustic environments.
- This work facilitates the design and optimization of high-performance ADSs for various acoustic applications.
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