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Optimizing Source and Sensor Placement for Sound Field Control
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main.m

README.md

SourceSensorPlacementSFC

DOI

Description

MATLAB scripts for overview article on optimization of source and sensor placement for sound field control.

  • S. Koyama, G. Chardon, and L. Daudet, "Optimizing Source and Sensor Placement for Sound Field Control: An Overview," IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2020.2964958, 2020.

The article is open access on IEEE Xplore.

Abstract

In order to control an acoustic field inside a target region, it is important to choose suitable positions of secondary sources (loudspeakers) and sensors (control points/microphones). This paper provides an overview of state-of-the-art source and sensor placement methods in sound field control. Although the placement of both sources and sensors greatly affects control accuracy and filter stability, their joint optimization has not been thoroughly investigated in the acoustics literature. In this context, we reformulate five general source and/or sensor placement methods that can be applied for sound field control. We compare the performance of these methods through extensive numerical simulations in both narrowband and broadband scenarios.

Example

Left: source and sensor positions selected by EIM (black dots and crosses); Right: synthesized pressure distribution of single plane wave.

Usage

  1. Download acoustic transfer function (ATF) data generated by 2D acoustic simulation using FreeFEM++ (https://freefem.org/) from the following link:

    To reproduce all the results, the full ATF data is required:

  2. Extract the zip file (atf.zip or atf_full.zip) in the folder "data".

  3. Run "main.m" by MATLAB.

License

MIT

Author

Shoichi Koyama

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