Signal Processing and Speech Communication Laboratory
hometheses & projects › Noise source localization using a small microphone array

Noise source localization using a small microphone array

Status
In work
Type
Master Thesis
Announcement date
07 Apr 2023
Student
Thomas Röck
Mentors
Research Areas

Short description

For noise level measurements, in many cases it is important, where the noise is coming from. The aim of this project is to design a device that is able to locate the noise source in both azimuth and elevation. The resolution should be at least 10-20° for the direction and 1/3 octave for the spectrum. The algorithm should be running on an embedded device, therefore computational complexity and power consumption are critical. Size is also an issue and should not exceed a diameter of 20 cm.

Your Tasks

  • Review of literature on sound source localization.
  • Implementation and comparison of different sound source localization algorithms (e.g. in Matlab, Python or Julia).
  • Recording of a small test database.
  • Design of a hardware demonstrator.
  • Evaluation of the algorithm.

Your Profile/Prerequisites

  • Motivation and interest in the topic.
  • Solid Background in Signal Processing.
  • Experience with either Matlab, Python, Julia, etc.

This project is in cooperation with NTI-Audio AG, Liechtenstein. There is a financial compensation available that is subject to negotiations between the student and the project partner.

Contact:

Martin Hagmüller (hagmueller@tugraz.at or 0316-873 4377)