[HTML][HTML] A survey of sound source localization with deep learning methods

PA Grumiaux, S Kitić, L Girin, A Guérin - The Journal of the Acoustical …, 2022 - pubs.aip.org
This article is a survey of deep learning methods for single and multiple sound source
localization, with a focus on sound source localization in indoor environments, where …

[HTML][HTML] Closed-form DoA solution for co-centered orthogonal microphone arrays based on multilateration equations

K Zengin, A Yeşildirek - Applied Sciences, 2023 - mdpi.com
This study proposes a closed-form direction-of-arrival (DoA) solution derived from
multilateration equations for microphone arrays of co-centered and orthogonal pairs. The …

Attention-Integrated CNN for Precise Sound Source Localization with Microphone Arrays

E Yazdankhah, S Karimi - 2024 11th International Symposium …, 2024 - ieeexplore.ieee.org
Sound source localization (SSL) in noisy reverberant environments using microphone
arrays presents a significant challenge that has garnered considerable research interest …

Deep learning techniques for direction of arrival estimation

ZM Liu, L Wu, PS Yu - 2023 - IET
This chapter presents an overview of how deep learning (DL) techniques can be exploited to
solve the problem of direction-of-arrival (DOA) estimation, and also provides a solution to …

A Study of Angle of Arrival Estimation of a RF Signal with FPGA Acceleration

JF Lin, T Morehouse, C Montes… - 2024 International …, 2024 - ieeexplore.ieee.org
This paper presents a comprehensive study on angle of arrival (AoA) estimation techniques
for wireless communication systems. In particular, signal processing techniques including …