Twenty-five years of sensor array and multichannel signal processing: A review of progress to date and potential research directions

W Liu, M Haardt, MS Greco… - IEEE Signal …, 2023 - ieeexplore.ieee.org
In this article, a general introduction to the area of sensor array and multichannel signal
processing is provided, including associated activities of the IEEE Signal Processing Society …

[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 …

Structured Nyquist correlation reconstruction for DOA estimation with sparse arrays

C Zhou, Y Gu, Z Shi, M Haardt - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
Sparse arrays are known to achieve an increased number of degrees-of-freedom (DOFs) for
direction-of-arrival (DOA) estimation, where an augmented virtual uniform array calculated …

Deep networks for direction-of-arrival estimation in low SNR

GK Papageorgiou, M Sellathurai… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this work, we consider direction-of-arrival (DoA) estimation in the presence of extreme
noise using Deep Learning (DL). In particular, we introduce a Convolutional Neural Network …

Adaptive virtual waveform design for millimeter-wave joint communication–radar

P Kumari, SA Vorobyov… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Joint communication and radar (JCR) waveforms with fully digital baseband generation and
processing can now be realized at the millimeter-wave (mmWave) band. Prior work has …

Robots saving lives: A literature review about search and rescue (sar) in harsh environments

K Tong, Y Hu, B Dikic, S Solmaz… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
In recent years, the rise in both natural and man-made disasters, along with armed conflicts
and terrorist threats, has elevated the demand for Search and Rescue (SAR) missions …

A survey on 5G massive MIMO localization

F Wen, H Wymeersch, B Peng, WP Tay, HC So… - Digital Signal …, 2019 - Elsevier
Massive antenna arrays can be used to meet the requirements of 5G, by exploiting different
spatial signatures of users. This same property can also be harnessed to determine the …

Gridless DOA estimation and root-MUSIC for non-uniform linear arrays

M Wagner, Y Park, P Gerstoft - IEEE transactions on signal …, 2021 - ieeexplore.ieee.org
Gridless direction of arrival (DOA) estimation is addressed for a 1-D non-uniform array
(NUA) of arbitrary geometry. Currently, gridless DOA estimation is solved via convex …

Three more decades in array signal processing research: An optimization and structure exploitation perspective

M Pesavento, M Trinh-Hoang… - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
The signal processing community is currently witnessing the emergence of sensor array
processing and direction-of-arrival (DoA) estimation in various modern applications, such as …

Joint beamforming design for dual-functional MIMO radar and communication systems guaranteeing physical layer security

F Dong, W Wang, X Li, F Liu, S Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The dual-functional radar and communication (DFRC) technique constitutes a promising
next-generation wireless solution, due to its benefits in terms of power consumption …