MIMO radar for advanced driver-assistance systems and autonomous driving: Advantages and challenges

S Sun, AP Petropulu, HV Poor - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
Important requirements for automotive radar are high resolution, low hardware cost, and
small size. Multiple-input, multiple-output (MIMO) radar technology has been receiving …

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 …

Overview of radar waveform diversity

SD Blunt, EL Mokole - IEEE Aerospace and Electronic Systems …, 2016 - ieeexplore.ieee.org
Radar waveform diversity has received considerable attention in recent years due to
increasing spectral congestion and the burgeoning capabilities of digital waveform …

Sparse methods for direction-of-arrival estimation

Z Yang, J Li, P Stoica, L Xie - Academic Press Library in Signal Processing …, 2018 - Elsevier
Abstract Direction-of-arrival (DOA) estimation refers to the process of retrieving the direction
information of several electromagnetic waves/sources from the outputs of a number of …

Robust adaptive beamforming based on interference covariance matrix reconstruction and steering vector estimation

Y Gu, A Leshem - IEEE Transactions on Signal Processing, 2012 - ieeexplore.ieee.org
Adaptive beamformers are sensitive to model mismatch, especially when the desired signal
is present in training snapshots or when the training is done using data samples. In contrast …

Resolution enhancement for large-scale real beam mapping based on adaptive low-rank approximation

Y Zhang, J Luo, Y Zhang, Y Huang… - … on Geoscience and …, 2022 - ieeexplore.ieee.org
Recently, a variety of super-resolution (SR) methods have been devoted to enhancing the
angular resolution of real beam mapping (RBM) imagery in modern microwave remote …

Sparsity-based DOA estimation using co-prime arrays

YD Zhang, MG Amin, B Himed - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
In this paper, we propose co-prime arrays for effective direction-of-arrival (DOA) estimation.
To fully utilize the virtual aperture achieved in the difference co-array constructed from a co …

SPICE: A sparse covariance-based estimation method for array processing

P Stoica, P Babu, J Li - IEEE Transactions on Signal Processing, 2010 - ieeexplore.ieee.org
This paper presents a novel SParse Iterative Covariance-based Estimation approach,
abbreviated as SPICE, to array processing. The proposed approach is obtained by the …

Compressive beamforming

A Xenaki, P Gerstoft, K Mosegaard - The Journal of the Acoustical …, 2014 - pubs.aip.org
Sound source localization with sensor arrays involves the estimation of the direction-of-
arrival (DOA) from a limited number of observations. Compressive sensing (CS) solves such …

Efficient joint DOA and TOA estimation for indoor positioning with 5G picocell base stations

M Pan, P Liu, S Liu, W Qi, Y Huang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The ubiquity, large bandwidth, and spatial diversity of the fifth-generation (5G) cellular signal
render it a promising candidate for accurate positioning in indoor environments where the …