Underdetermined DOA estimation under the compressive sensing framework: A review

Q Shen, W Liu, W Cui, S Wu - IEEE Access, 2016 - ieeexplore.ieee.org
Direction of arrival (DOA) estimation from the perspective of sparse signal representation
has attracted tremendous attention in past years, where the underlying spatial sparsity …

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 …

MISC array: A new sparse array design achieving increased degrees of freedom and reduced mutual coupling effect

Z Zheng, WQ Wang, Y Kong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recently, nested and coprime arrays have attracted considerable interest due to their
capability of providing increased array aperture, enhanced degrees of freedom (DOFs), and …

Remarks on the spatial smoothing step in coarray MUSIC

CL Liu, PP Vaidyanathan - IEEE Signal Processing Letters, 2015 - ieeexplore.ieee.org
Sparse arrays such as nested and coprime arrays use a technique called spatial smoothing
in order to successfully perform MUSIC in the difference-coarray domain. In this paper it is …

Cramér–Rao bounds for coprime and other sparse arrays, which find more sources than sensors

CL Liu, PP Vaidyanathan - Digital Signal Processing, 2017 - Elsevier
Abstract The Cramér–Rao bound (CRB) offers a lower bound on the variances of unbiased
estimates of parameters, eg, directions of arrival (DOA) in array processing. While there exist …

DOA estimation exploiting sparse array motions

G Qin, MG Amin, YD Zhang - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
This paper utilizes sparse array motion to increase the numbers of achievable both degrees
of freedom (DOFs) and consecutive lags in direction-of-arrival (DOA) estimation problems …

ULA fitting for sparse array design

W Shi, SA Vorobyov, Y Li - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
Existing sparse array (SA) geometries, such as coprime and nested arrays, can be regarded
as a concatenation of two uniform linear arrays (ULAs). Such arrays lead to a significant …

Enhanced and generalized coprime array for direction of arrival estimation

J Shi, F Wen, Y Liu, Z Liu, P Hu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Owing to the large degrees of freedom and reduced mutual coupling by generating
difference coarrays, nonuniform linear arrays have aroused great interest in direction of …

Generalized non-redundant sparse array designs

A Ahmed, YD Zhang - IEEE Transactions on Signal Processing, 2021 - ieeexplore.ieee.org
We present novel generalized non-redundant sparse array design strategies that achieve
the highest possible number of degrees-of-freedom (DOFs) for direction-of-arrival (DOA) …

Improved uniform linear array fitting scheme with increased lower bound on uniform degrees of freedom for DOA estimation

W Shi, Y Li - IEEE Transactions on Instrumentation and …, 2022 - ieeexplore.ieee.org
Recently, a uniform linear array (ULA) fitting (UF) principle is proposed for sparse array (SA)
design using pseudo-polynomial equations. Typically, it is verified that the designed SAs via …