[HTML][HTML] Current development and future prospects of multi-target assignment problem: A bibliometric analysis review

S Liu, Z Lin, W Huang, B Yan - Defence Technology, 2024 - Elsevier
The multi-target assignment (MTA) problem, a crucial challenge in command control,
mission planning, and a fundamental research focus in military operations, has garnered …

Model-aided deep neural network for source number detection

Y Yang, F Gao, C Qian, G Liao - IEEE Signal Processing Letters, 2019 - ieeexplore.ieee.org
Source number detection is a critical problem in array signal processing. Conventional
model-driven methods eg, Akaikes information criterion and minimum description length …

DOA estimation in impulsive noise via low-rank matrix approximation and weakly convex optimization

Q Liu, Y Gu, HC So - IEEE Transactions on Aerospace and …, 2019 - ieeexplore.ieee.org
Conventional direction-of-arrival (DOA) estimators are vulnerable to impulsive noise. In this
paper, to tackle this issue, a class of weakly convex-inducing penalties is introduced for …

Autonomous vehicle source enumeration exploiting non-cooperative UAV in software defined internet of vehicles

L Wan, L Sun, K Liu, X Wang, Q Lin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The traffic congestion and accidents can be relieved by deploying the software defined
internet of vehicles (SDN-IoV). However, the traffic of pedestrians and vehicles is particularly …

Enhanced PUMA for direction-of-arrival estimation and its performance analysis

C Qian, L Huang, ND Sidiropoulos… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Direction-of-arrival (DOA) estimation is a problem of significance in many applications. In
practice, due to the occurrence of coherent signals and/or when the number of available …

Detection of number of components in CANDECOMP/PARAFAC models via minimum description length

K Liu, JPCL Da Costa, HC So, L Huang, J Ye - Digital Signal Processing, 2016 - Elsevier
Detecting the number of components of the CANDECOMP/PARAFAC (CP) model, also
known as CP model order selection, is an essential task in signal processing and data …

Source Enumeration Utilizing Adaptive Diagonal Loading and Linear Shrinkage Coefficients

Y Tian, Z Zhang, W Liu, H Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Source enumeration is typically studied under the assumption of white noise, which may not
be suitable for real-world applications. In this article, a source enumeration algorithm robust …

MUSIC with capped Frobenius norm: Efficient robust direction-of-arrival estimator

XP Li, Z Liu, ZL Shi, HC So - IEEE Transactions on Aerospace …, 2023 - ieeexplore.ieee.org
Direction-of-arrival (DOA) estimation is a frequent need in the field of array signal
processing. While many conventional algorithms achieve excellent performance in …

Enumeration for a large number of sources based on a two-step difference operation of linear shrinkage coefficients

Z Zhang, Y Tian, W Liu, H Chen - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
A novel and computationally efficient source enumeration algorithm is proposed for large-
scale arrays with a small number of samples, by employing a two-step difference operation …

Three-dimensional near-field passive localization considering propagation attenuation based on trilinear decomposition

J Fang, H Chen, W Liu, M Zhu, G Wang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
In this article, a cumulant-based temporal–spatial localization algorithm for near-field (NF)
sources is presented, which considers NF sources' propagation attenuation, to estimate 3-D …