Nonparametric detection of signals by information theoretic criteria: Performance analysis and an improved estimator

B Nadler - IEEE Transactions on Signal Processing, 2010 - ieeexplore.ieee.org
Determining the number of sources from observed data is a fundamental problem in many
scientific fields. In this paper we consider the nonparametric setting, and focus on the …

Source enumeration via MDL criterion based on linear shrinkage estimation of noise subspace covariance matrix

L Huang, HC So - IEEE Transactions on Signal Processing, 2013 - ieeexplore.ieee.org
Numerous methodologies have been investigated for source enumeration in sample-
starving environments. For those having their root in the framework of random matrix theory …

Spatial sparsity based secure transmission strategy for massive MIMO systems against simultaneous jamming and eavesdrop**

Z Shen, K Xu, X **a, W **e… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the interactions between a base station (BS) and a full-duplex
(FD) active eavesdropper in the uplink of multi-cell massive multiple-input multiple-output …

Simultaneous localization of multiple unknown emitters based on UAV monitoring big data

J Li, Y He, X Zhang, Q Wu - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
The increasing of illegal radiations, which are either artificial or unintentional, has seriously
influenced the reliable communication and operation of industrial facilities. In this article, we …

Improved unitary root-MUSIC for DOA estimation based on pseudo-noise resampling

C Qian, L Huang, HC So - IEEE Signal Processing Letters, 2013 - ieeexplore.ieee.org
A novel pseudo-noise resampling (PR) based unitary root-MUSIC algorithm for direction-of-
arrival (DOA) estimation is derived in this letter. Our solution is able to eliminate the …

An off-grid iterative reweighted approach to one-bit direction of arrival estimation

L Feng, L Huang, Q Li, ZQ He… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article addresses the problem of direction of arrival (DOA) estimation only relying on the
sign bits of the array signal. A new optimization model is formulated to realize the …

R-dimensional ESPRIT-type algorithms for strictly second-order non-circular sources and their performance analysis

J Steinwandt, F Roemer, M Haardt… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
High-resolution parameter estimation algorithms designed to exploit the prior knowledge
about incident signals from strictly second-order (SO) noncircular (NC) sources allow for a …

One-bit cramér–rao bound of direction of arrival estimation for deterministic signals

M Chen, Q Li, L Huang, L Feng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
One-bit direction of arrival (DOA) estimation has received considerable attention in recent
years due to its ability to reduce complexity, cost, and storage in radar and wireless …

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 …

Response vector constrained robust LCMV beamforming based on semidefinite programming

J Xu, G Liao, S Zhu, L Huang - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
Although linearly constrained minimum variance (LCMV) beamforming is robust against
imprecise target information, it usually leads to relatively high sidelobe and distorted …