Multichannel adaptive signal detection: Basic theory and literature review

W Liu, J Liu, C Hao, Y Gao, YL Wang - Science China Information …, 2022 - Springer
Multichannel adaptive signal detection uses test and training data jointly to form an adaptive
detector to determine whether a target exists. The resulting adaptive detectors typically …

Detector design and performance analysis for target detection in subspace interference

W Liu, J Liu, T Liu, H Chen… - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
It is often difficult to obtain sufficient training data for adaptive signal detection, which is
required to calculate the unknown noise covariance matrix. Additionally, interference is …

A unifying framework for adaptive radar detection in homogeneous plus structured interference—Part II: Detectors design

D Ciuonzo, A De Maio… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper deals with the problem of adaptive multidimensional/multichannel signal
detection in homogeneous Gaussian disturbance with unknown covariance matrix and …

Adaptive radar detection of subspace-based distributed target in power heterogeneous clutter

D Xiao, W Liu, J Liu, L Dai, X Fang… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
This paper investigates the problem of adaptive detection of distributed targets in power
heterogeneous clutter. In the considered scenario, all the data share the identical structure …

Multichannel signal detection based on Wald test in subspace interference and Gaussian noise

W Liu, J Liu, H Li, Q Du, YL Wang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper investigates the problem of detecting a multichannel signal embedded in
subspace interference and Gaussian noise. The interference lies in a known subspace but …

One-bit spectrum sensing for cognitive radio

PW Wu, L Huang, D Ramírez… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Spectrum sensing for cognitive radio requires effective monitoring of wide bandwidths,
which translates into high-rate sampling. Traditional spectrum sensing methods employing …

GLR, Rao, and Wald tests for distributed parametric detection in subspace interference

AP Shikhaliev, B Himed - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
This paper considers the detection of a target in a distributed radar system, wherein the
received reflections from the said target are contaminated with heterogeneous clutter …

Distributed target detection in partially homogeneous environment when signal mismatch occurs

W Liu, J Liu, Q Du, YL Wang - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
This paper investigates the problem of detecting a distributed target in the presence of signal
mismatch in a partially homogeneous environment. To design a selective detector, we …

Interfering channel estimation in radar-cellular coexistence: How much information do we need?

F Liu, A Garcia-Rodriguez… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we focus on the coexistence between a MIMO radar and cellular base stations.
We study the interfering channel estimation, where the radar is operated in the “search and …

CLEAN‐based coherent integration method for high‐speed multi‐targets detection

X Li, L Kong, G Cui, W Yi - IET Radar, Sonar & Navigation, 2016 - Wiley Online Library
Coherent integration for high‐speed multi‐targets detection is a challenging task in radar
applications. First, range migration (RM) and Doppler frequency migration (DFM) induced by …