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 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 …
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 …
detection in homogeneous Gaussian disturbance with unknown covariance matrix and …
Complex parameter Rao, Wald, gradient, and Durbin tests for multichannel signal detection
M Sun, W Liu, J Liu, C Hao - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
In the problem of multichannel signal detection, when it comes to the detector design criteria
apart from the generalized likelihood ratio test, the traditional method is to cascade the real …
apart from the generalized likelihood ratio test, the traditional method is to cascade the real …
Radar multi-frame detection in a complicated multi-target environment
In this article, we develop a multiframe detection architecture relying on the generalized
likelihood ratio test (GLRT) to address complicated multitarget detection and tracking in …
likelihood ratio test (GLRT) to address complicated multitarget detection and tracking in …
[HTML][HTML] 机载雷达空时自适应处理技术研究综述
谢文冲, 段克清, 王永良 - 雷达学报, 2017 - edit.radars.ac.cn
机载雷达空时自适应处理技术研究综述 «上一篇 文章快速检索 高级检索 下一篇» 雷达学报
2017, Vol. 6 Issue (6): 575-586 DOI: 10.12000/JR17073 0 引用本文 谢文冲, 段克清, 王永良. 机 …
2017, Vol. 6 Issue (6): 575-586 DOI: 10.12000/JR17073 0 引用本文 谢文冲, 段克清, 王永良. 机 …
A unifying framework for adaptive radar detection in homogeneous plus structured interference—Part I: On the maximal invariant statistic
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 …
detection in homogeneous Gaussian disturbance with unknown covariance matrix and …
Multichannel signal detection in interference and noise when signal mismatch happens
W Liu, J Liu, Y Gao, G Wang, YL Wang - Signal Processing, 2020 - Elsevier
In this paper, we consider the problem of detecting a multichannel signal in interference and
noise when signal mismatch happens. We first propose two selective detectors, since their …
noise when signal mismatch happens. We first propose two selective detectors, since their …
On the statistical invariance for adaptive radar detection in partially homogeneous disturbance plus structured interference
D Ciuonzo, A De Maio… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper deals with the problem of adaptive vector subspace signal detection in partially
homogeneous Gaussian disturbance and structured (unknown) deterministic interference …
homogeneous Gaussian disturbance and structured (unknown) deterministic interference …
Multi-channel signal integration approach for high-speed target detection in coherent MIMO radar system
Coherently integrating echoes of multiple-input–multiple-output (MIMO) radar could
enhance detection performance and early warning capability for high-speed weak targets …
enhance detection performance and early warning capability for high-speed weak targets …