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Sea Clutter Suppression and Target Detection Algorithm of Marine Radar Image Sequence Based on Spatio-Temporal Domain Joint Filtering [PDF]

open access: yesEntropy, 2022
In marine radar target detection, sea clutter will cause a large number of missed alarms and false alarms, which will affect the accuracy of target detection.
Baotian Wen, Yanbo Wei, Zhizhong Lu
doaj   +3 more sources

Sea Clutter Suppression Based on Complex-Valued Neural Networks Optimized by PSD [PDF]

open access: goldIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Sea clutter suppression plays an important role in improving the estimation accuracy of the motion parameters of moving ships. Based on the chaotic characteristics of sea clutter, a novel sea clutter suppression method based on complex-valued neural ...
Hongling Zhu, Ze Yu, Jindong Yu
doaj   +2 more sources

A Sea Clutter Suppression Method Based on Machine Learning Approach for Marine Surveillance Radar

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Marine surveillance radar is widely used in marine monitoring for its ability of observing sea surface all-time and all-weather. However, the radar target detection performance is seriously affected by the existence of sea clutter.
Jifang Pei   +7 more
doaj   +2 more sources

Electromagnetic Scattering and Statistic Analysis of Clutter from Oil Contaminated Sea Surface [PDF]

open access: gold, 2015
In order to investigate the electromagnetic (EM) scattering characteristics of the three dimensional sea surface contaminated by oil, a rigorous numerical method multilevel fast multipole algorithm (MLFMA) is developed to preciously calculate the ...
Conghui Qi, Zhiqin Zhao
openalex   +3 more sources

Nonlinear Dynamics of Sea Clutter [PDF]

open access: hybridInternational Journal of Navigation and Observation, 2008
We review experimental evidence for the nonlinearity of sea clutter and the role of the z‐parameter or Mann‐Whitney rank‐sum statistic in quantifying this nonlinear behavior in the context of a hybrid AM/FM model for sea clutter, viewed as a cyclostationary process. An independent theoretical derivation of the stochastic dynamics of radar scattering in
Timothy R. Field, Simon Haykin
  +5 more sources

Characteristic Description and Statistical Model-Based Method for Sea Clutter Modeling

open access: yesRemote Sensing
The modeling and analysis of sea clutter are of great significance in radar target detection studies in marine environments. Sea clutter typically exhibits non-Gaussian characteristics and spatiotemporal correlations, posing challenges for modeling ...
Huafeng He   +5 more
doaj   +2 more sources

Sea Clutter Amplitude Prediction via an Attention-Enhanced Seq2Seq Network

open access: yesRemote Sensing, 2023
Sea clutter is a kind of ubiquitous interference in sea-detecting radars, which will definitely influence target detection. An accurate sea clutter prediction method is supposed to be beneficial while existing prediction methods are based on the one-step-
Qizhe Qu   +5 more
doaj   +2 more sources

Sea Clutter Suppression Using Smoothed Pseudo-Wigner–Ville Distribution–Singular Value Decomposition during Sea Spikes

open access: yesRemote Sensing, 2023
The detection of small targets within the background of sea clutter is a significant challenge faced in radar signal processing. Small target echoes are weak in energy, and can be submerged by sea clutter and sea spikes, which are caused by overturning ...
Guigeng Li   +3 more
doaj   +2 more sources

A Novel Reconstruction Method of K-Distributed Sea Clutter with Spatial–Temporal Correlation [PDF]

open access: yesSensors, 2020
The reconstruction of sea clutter plays an important role in target detection and recognition in a maritime environment. Reproducing the temporal and spatial correlations of real data simultaneously is always a problem in the reconstruction of sea ...
Mingyue Ding   +4 more
doaj   +2 more sources

Sea Clutter Suppression Method Based on Correlation Features [PDF]

open access: goldJournal of Marine Science and Engineering
Radar target detection in a sea clutter environment is of significant importance in both civilian and military applications, with the detection of small maneuvering targets being particularly challenging.
Zhen Li   +5 more
doaj   +2 more sources

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