Results 11 to 20 of about 17,103 (274)

Sea Clutter Suppression Based on Chaotic Prediction Model by Combining the Generator and Long Short-Term Memory Networks

open access: yesRemote Sensing
Sea clutter usually greatly affects the target detection and identification performance of marine surveillance radars. In order to reduce the impact of sea clutter, a novel sea clutter suppression method based on chaos prediction is proposed in this ...
Jindong Yu   +6 more
doaj   +2 more sources

A novel sea clutter suppression method based on SVD‐FRFT at low signal‐to‐clutter ratio

open access: yesElectronics Letters, 2023
The target and sea clutter Doppler domains frequently overlap due to the frequent passage of slow ship targets through the sea clutter zone. In this letter, a novel sea clutter suppression method is suggested as a solution to this issue, whose key is a ...
Q. Cheng   +3 more
semanticscholar   +2 more sources

Adaptive CFAR Method for SAR Ship Detection Using Intensity and Texture Feature Fusion Attention Contrast Mechanism [PDF]

open access: yesSensors, 2022
Due to the complexity of sea surface environments, such as speckles and side lobes of ships, ship wake, etc., the detection of ship targets in synthetic aperture radar (SAR) images is still confronted with enormous challenges, especially for small ship ...
Nana Li   +5 more
doaj   +2 more sources

MCEM: Multi-Cue Fusion with Clutter Invariant Learning for Real-Time SAR Ship Detection [PDF]

open access: yesSensors
Small-vessel detection in Synthetic Aperture Radar (SAR) imagery constitutes a critical capability for maritime surveillance systems. However, prevailing methodologies such as sea-clutter statistical models and deep learning-based detectors face three ...
Haowei Chen   +3 more
doaj   +2 more sources

Spreading Sea Clutter Suppression for High-Frequency Hybrid Sky-Surface Wave Radar Using Orthogonal Projection in Spatial–Temporal Domain

open access: yesRemote Sensing
In recent years, the high-frequency hybrid sky-surface wave radar (HSSWR) has been increasingly used for target detection applications. Nevertheless, the specific bistatic system layout and the phase path disturbances induced by the ionospheric ...
Qing Zhou   +6 more
doaj   +2 more sources

The Application of JDL to Suppress Sea Clutter for Shipborne HFSWR [PDF]

open access: yesInternational Journal of Antennas and Propagation, 2015
This paper deals with the problem of sea clutter suppression for shipborne high frequency surface wave radar (HFSWR) based on the joint domain localized (JDL) adaptive processing algorithm. The performance of the novel method is compared with 2D FFT plus
Zhenyuan Ji   +3 more
doaj   +2 more sources

CV-SCSNet: A Complex-Valued Single-Stage Sea Clutter Suppression Network Based on Feature Residual Attention

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
To address the challenge of strong sea clutter masking weak target signals for shore-based radar under complex sea states, this article proposes a complex-valued single-stage sea clutter suppression network (CV-SCSNet) which is characterized by a ...
Yongquan You   +5 more
doaj   +2 more sources

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

open access: yesIEEE 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   +1 more source

Sea Clutter Suppression via Cuttable Encoder-Decoder-Augmentation Network

open access: yesJournal of Systems Engineering and Electronics
Chuanfei Zang   +4 more
semanticscholar   +2 more sources

Spread sea clutter suppression via prior knowledge‐based space time adaptive processing in high frequency hybrid sky‐surface wave radar

open access: yesIET Radar, Sonar & Navigation, 2023
In high frequency (HF) hybrid sky‐surface wave radar, the first‐order sea clutter broadening is severe under the action of ionospheric phase disturbance and bistatic angles.
Ya‐Jun Li   +5 more
doaj   +1 more source

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