Low-SNR recognition of UAV-to-ground targets based on micro-Doppler signatures using deep convolutional denoising encoders and deep residual learning
The rapid development of flight control technology has made unmanned aerial vehicles
(UAVs) widely used in high-precision strikes on the battlefield. The premise of this is to …
(UAVs) widely used in high-precision strikes on the battlefield. The premise of this is to …
Multilevel recognition of UAV-to-ground targets based on micro-Doppler signatures and transfer learning of deep convolutional neural networks
Unmanned aerial vehicles (UAVs) are used in different scenarios. The need for intelligent
and accurate recognition of targets using UAV-based radars is increasingly urgent. As …
and accurate recognition of targets using UAV-based radars is increasingly urgent. As …
Rotor blades micro-Doppler feature analysis and extraction of small unmanned rotorcraft
X Fang, G Xiao - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
In this article, the micro-Doppler feature analysis and extraction of small unmanned rotorcraft
(SUR) is considered. To be specific, the radar returns from the rotor blades are first modeled …
(SUR) is considered. To be specific, the radar returns from the rotor blades are first modeled …
Classification of UAV-to-ground targets based on enhanced micro-Doppler features extracted via PCA and compressed sensing
In order to achieve precise operations on specified targets from the unmanned aerial
vehicles (UAVs), classifying ground targets correctly is especially important. Micro-Doppler …
vehicles (UAVs), classifying ground targets correctly is especially important. Micro-Doppler …
An adaptive channel division MAC protocol for high dynamic UAV networks
Y Ruan, Y Zhang, Y Li, R Zhang… - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Nowadays, unmanned aerial vehicle (UAV) has captured great attentions for its versatility,
flexibility, and low-cost. In this paper, we consider a high altitude platform (HAP) assisted …
flexibility, and low-cost. In this paper, we consider a high altitude platform (HAP) assisted …
Prediction of dynamic temperature rise of thermocouple sensors based on genetic algorithm-back propagation neural network
H Wang, H Dong, L Zhang, Y Niu, T Liu… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Laser-based dynamic calibration of thermocouple sensors is limited by the improper setting
of laser parameters that lead to temperature overshoot damage. To address these problems …
of laser parameters that lead to temperature overshoot damage. To address these problems …
Artificial Intelligence applications in Noise Radar Technology
AL Sénica, PAC Marques… - IET Radar, Sonar & …, 2024 - Wiley Online Library
Radar systems are a topic of great interest, especially due to their extensive range of
applications and ability to operate in all weather conditions. Modern radars have high …
applications and ability to operate in all weather conditions. Modern radars have high …
Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders
Accurately identifying network intrusion cannot only help individuals and enterprises better
deal with network security problems, but also maintain the Internet environment. This work …
deal with network security problems, but also maintain the Internet environment. This work …
Track-feature-based target classification in passive radar for low-altitude airspace surveillance
W Zhan, J Yi, X Wan, Y Rao - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The low-altitude airspace is becoming more and more busy. To ensure low-altitude safety,
non-cooperative systems (eg the passive radars) should be developed in addition to the …
non-cooperative systems (eg the passive radars) should be developed in addition to the …
Lightweight Self-Supervised Recognition of Small-Sample Ships Using Micro-Doppler Signatures and UAV-based UWB Radar
The continuous advancement of shipbuilding technology has enabled the further
development of sea transport and naval vessels, which also poses significant challenges to …
development of sea transport and naval vessels, which also poses significant challenges to …