Hybrid photonic integrated circuits for neuromorphic computing
The burgeoning of artificial intelligence has brought great convenience to people's lives as
large-scale computational models have emerged. Artificial intelligence-related applications …
large-scale computational models have emerged. Artificial intelligence-related applications …
Photonics-based 3D radar imaging with CNN-assisted fast and noise-resistant image construction
Photonics-based high-resolution 3D radar imaging is demonstrated in which a convolutional
neural network (CNN)-assisted back projection (BP) imaging method is applied to …
neural network (CNN)-assisted back projection (BP) imaging method is applied to …
Gesture recognition algorithm of human motion target based on deep neural network
Z **a, J **ng, C Wang, X Li - Mobile information systems, 2021 - Wiley Online Library
There are some problems in the current human motion target gesture recognition algorithms,
such as classification accuracy, overlap ratio, low recognition accuracy and recall, and long …
such as classification accuracy, overlap ratio, low recognition accuracy and recall, and long …
Dual-Functional Microwave Photonic System for Target Detection and Frequency Measurement
Z Huang, J Wo, C Li, Q Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A microwave photonic (MWP) system that integrates two functions of target detection and
frequency measurement is proposed and demonstrated. The target detection function is …
frequency measurement is proposed and demonstrated. The target detection function is …
Towards small target recognition with photonics-based high resolution radar range profiles
Photonics-based radar expands the bandwidth of traditional radars and enhances the radar
range resolution. This makes it possible to recognize small-size targets using the high …
range resolution. This makes it possible to recognize small-size targets using the high …
High-resolution ISAR imaging based on photonic receiving for high-accuracy automatic target recognition
A Deng, N Qian, S Hua, J Wan, Z Lv, W Zou - Optics Express, 2022 - opg.optica.org
A scheme of high-resolution inverse synthetic aperture radar (ISAR) imaging based on
photonic receiving is demonstrated. In the scheme, the linear frequency modulated (LFM) …
photonic receiving is demonstrated. In the scheme, the linear frequency modulated (LFM) …
LSTM-Resnet-assisted Linearization for the Dual Frequency Comb Photonic RF Channelized Receiver
X Zhang, L Zhao, J Zhang, J Zhang… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
Analog photonic channelized receivers based on dual optical frequency combs (DOFC) are
widely used in microwave photonic wideband signal processing. It uses photonic means to …
widely used in microwave photonic wideband signal processing. It uses photonic means to …
[HTML][HTML] Achieving High-Accuracy Target Recognition Using Few ISAR Images via Multi-Prototype Network with Attention Mechanism
Inverse synthetic aperture radar (ISAR) is a significant means of detection in space of non-
cooperative targets, which means that the imaging geometry and associated parameters …
cooperative targets, which means that the imaging geometry and associated parameters …
High-resolution and reliable automatic target recognition based on photonic ISAR imaging system with explainable deep learning
Automatic target recognition (ATR) based on inverse synthetic aperture radar (ISAR)
images, which is extensively utilized to surveil environment in military and civil fields, must …
images, which is extensively utilized to surveil environment in military and civil fields, must …
Demonstration of High-resolution Single-antenna 3D Microwave Imaging Based on Hadamard Modulation and Optical Broadband Receiver
J Wan, S Xu, W Weng, Y Zhao… - IEEE Antennas and …, 2023 - ieeexplore.ieee.org
We propose and demonstrate a high-resolution single-antenna three-dimensional (3-D)
microwave imaging scheme. Combining the spatial decoupling capabilities of Hadamard …
microwave imaging scheme. Combining the spatial decoupling capabilities of Hadamard …