Hybrid photonic integrated circuits for neuromorphic computing

R Xu, S Taheriniya, AP Ovvyan, JR Bankwitz… - Optical Materials …, 2023 - opg.optica.org
The burgeoning of artificial intelligence has brought great convenience to people's lives as
large-scale computational models have emerged. Artificial intelligence-related applications …

Photonics-based 3D radar imaging with CNN-assisted fast and noise-resistant image construction

G Sun, F Zhang, B Gao, Y Zhou, Y **ang, S Pan - Optics Express, 2021 - opg.optica.org
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 …

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 …

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 …

Towards small target recognition with photonics-based high resolution radar range profiles

J Li, F Zhang, Y **ang, S Pan - Optics Express, 2021 - opg.optica.org
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 …

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) …

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 …

[HTML][HTML] Achieving High-Accuracy Target Recognition Using Few ISAR Images via Multi-Prototype Network with Attention Mechanism

L Zhang, X Zou, S Xu, B Ma, W Lu, Z Lv, W Zou - Electronics, 2024 - mdpi.com
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 …

High-resolution and reliable automatic target recognition based on photonic ISAR imaging system with explainable deep learning

X Zou, A Deng, Y Hu, S Hua, L Zhang, S Xu… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

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 …