TL-ANN based nonlinear equalization for multi-users radio over fiber system
To mitigate nonlinear distortions in multi-user analog radio over fiber (A-RoF) system, a
nonlinear equalizer (NLE) which combines transfer learning (TL) and waveform regression …
nonlinear equalizer (NLE) which combines transfer learning (TL) and waveform regression …
Lithography hotspot detection method based on transfer learning using pre-trained deep convolutional neural network
L Liao, S Li, Y Che, W Shi, X Wang - Applied Sciences, 2022 - mdpi.com
As the designed feature size of integrated circuits (ICs) continues to shrink, the lithographic
printability of the design has become one of the important issues in IC design and …
printability of the design has become one of the important issues in IC design and …
Linearized microwave downconversion link based on fast and intelligent impairment equalization for noncooperative systems
Z Chen, X Zhong, L Jiang, J Xu, J Liu, Y Pan… - Chinese Optics …, 2023 - opg.optica.org
We experimentally demonstrated the use of intelligent impairment equalization (IIE) for
microwave downconversion link linearization in noncooperative systems. Such an equalizer …
microwave downconversion link linearization in noncooperative systems. Such an equalizer …
[PDF][PDF] 单驱动双平行马赫-曾德尔调制器的微波光子链路宽带线性化
邓焕坚， 李尚远， 杨仕铭， 刘嫱， 耿敏明 - Laser & Optoelectronics …, 2022 - researching.cn
摘要为了提高微波光子链路在宽带传输的无杂散动态范围(SFDR), 提出了一种单驱动双平行
马赫-曾德尔调制器(SD-DPMZM) 的宽带线性化方案. 该方案通过使用一个180 …
马赫-曾德尔调制器(SD-DPMZM) 的宽带线性化方案. 该方案通过使用一个180 …
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 …
Neural network modeling and prediction of HfO2 thin film properties tuned by thermal annealing
M Gao, C Yin, J Shao, M Zhu - High Power Laser Science and …, 2024 - cambridge.org
Plasma-enhanced atomic layer deposition (PEALD) is gaining interest in thin films for laser
applications, and post-annealing treatments are often used to improve thin film properties …
applications, and post-annealing treatments are often used to improve thin film properties …
Adaptive microwave photonic angle-of-arrival estimation based on BiGRU-CNN
Y Li, Q Cai, J Yang, T Zhou, Y Peng, T Jiang - Chinese Optics Letters, 2023 - opg.optica.org
An adaptive microwave photonic angle-of-arrival (AOA) estimation approach based on a
convolutional neural network with a bidirectional gated recurrent unit (BiGRU-CNN) is …
convolutional neural network with a bidirectional gated recurrent unit (BiGRU-CNN) is …
Denoising Convolutional Neural Network for Wideband Frequency Modulation Signals Based on Microwave Photonic Down-Conversion
S Chen, T Pu, L Wang, J Zheng, G Wu… - 2023 Asia …, 2023 - ieeexplore.ieee.org
The denoising convolutional neural network (DnCNN) algorithm is introduced into the
microwave photonics down-conversion system to alleviate the system noise and reduce the …
microwave photonics down-conversion system to alleviate the system noise and reduce the …