wangyahgui / PDGAN
This project first presents a coherent signal demodulation method based on generative adversarial networks (GAN), called a phase demodulation generative adversarial network (PDGAN). We applyed GAN method to the field of Doppler signal demodulation for laser voice detection.Demodulation of the Doppler signal from a coherent signal is accomplished…
☆10Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for PDGAN
- Rui-ops / Intelligent-model-of-Communication-system-simulation-based-on-auto-encoding-deep-learning-Used a Generative Adversarial Network(GAN) to simulate a optical communication system; Applying auto-encoding deep-learning method to b…☆11Updated 3 years ago
- This project shows the code for an automated training dataset collection system of a 915km 12 span optical communication system. To real…☆15Updated 3 years ago
- Gradient-based design tool for geomtrically shaped constellations☆14Updated 2 years ago
- Scripts for photonics devices and optical communication systems simulations☆13Updated 8 years ago
- Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.☆30Updated 4 years ago
- The code and algorithm of single-photon Lidar☆9Updated 3 years ago
- An implementation to "Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm"…☆13Updated 2 years ago
- Polarization Demultiplexing for Optical Communication Systems☆12Updated last year
- Machine learning for optical communication over a dispersive fiber☆41Updated 4 years ago
- ☆25Updated 3 years ago
- ☆17Updated 5 years ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆17Updated 2 years ago
- 雷达信号分选任务是对雷达脉冲序列进行K-means聚类,以判定每个脉冲的所属雷达 1、对 2GHz 以内的信号进行多项滤波,以确定信号的中心频带 2、构建分选数据集,对场景中雷达脉冲序列信号进行仿真,并通过UDP传至开发处理 3、基于C++实现K-means算法并部署…☆17Updated last year
- Numerical simulation platform to evaluate the performances of a 480 Gb/s optical coherent communication system using different advanced t…☆12Updated 4 years ago
- 本仓库的代码用于雷达/通信信号波形的仿真与时频分析☆18Updated last month
- Optical Fiber Communication lab/experiments processing scripts☆30Updated 6 years ago
- Previous researches have provided mathematical models of vertical cavity surface emitting LASER’s (VCSEL’s) that evaluated the effect of …☆9Updated 4 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆13Updated 3 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆16Updated 5 years ago
- MATLAB实现 实现传统的LMS算法,并使用AdaGrad、RMSProp、Adam这三种自适应学习率优化算法对LMS算法进行优化。☆11Updated 4 years ago
- ☆22Updated 6 years ago
- An attention based convolutional network combined with LSTM for Phi-OTDR☆12Updated 2 years ago
- ☆26Updated 6 years ago
- My graduation project☆14Updated 3 years ago
- equalizer code☆38Updated 10 months ago
- Detailed code used for researching machine learning for carrier frequency offset☆11Updated 3 years ago
- Coherent Optical OFDM☆13Updated 9 years ago
- Optimization of Patch Antenna using QPSO☆21Updated 8 years ago
- A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem☆27Updated 2 years ago
- An implementation of the Orthogonal Matching Pursuit (OMP) algorithm for recovery of signals in compressive sensing☆19Updated 6 years ago