BJTUSensor / ATCN-SA-BiLSTM
An attention based convolutional network combined with LSTM for Phi-OTDR
☆13Updated 2 years ago
Alternatives and similar repositories for ATCN-SA-BiLSTM:
Users that are interested in ATCN-SA-BiLSTM are comparing it to the libraries listed below
- Dataset for the article titled as "A Novel Intensity and Phase Stacked Analysis of Φ-OTDR System using Deep Transfer Learning and Recurre…☆10Updated last year
- VMD-SWTTV是一种针对一维信号的二级框架降噪算法,结合了变分模态分解VMD与平稳小波变换SWT,并采用了小波变换全变分法优化了SWT。降噪效果还是不错的。☆33Updated last year
- This dataset contains six types of events, including background noise, digging, knocking, shaking, watering and walking, with a total of …☆55Updated 7 months ago
- BILSTM,GRU,LSTM☆15Updated 8 months ago
- 信号处理 时域、频域、功率谱密度、自相关分析 Time Domain analysis, Frequency Domain analysis, Power Spectrum Density and Autocorrelation Analysis☆19Updated 5 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆77Updated 7 years ago
- This project first presents a coherent signal demodulation method based on generative adversarial networks (GAN), called a phase demodula…☆10Updated 4 years ago
- 用CGAN训练时频域特征生成特征样本,数据集非图片数据集,用到了dataset自定义的数据集。☆11Updated 2 years ago
- for de-noising☆30Updated 7 years ago
- variational mode decomposition and its variants☆55Updated 4 years ago
- 使用vmd算法对含有噪声的图像信号进行分解,去除掉噪声信号,将剩余信号合成,得到去噪声图像。分别使用alo、ao、ga、gwo、mpa、spo、woa算法对vmd算法中的参数进行优化,实现快速、准确的完成图像信号的分解。☆83Updated last year
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆21Updated 4 years ago
- Fault prognosis using LSTM and CNN☆17Updated 2 years ago
- Implementation from scratch of a CNN-LSTM network for language models. Useful features are extracted from the CNN layer below and then fe…☆21Updated last year
- Signal Processing toolbox, including DFT, IDFT, Wavelet, τp transform, HHT. Besides, this repository aslo has other useful functions, suc…☆97Updated 4 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆13Updated 2 years ago
- ☆18Updated 2 years ago
- Study Notes☆22Updated 4 years ago
- LSTM model for advanced prediction of variations in climate data☆19Updated 2 years ago
- Optical fiber based Physical intrusion detection using machine learning☆30Updated 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…☆18Updated 3 years ago
- Pattern recognition and classification of vibration signals collected by Φ-OTDR are carried out using deep learning methods.☆13Updated 3 years ago
- ☆39Updated last year
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆24Updated last year
- Python implementations of empirical mode decomposition as well as EEMD and CEEMD variants.☆24Updated 4 years ago
- The GitHub repository for the paper "Denoising Application of Magnetotelluric Low-Frequency Signal Processing"☆23Updated last year
- The Second Order Synchroextracting Transform☆13Updated 5 years ago
- 经验模态分解☆14Updated 8 years ago
- 利用最小二乘支持向量机进行分类器建模,改进鲸鱼算法(基于冯洛伊曼拓扑的鲸鱼算法)进行超参数寻优☆39Updated 5 years ago
- Our denoising method MWPT-IHHI module and related figures were produced using the MATLAB. MWPT-IHHI (the denoising method by combining a …☆12Updated 5 years ago