BJTUSensor / ATCN-SA-BiLSTM
An attention based convolutional network combined with LSTM for Phi-OTDR
☆17Updated 3 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
- This code aims to reconstruct the original BGS by using a compressed sensing method based on K-SVD algorithm.☆9Updated 2 years ago
- Dataset for the article titled as "A Novel Intensity and Phase Stacked Analysis of Φ-OTDR System using Deep Transfer Learning and Recurre…☆11Updated last year
- This dataset contains six types of events, including background noise, digging, knocking, shaking, watering and walking, with a total of …☆64Updated 10 months ago
- 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。☆41Updated 2 years ago
- The GitHub repository for the paper "Denoising Application of Magnetotelluric Low-Frequency Signal Processing"☆25Updated 2 years ago
- Implementation in Python/Cython of the algorithm VMD_CVM for signal denoising☆10Updated 2 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
- 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。☆88Updated 2 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 3 years ago
- variational mode decomposition and its variants☆60Updated 4 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆14Updated 2 years ago
- Fault prognosis using LSTM and CNN☆17Updated 2 years 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
- Study Notes☆22Updated 4 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…☆24Updated 2 years ago
- The Second Order Synchroextracting Transform☆14Updated 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 …☆13Updated 6 years ago
- BILSTM，GRU，LSTM☆16Updated 11 months ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆22Updated 4 years ago
- This project is for the paper, TEM-NLnet: A Deep Denoising Network for Transient Electromagnetic Signal with Noise Learning☆25Updated 3 years ago
- LSTM model for advanced prediction of variations in climate data☆21Updated 2 years ago
- Pattern recognition and classification of vibration signals collected by Φ-OTDR are carried out using deep learning methods.☆14Updated 3 years ago
- ☆18Updated 3 years ago
- for de-noising☆32Updated 7 years ago
- Programs related with multicomponent signal denoising based on STFT☆9Updated 7 years ago
- MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data☆16Updated 3 years ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆12Updated 4 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆82Updated 8 years ago
- In our project we are proposing a real time de-noising algorithm for audio signals based on the Wavelet Transform. White noise is omnipre…☆17Updated 4 years ago
- Python implementation of time varying filter EMD☆12Updated last year