MengweiSun09 / AKKFLinks
This project implements the Adaptive Kernel Kalman Filter (AKKF) for tracking a single target in non-linear, non-Gaussian environments using bearing-only radar data. The MATLAB code demonstrates AKKF's performance compared to a Bootstrap Particle Filter (PF), showcasing its accuracy and efficiency.
☆12Updated 10 months ago
Alternatives and similar repositories for AKKF
Users that are interested in AKKF are comparing it to the libraries listed below
Sorting:
- MATLAB codes for "Group-sparsity learning approach for bearing fault diagnosis"☆15Updated 3 years ago
- MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"☆16Updated 2 years ago
- This is the official repository of the paper "DNCNet: Deep Radar Signal Denoising and Recognition" from IEEE Transactions on Aerospace an…☆27Updated 5 months ago
- mmWave for Vital signs monitoring☆18Updated 9 months ago
- MATLAB codes for "Frequency Estimation of Vibration Signals: A Subspace Approach for Bearing Fault Diagnosis"☆27Updated 8 months ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆10Updated last year
- MATLAB codes for "Bearing fault diagnosis with frequency sparsity learning"☆31Updated 2 years ago
- 一些在振动信号重构中应用的稀疏重构算法☆42Updated 5 years ago
- Public WiFi Dataset☆11Updated last year
- ☆21Updated 3 years ago
- MATLAB codes for the paper: "Sparse Bayesian Learning Approach for Broken Rotor Bar Fault Diagnosis"☆11Updated 2 years ago
- This is the Matlab code of the blind deconvolution based on the ratio of cyclic content (BD-RCC). BD-RCC can be used to recover repetitiv…☆24Updated 4 years ago
- Adaptive Variational Nonlinear Chirp Mode Decomposition☆23Updated 2 years ago
- A method for Automatic Modulation Classification using Mamba structure☆41Updated 6 months ago
- Multi-channel Convolutional Distilled Transformer for Automatic Modulation Classification☆22Updated last year
- Adaptive Decomposition and Extraction Network of Individual Fingerprint Features for Specific Emitter Identification☆11Updated 2 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☆24Updated 11 months ago
- Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)☆11Updated 2 years ago
- Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.☆35Updated 5 years ago
- RadChar is a synthetic radar signal dataset published in the proceedings of the 2023 IEEE International Conference on Acoustics, Speech, …☆44Updated last month
- ☆10Updated 10 months ago
- 基于深度流数据的雷达信号分选方法☆24Updated 2 years ago
- BILSTM，GRU，LSTM☆16Updated last year
- 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。☆13Updated 5 years ago
- Datasets for Human Action or Identity Recognition via IR-UWB Radar☆25Updated 2 months ago
- The code for paper: Contrastive time–frequency learning for radar signal sorting☆17Updated 3 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- Companion repository of the "Near OOD detection for low-resolution radar micro-Doppler signatures" paper☆16Updated 3 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆10Updated last year
- Classification of Radar Targets Using Micro-Doppler Signatures☆14Updated 2 years ago