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Industrial UWB localization dataset containing Channel Impulse Response data (CIRs).
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Transfer Learning Toolkit for Primary Researchers
A transfer learning-based random forest regression model
The Matlab scripts for five positioning algorithms regarding UWB localization. The five algorithms are Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF), Taylor Series-based location esti…
Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
Semi-Supervised SVM via Self-Training with Adaptive Regularization (STAR-SVM)
Angle of arrival and distance estimation on a compact and smart UWB sensor node
mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
The performance of SVR models highly depends upon the appropriate choice of SVR parameters. Here, different metaheuristic algorithms are used to tune the hyperparameters.
利用PSO优化的SVM进行期货预测
This is a demonstration of 5G mmWave positioning
Small-floating Target Detection in Sea Clutter by Classifying Visual Feature in Time Doppler Spectra of IPIX data sets
A convolutional neural network for for point target detection using radar signal data
Simulation code for “PI-Based High-Speed Communications with Multiple RISs: Doppler Mitigation and Hardware Impairments,” by K. Wang, C-T. Lam, and B.K. Ng, Applied Sciences, 12, no.14: 7076, 2022.
Analyzing the given radar data wrt length of Doppler processing and PRI and MTI implementation
This experimental research data and src were used to present the multi-label classification results of UWB ranging system in the following open access article. https://doi.org/10.3390/app10113980; …
UWB LOS-NLOS Signal Classification using CNN
The code contains the preprocessing scripts and experiments that work on UWB Positioning and Tracking Data Set. The code demonstrate the UWB positioning technique with ranging error mitigation usin…