aiot-lab / RFBoost
Datasets and PyTorch code for RFBoost: Understanding and Boosting Deep WiFi Sensing via Physical Data Augmentation
☆17Updated 7 months ago
Alternatives and similar repositories for RFBoost:
Users that are interested in RFBoost are comparing it to the libraries listed below
- ☆46Updated 2 years ago
- Dataset and resources for CSI-based activity recognition applications using 802.11ax signals☆25Updated last month
- WiFi-based motion tracking system☆31Updated 3 years ago
- SHARP learning algorithm for human activity recognition adapted to IEEE 802.11ax router☆20Updated 2 months ago
- Learning algorithm for human activity recognition with a commercial IEEE 802.11ac router☆45Updated 2 months ago
- ☆148Updated 9 months ago
- ☆111Updated 3 years ago
- Baha’ A. Alsaify, Mahmoud M. Almazari, Rami Alazrai, Mohammad I. Daoud, A dataset for Wi-Fi-based human activity recognition in line-of-s…☆14Updated 7 months ago
- RF Genesis: Zero-Shot Generalization of mmWave Sensing through Simulation-Based Data Synthesis and Generative Diffusion Models (SenSys'2…☆63Updated 8 months ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆45Updated 3 years ago
- Thank you for your interest in our work.☆13Updated 6 months ago
- Libraries and usage example for our MMFi Dataset☆98Updated 6 months ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆64Updated 3 years ago
- ☆42Updated 7 years ago
- One-shot Recognition for Unseen Gesture with COTS WiFi☆33Updated 2 years ago
- This repository provides the implementation of the MobiCom 23 Workshop's (WiNTECH 23) paper-- Wi-BFI☆39Updated 7 months ago
- ☆17Updated last year
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆41Updated 8 months ago
- Human Activity Recognition based on WiFi Channel State Information☆146Updated 7 months ago
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆12Updated 2 years ago
- XRF55: A Radio Frequency Dataset for Human Indoor Action Analysis☆40Updated 4 months ago
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆15Updated last year
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆34Updated 2 years ago
- Repository collating CSI data samples and datasets.☆64Updated 4 years ago
- 通过WiFi信号的信道状态信息(Channel State Information, CSI)进行步态特征提取,进而实现用户识别☆43Updated last month
- A tool for collecting BFM☆29Updated 10 months ago
- This is a tool for the IEEE 802.11ac MU-MIMO Beamforming Feedback Information (BFI) extraction with any Wi-Fi compliant device.☆19Updated 2 months ago
- WiFi-based Multi-task Sensing☆20Updated 4 months ago
- ☆57Updated 5 years ago
- ☆13Updated 7 months ago