EmmIons / WiFi-CSI-Sensing-Behavior-Recognition
Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for WiFi-CSI-Sensing-Behavior-Recognition
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆58Updated 3 years ago
- CSI Project,DL net for paper,use python and tensorflow☆10Updated 6 years ago
- ☆103Updated 3 years ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆28Updated 4 months 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☆34Updated 5 months ago
- WiFi-based breath detection☆11Updated 2 years ago
- ☆42Updated 6 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆28Updated 2 years ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆37Updated 3 years ago
- ☆12Updated 2 months ago
- Repository collating CSI data samples and datasets.☆55Updated 3 years ago
- WiFi-based motion tracking system☆27Updated 3 years ago
- ☆56Updated 2 years ago
- A tool for collecting BFM☆21Updated 5 months ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆12Updated last year
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆11Updated 2 years ago
- This is a tool for the IEEE 802.11ac MU-MIMO Beamforming Feedback Information (BFI) extraction with any Wi-Fi compliant device.☆17Updated last year
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆67Updated 5 years ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆46Updated 3 years ago
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆15Updated 2 years ago
- ☆52Updated 4 years ago
- ☆15Updated last year
- A dataset for seven different daily activities☆23Updated 2 years ago
- ☆25Updated 7 years ago
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆30Updated 2 years ago
- Learning algorithm for human activity recognition with a commercial IEEE 802.11ac router☆40Updated last year
- One-shot Recognition for Unseen Gesture with COTS WiFi☆31Updated 2 years ago
- ☆14Updated 2 years ago
- This repository provides the implementation of the MobiCom 23 Workshop's (WiNTECH 23) paper-- Wi-BFI☆33Updated 2 months ago
- Human Activity Recognition using Channel State Information☆102Updated 4 years ago