EmmIons / WiFi-CSI-Sensing-Behavior-Recognition
Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for WiFi-CSI-Sensing-Behavior-Recognition
- WiFi-based motion tracking system☆27Updated 3 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆58Updated 3 years ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆12Updated last year
- CSI Project,DL net for paper,use python and tensorflow☆10Updated 6 years ago
- ☆105Updated 3 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☆36Updated 5 months ago
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆68Updated 5 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆28Updated 2 years ago
- A tool for collecting BFM☆24Updated 6 months ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆37Updated 3 years ago
- ☆56Updated 2 years ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆28Updated 4 months ago
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆15Updated 2 years ago
- ☆12Updated 3 months ago
- ☆32Updated last year
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆11Updated 2 years ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆47Updated 3 years ago
- Real-world datasets for indoor localization☆24Updated last year
- WiFi-based breath detection☆11Updated 2 years ago
- A realtime Channel State Information(CSI) display software.☆14Updated 5 years ago
- ☆52Updated 4 years ago
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆30Updated 2 years ago
- Open source codes for the paper "GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning"☆9Updated 2 years ago
- 基于CSI的WiFi室内定位研究☆35Updated 5 years ago
- ☆42Updated 6 years ago
- Repository collating CSI data samples and datasets.☆56Updated 3 years ago
- tahmidzbr / Human-Activities-Gestures-Recognition-using-Channel-State-Information-CSI-of-IEEE-802.11nThis is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices☆48Updated 3 years ago
- Libraries and usage example for our MMFi Dataset☆80Updated 2 months ago
- using deep learning algorithm to analyze WIFI-CSI data☆27Updated 7 years ago
- ☆25Updated 7 years ago