EmmIons / WiFi-CSI-Sensing-Behavior-Recognition
Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.
☆16Updated last year
Alternatives and similar repositories for WiFi-CSI-Sensing-Behavior-Recognition
Users that are interested in WiFi-CSI-Sensing-Behavior-Recognition are comparing it to the libraries listed below
Sorting:
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆14Updated last year
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆69Updated 3 years ago
- CSI Project,DL net for paper,use python and tensorflow☆10Updated 6 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…☆15Updated 8 months ago
- WiFi-based motion tracking system☆32Updated 3 years ago
- ☆9Updated 4 years ago
- This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'☆10Updated last year
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆78Updated 5 years ago
- ☆114Updated 3 years ago
- Real-world datasets for indoor localization☆29Updated last year
- ☆13Updated 9 months ago
- ☆60Updated 2 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☆46Updated 3 months ago
- Constructing fingerprint database by CSI phase images and completing incremental learning☆12Updated 4 months 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☆49Updated 3 years ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆45Updated 10 months ago
- Repository collating CSI data samples and datasets.☆65Updated 4 years ago
- using deep learning algorithm to analyze WIFI-CSI data☆27Updated 7 years ago
- A tool for collecting BFM☆29Updated 11 months ago
- Datasets and codes for extracting nonlinear phase errors as WiFi devices fingerprints based on CSIs.☆14Updated last year
- This is a tool for the IEEE 802.11ac MU-MIMO Beamforming Feedback Information (BFI) extraction with any Wi-Fi compliant device.☆19Updated 3 months ago
- 基于CSI的WiFi室内定位研究☆38Updated 5 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆29Updated 3 years ago
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆18Updated 2 years ago
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆35Updated 2 years ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆54Updated 3 years ago
- Efficient IoT Devices/AP Localization Through Wi-Fi CSI Feature Fusion and Anomaly Detection☆14Updated 10 months ago
- this is the final version☆15Updated 6 years ago
- ☆33Updated 2 years ago
- Human Activity Recognition using Channel State Information☆107Updated 5 years ago