ludlows / CSI-Activity-RecognitionLinks
Human Activity Recognition using Channel State Information
☆107Updated 5 years ago
Alternatives and similar repositories for CSI-Activity-Recognition
Users that are interested in CSI-Activity-Recognition are comparing it to the libraries listed below
Sorting:
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆70Updated 3 years ago
- Repository collating CSI data samples and datasets.☆65Updated 4 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☆49Updated 3 years ago
- using deep learning algorithm to analyze WIFI-CSI data☆27Updated 7 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆29Updated 3 years ago
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆76Updated 2 years ago
- Human Activity Recognition based on WiFi Channel State Information☆156Updated 10 months ago
- A dataset for seven different daily activities☆26Updated 3 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
- ☆25Updated 8 years ago
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆274Updated last year
- WiFi-based activity recognition dataset☆164Updated 5 years ago
- Gesture Recognition using CSI TOOL☆31Updated 8 years ago
- WiFi感知相关的数据处理代码☆23Updated 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☆48Updated 4 months ago
- ☆60Updated 2 years ago
- ☆43Updated 7 years ago
- A fast channel state information parser for Intel, Atheros, Nexmon, ESP32 and PicoScenes☆118Updated 7 months ago
- A realtime Channel State Information(CSI) display software.☆14Updated 6 years ago
- fall detection based on channel state information☆20Updated 6 years ago
- This repository is used for "Human Activity Detection" system by using CSI signal from WiFi. All procedure are implemented on MATLAB code…☆16Updated 6 years ago
- This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional me…☆13Updated 8 years ago
- ☆113Updated 3 years ago
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆36Updated 2 years ago
- GUI Tool for monitor, in real-time, the CSI measures from off-the-shelf Commercial Atheros WiFi NIC☆43Updated 5 years ago
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆78Updated 5 years ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆47Updated 10 months ago
- Python CSI processing and visualisation tools for Atheros, Intel, Nexmon, ESP32, FeitCSI, and PicoScenes (USRP, etc) formats.☆231Updated 3 months ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆49Updated 3 years ago
- 设置一个WiFi发射器，一个WiFi接收器，通过发射和接受CSI信号，进行空间内变化检测，当进行不同的动作（如蹲下、站起、跌倒等）使，会引起WiFi信号的变化，使用机器学习模型对不同的信号进行分类，以达到动作识别（movement identification）任务☆60Updated 10 years ago