This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional methods of wearables or cameras. It involved Wi-Fi data processing, feature extraction and creating a trained model for prediction.
☆12Jan 10, 2017Updated 9 years ago
Alternatives and similar repositories for Activity-recognition-using-Wi-Fi-CSI-data
Users that are interested in Activity-recognition-using-Wi-Fi-CSI-data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- We use CLDNN to do activity recognition using csi from wifi signals☆10Jul 11, 2018Updated 7 years ago
- This repository is used for "Human Activity Detection" system by using CSI signal from WiFi. All procedure are implemented on MATLAB code…☆18Feb 26, 2019Updated 7 years ago
- WiFi channel state information for Atheros and Intel devices☆28Apr 10, 2022Updated 4 years ago
- CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing☆28Sep 25, 2020Updated 5 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☆63Apr 19, 2015Updated 11 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆65Nov 12, 2022Updated 3 years ago
- pytorch code of CSI-Net, including data and pre-trained models☆116Jul 5, 2019Updated 6 years ago
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆302Jun 8, 2023Updated 3 years ago
- Gesture Recognition using CSI TOOL☆33Aug 28, 2016Updated 9 years ago
- ☆46Mar 12, 2018Updated 8 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆79Jul 27, 2021Updated 4 years ago
- GUI Tool for monitor, in real-time, the CSI measures from off-the-shelf Commercial Atheros WiFi NIC☆45Dec 19, 2019Updated 6 years ago
- A python program to build ResNet-1D model and DRSN-1D model in keras environment.☆11Mar 29, 2023Updated 3 years ago
- Explore CSI samples in pcap files☆11Mar 10, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices☆51Sep 19, 2021Updated 4 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆33Mar 16, 2022Updated 4 years ago
- CSI Project,DL net for paper,use python and tensorflow☆10Oct 13, 2018Updated 7 years ago
- A Semantic Communication System Based on Robust Knowledge Distillation☆20Apr 14, 2025Updated last year
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆21Jun 29, 2023Updated 2 years ago
- Hybrid biLSTM and CNN architecture for Sentence Unit Detection☆10Sep 28, 2020Updated 5 years ago
- A fast channel state information parser for Intel, Atheros, Nexmon, ESP32 and PicoScenes☆139Oct 12, 2024Updated last year
- This is end2end chinese ocr demo using CNN + BiLSTM + ctc_loss☆12Mar 31, 2019Updated 7 years ago
- A dataset for seven different daily activities☆33Feb 9, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Mar 16, 2024Updated 2 years ago
- A simple tutorial of wavelet, STFT and FFT☆24Sep 19, 2018Updated 7 years ago
- An implementation of Contract-Net Protocol in an attacker/defender scenario☆10Jul 8, 2022Updated 3 years ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆24Mar 27, 2026Updated 2 months ago
- Wi-Fi based covert channel that hides information in hand crafted acknowledgement frames imitating additional channel effects that can be…☆28Apr 1, 2018Updated 8 years ago
- Arduino library for identifying outliers with a Hampel filter☆31Jan 7, 2022Updated 4 years ago
- LLMEval☆11Feb 12, 2024Updated 2 years ago
- Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT d…☆29Jun 30, 2020Updated 5 years ago
- The source code is the entry for 2022 EUROCONTROL Air Transport Innovation Network Innovation Masterclass. The reinforcement learning mod…☆18Apr 24, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"☆12Jun 30, 2021Updated 4 years ago
- Code implementation for 《Large AI Model Empowered Multimodal Semantic communication》☆26Jul 4, 2024Updated last year
- this is the final version☆18Jan 8, 2019Updated 7 years ago
- Scripts to parse large Android binary images and extracts deleted data from apps☆15May 19, 2017Updated 9 years ago
- Weight Averaging Model Ensemble☆16Apr 2, 2021Updated 5 years ago
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆93Aug 20, 2025Updated 9 months ago
- RSV Scenario Modeling Hub☆16Updated this week