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
☆64Apr 19, 2015Updated 11 years ago
Alternatives and similar repositories for WiFi-movement-identification
Users that are interested in WiFi-movement-identification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Gesture Recognition using CSI TOOL☆33Aug 28, 2016Updated 9 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆108Apr 5, 2015Updated 11 years ago
- ☆33Mar 21, 2017Updated 9 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
- using deep learning algorithm to analyze WIFI-CSI data☆26Sep 28, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 802.11n CSI Tool based on iwlwifi and Linux-2.6☆218May 25, 2020Updated 5 years ago
- Accelerate your WiFi CSI research progress by sharing and cooperation!☆316Apr 5, 2024Updated 2 years ago
- 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
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆302Jun 8, 2023Updated 2 years ago
- A realtime data processing and visualization plugin for the Linux 802.11n Channel State Information (CSI) Measurement Tool.☆175May 12, 2025Updated 11 months ago
- A realtime Channel State Information(CSI) display software.☆14Apr 28, 2019Updated 7 years ago
- ☆27Dec 14, 2017Updated 8 years ago
- This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional me…☆12Jan 10, 2017Updated 9 years ago
- 基于Wi-Fi CSI和机器学习的环境异常感知☆18Apr 8, 2020Updated 6 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.
- The code for my thesis project, Looks Good to Me (LGTM), Authentication for Augmented Reality. This is a full implementation of LGTM that…☆60Aug 7, 2016Updated 9 years ago
- Resources for collecting channel state information of IEEE 802.11n networks on an Intel Galileo Board☆10Aug 29, 2015Updated 10 years ago
- A human behavior recognition system based on WIFI signal is proposed, which realizes on-line recognition of human basic behavior through …☆12Oct 15, 2019Updated 6 years ago
- ☆23May 5, 2017Updated 9 years ago
- ☆17May 29, 2023Updated 2 years ago
- CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing☆28Sep 25, 2020Updated 5 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆76Jul 27, 2021Updated 4 years ago
- code of Temporal Unet☆30Apr 29, 2019Updated 7 years ago
- Code of paper, Person-in-WiFi: Fine-grained Person Perception using WiFi☆178Sep 27, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Human Activity Recognition based on WiFi Channel State Information☆207Dec 18, 2025Updated 4 months ago
- WiFi-based motion tracking system☆52Sep 23, 2021Updated 4 years ago
- ☆46Mar 12, 2018Updated 8 years ago
- ☆12Jul 17, 2018Updated 7 years ago
- A gnuradio module for sniffering 802.11 g packets and reporting CSI.☆30Apr 10, 2018Updated 8 years ago
- The user-space applications for our Atheros-CSI-Extraction-TOOL☆16May 23, 2017Updated 8 years ago
- Example project for extracting channel state information of up to 80 MHz wide 802.11ac Wi-Fi transmissions using the BCM4339 Wi-Fi chip o…☆108Sep 7, 2019Updated 6 years ago
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆91Jul 10, 2019Updated 6 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
- 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.
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆18Jul 6, 2023Updated 2 years ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆55Jul 27, 2021Updated 4 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…☆24Aug 17, 2024Updated last year
- Wi-Fi RSSI collection and analysis in unmodified smartphones☆24Dec 18, 2018Updated 7 years ago
- ☆34Jan 31, 2023Updated 3 years ago
- Code to generate results from the paper: Comments and Corrections to "Capacity of Multiple-Antenna Systems With Both Receiver and Transmi…☆11Dec 29, 2020Updated 5 years ago
- Indoor locationing using Wi-Fi fingerprints, machine learning, and deep learning.☆34Oct 23, 2018Updated 7 years ago