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
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:
- WiFi channel state information for Atheros and Intel devices☆28Apr 10, 2022Updated 4 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆109Apr 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
- 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.
- We use CLDNN to do activity recognition using csi from wifi signals☆10Jul 11, 2018Updated 7 years ago
- 802.11n CSI Tool based on iwlwifi and Linux-2.6☆220May 25, 2020Updated 6 years ago
- Accelerate your WiFi CSI research progress by sharing and cooperation!☆317Apr 5, 2024Updated 2 years ago
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆302Jun 8, 2023Updated 3 years ago
- fall detection based on channel state information☆26Mar 13, 2019Updated 7 years ago
- A realtime Channel State Information(CSI) display software.☆14Apr 28, 2019Updated 7 years ago
- Human Activity Recognition using Channel State Information☆124Jan 4, 2020Updated 6 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- ☆16May 29, 2023Updated 3 years ago
- RSSI Localization using a MATLAB server to calculate path loss model from RSSI data and plot real time position of User☆24Sep 14, 2014Updated 11 years ago
- code of Temporal Unet☆30Apr 29, 2019Updated 7 years ago
- Code of paper, Person-in-WiFi: Fine-grained Person Perception using WiFi☆182Sep 27, 2019Updated 6 years ago
- Human Activity Recognition based on WiFi Channel State Information☆209Jun 11, 2026Updated last week
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆93Aug 20, 2025Updated 9 months 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.
- ☆46Mar 12, 2018Updated 8 years ago
- A gnuradio module for sniffering 802.11 g packets and reporting CSI.☆31Apr 10, 2018Updated 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☆93Jul 10, 2019Updated 6 years ago
- ☆12Jul 17, 2018Updated 7 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
- 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
- The scripts were intended to describe a Naive-Bayes-based approach to indoor location via WiFi signals.☆18May 23, 2020Updated 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.
- Baha’ A. Alsaify, Mahmoud M. Almazari, Rami Alazrai, Mohammad I. Daoud, A dataset for Wi-Fi-based human activity recognition in line-of-s…☆25Aug 17, 2024Updated last year
- ☆14May 9, 2019Updated 7 years ago
- This directory contains all the codes required to reproduce the results in our SPAWC 2017 paper titled "A compressive channel estimation …☆11Jun 22, 2018Updated 7 years ago
- Respiration-rate-and-heart-rate-detection is a project developed for the Biomedical Signal Processing exam at the University of Milan (ac…☆11Sep 30, 2021Updated 4 years ago
- Indoor locationing using Wi-Fi fingerprints, machine learning, and deep learning.☆34Oct 23, 2018Updated 7 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☆57Jan 27, 2025Updated last year
- This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'☆19Dec 4, 2023Updated 2 years ago