Hirokazu-Narui / LSTM_wifi_activity_recognitionView external linksLinks
☆24May 5, 2017Updated 8 years ago
Alternatives and similar repositories for LSTM_wifi_activity_recognition
Users that are interested in LSTM_wifi_activity_recognition are comparing it to the libraries listed below
Sorting:
- 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
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆294Jun 8, 2023Updated 2 years ago
- We use CLDNN to do activity recognition using csi from wifi signals☆10Jul 11, 2018Updated 7 years ago
- WiFi-based activity recognition dataset☆183Sep 23, 2019Updated 6 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
- CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing☆28Sep 25, 2020Updated 5 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
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆19Jun 29, 2023Updated 2 years ago
- Human Activity Recognition using Channel State Information☆121Jan 4, 2020Updated 6 years ago
- Gesture Recognition using CSI TOOL☆32Aug 28, 2016Updated 9 years ago
- fall detection based on channel state information☆23Mar 13, 2019Updated 6 years ago
- ☆45Mar 12, 2018Updated 7 years ago
- This project contains source code of our Nexmon-based jammer app presented as a demo at WiSec 2017.☆18Nov 5, 2021Updated 4 years ago
- ☆27Dec 14, 2017Updated 8 years ago
- 802.11n CSI Tool based on iwlwifi and Linux☆79Oct 30, 2019Updated 6 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
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆75Jul 27, 2021Updated 4 years ago
- Learning algorithm for MU-MIMO Wi-Fi radio fingerprinting through beamforming feedback matrices.☆35Jul 16, 2025Updated 7 months ago
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆84Aug 20, 2025Updated 5 months ago
- Explore CSI samples in pcap files☆11Mar 10, 2021Updated 4 years ago
- code of Temporal Unet☆30Apr 29, 2019Updated 6 years ago
- A realtime Channel State Information(CSI) display software.☆14Apr 28, 2019Updated 6 years ago
- ☆14Aug 15, 2024Updated last year
- WiFi channel state information for Atheros and Intel devices☆28Apr 10, 2022Updated 3 years ago
- ☆33Mar 21, 2017Updated 8 years ago
- WiFi感知相关的数据处理代码☆24Jul 7, 2020Updated 5 years ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆20Aug 3, 2023Updated 2 years ago
- Wi-Fi sensing model of MOWA☆19Oct 26, 2023Updated 2 years ago
- Repository collating CSI data samples and datasets.☆82Feb 11, 2021Updated 5 years ago
- Code of paper, Person-in-WiFi: Fine-grained Person Perception using WiFi☆174Sep 27, 2019Updated 6 years ago
- A fast channel state information parser for Intel, Atheros, Nexmon, ESP32 and PicoScenes☆135Oct 12, 2024Updated last year
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆18Jun 24, 2022Updated 3 years ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆60Oct 21, 2025Updated 3 months ago
- ☆24Aug 5, 2024Updated last year
- Human Activity Recognition based on WiFi Channel State Information☆191Dec 18, 2025Updated last month
- 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…☆106Sep 7, 2019Updated 6 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆107Apr 5, 2015Updated 10 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☆62Apr 19, 2015Updated 10 years ago
- pytorch code of CSI-Net, including data and pre-trained models☆112Jul 5, 2019Updated 6 years ago