zhangleino1 / WIFI-SCI-Indoor-PositioningLinks
This is an open-source project that employs deep learning to enhance indoor positioning using WiFi Channel State Information (CSI). This project aims to harness the detailed data from CSI, such as signal amplitude, phase, and environmental properties, to accurately locate devices inside buildings where GPS is ineffective.
☆92Updated 3 weeks ago
Alternatives and similar repositories for WIFI-SCI-Indoor-Positioning
Users that are interested in WIFI-SCI-Indoor-Positioning are comparing it to the libraries listed below
Sorting:
- Source code for M.T. Hoang, B. Yuen, X. Dong, T. Lu, R. Westendorp and K. Reddy, “Recurrent Neural Networks for Accurate RSSI Indoor Loca…☆50Updated 3 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆106Updated 10 years ago
- Accelerate your WiFi CSI research progress by sharing and cooperation!☆310Updated last year
- Multi-Floor Indoor Localization based on Wi-Fi Fingerprinting using various Machine Learning models on the UJIIndoorLoc dataset.☆68Updated last year
- ☆121Updated 4 years ago
- ☆19Updated 2 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆75Updated 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☆52Updated 9 months ago
- WiFi-based motion tracking system☆42Updated 4 years ago
- 基于CSI的WiFi室内定位研究☆38Updated 6 years ago
- Human Activity Recognition based on WiFi Channel State Information☆184Updated last year
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆39Updated 3 years ago
- Course project: RSSI fingerprint based indoor wifi localization. Practice on Network Programming, Peking Univerisity☆40Updated 7 years ago
- Human Activity Recognition using Channel State Information☆120Updated 5 years ago
- Real-world datasets for indoor localization☆37Updated last year
- Code for "A Local Machine Learning Approach for Fingerprint based Indoor Localization Code"☆11Updated 2 years ago
- A tool for collecting BFM☆34Updated last year
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆18Updated 2 years ago
- RSSI dataset for Fingerprinting with Zigbee, BLE and WiFi☆75Updated 5 years ago
- Implementation of the paper Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach (IEE…☆49Updated 3 years ago
- ☆13Updated 5 years ago
- ☆24Updated 8 years ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆17Updated 2 years ago
- This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'☆17Updated last year
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆84Updated 6 years ago
- using deep learning algorithm to analyze WIFI-CSI data☆26Updated 8 years ago
- WiFi-based activity recognition dataset☆174Updated 6 years ago
- Python CSI processing and visualisation tools for Atheros, Intel, Nexmon, ESP32, FeitCSI, and PicoScenes (USRP, etc) formats.☆260Updated 9 months ago
- ☆475Updated 2 years ago
- Repository collating CSI data samples and datasets.☆80Updated 4 years ago