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.
☆94Updated last month
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
- 基于CSI的WiFi室内定位研究☆38Updated 6 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆75Updated 4 years ago
- Accelerate your WiFi CSI research progress by sharing and cooperation!☆311Updated last year
- Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"☆39Updated 3 years ago
- WiFi-based motion tracking system☆43Updated 4 years ago
- ☆21Updated 2 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆106Updated 10 years ago
- ☆121Updated 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 10 months ago
- Code for "A Local Machine Learning Approach for Fingerprint based Indoor Localization Code"☆11Updated 2 years ago
- Human Activity Recognition based on WiFi Channel State Information☆183Updated last year
- Multi-Floor Indoor Localization based on Wi-Fi Fingerprinting using various Machine Learning models on the UJIIndoorLoc dataset.☆69Updated last year
- RSSI dataset for Fingerprinting with Zigbee, BLE and WiFi☆77Updated 5 years ago
- using deep learning algorithm to analyze WIFI-CSI data☆26Updated 8 years ago
- Human Activity Recognition using Channel State Information☆120Updated 5 years ago
- Python CSI processing and visualisation tools for Atheros, Intel, Nexmon, ESP32, FeitCSI, and PicoScenes (USRP, etc) formats.☆267Updated 9 months ago
- ☆13Updated 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☆61Updated 10 years ago
- This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'☆17Updated 2 years ago
- ☆24Updated 8 years ago
- Repository collating CSI data samples and datasets.☆82Updated 4 years ago
- Course project: RSSI fingerprint based indoor wifi localization. Practice on Network Programming, Peking Univerisity☆40Updated 7 years ago
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆18Updated 2 years ago
- TyrLoc: A Low-cost Multi-technology MIMO Localization System with A Single RF Chain.☆27Updated 3 years ago
- A fast channel state information parser for Intel, Atheros, Nexmon, ESP32 and PicoScenes☆134Updated last year
- Implementation of the paper Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach (IEE…☆49Updated 4 years ago
- A tool for collecting BFM☆35Updated last year
- ☆481Updated 2 years ago
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆84Updated 6 years ago