hnavidan / LocalizationGAN
Implementation of the paper Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach (IEEE Sensors Letters, 2020), which utilizes Generative Adversarial Networks (GANs) for indoor localiztaion.
☆45Updated 3 years ago
Alternatives and similar repositories for LocalizationGAN:
Users that are interested in LocalizationGAN are comparing it to the libraries listed below
- ☆9Updated 4 years ago
- Multi-Floor Indoor Localization based on Wi-Fi Fingerprinting using various Machine Learning models on the UJIIndoorLoc dataset.☆60Updated 7 months ago
- SensorOrgNet / A_Soft_Range_Limited_K_Nearest_Neighbors_Algorithm_for_Indoor_Localization_EnhancementSource code for the paper "A Soft Range Limited K-Nearest Neighbors Algorithm for Indoor Localization Enhancement"☆20Updated 2 years ago
- ☆13Updated 5 years ago
- Course project: RSSI fingerprint based indoor wifi localization. Practice on Network Programming, Peking Univerisity☆33Updated 6 years ago
- ☆12Updated 2 years ago
- RSSI dataset for Fingerprinting with Zigbee, BLE and WiFi☆65Updated 4 years ago
- This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'☆9Updated last year
- Indoor localization resources - 室内定位☆12Updated 5 years ago
- 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…☆44Updated 2 years ago
- XJTLUIndoorLoc: A New Fingerprinting Database for Indoor Localization and Trajectory Estimation Based on Wi-Fi RSS and Geomagnetic Field☆9Updated 4 years ago
- Real-world datasets for indoor localization☆26Updated last year
- 基于CSI的WiFi室内定位研究☆37Updated 5 years ago
- Code for "A Local Machine Learning Approach for Fingerprint based Indoor Localization Code"☆9Updated last year
- Indoor localization analysis to find accuracy, error, plot cdf vs error for both FM and WiFi RSSI☆11Updated 7 years ago
- MATLAB Simulator for localizing a mobile wireless device using RSSI-Distance estimation.☆26Updated 7 years ago
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆71Updated 5 years ago
- RSSI based Indoor Position☆11Updated 6 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…☆12Updated 5 months ago
- ☆33Updated 7 months ago
- TyrLoc: A Low-cost Multi-technology MIMO Localization System with A Single RF Chain.☆23Updated 2 years ago
- The repo for the following paper: A Geometric Deep Learning Framework for Accurate Indoor Localization, 2022 International Conference on …☆12Updated 2 years ago
- Thank you for your interest in our work.☆12Updated 4 months ago
- WiFi-based motion tracking system☆29Updated 3 years ago
- this repository is simulation based on Manikanta Kotaru's two paper: 1."SpotFi: Decimeter Level Localization Using WiFi", SIGCOMM. London…☆14Updated 4 years ago
- Repository with UWB data traces representing LOS and NLOS channel conditions in 7 different indoor locations.☆107Updated 7 years ago
- Joint Azimuth, Elevation, and Delay Estimation for 3D Indoor Localization☆23Updated 7 years ago
- Indoor locationing using Wi-Fi fingerprints, machine learning, and deep learning.☆34Updated 6 years ago
- This repository implements ranging methods in the article "Experimental Analysis of RSSI-based Indoor Localization with IEEE 802.15.4". M…☆15Updated 9 years ago
- Codes for paper "Semidefinite Programming for NLOS Error Mitigation in TDOA Localization"☆34Updated 3 years ago