Bowen-zhang96 / AAResCNN-localization

This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'

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This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network' paper

Dataset

I downloaded the dataset from the home page of the author of paper, which is now unavailable. For this version, it is available in my google drive, in case of the data format of different versions is different.

However, I have no right to distribute this dataset. Please follow the instructions of KU leuven lab for the use of this dataset.

Architecture

The paper consists of three parts, positioning, tracking, and IMU-aided tracking. I will gradually update the code for each part.

Acknowledge

The code is developped based on this project

Additional information

If you find the source code is useful for your research, please cite our paper:
B. Zhang, H. Sifaou and G. Y. Li, "CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network," in IEEE Transactions on Wireless Communications, vol. 22, no. 8, pp. 5583-5597, Aug. 2023, doi: 10.1109/TWC.2023.3235449.

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This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'

License:MIT License


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Language:Python 100.0%