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Center frequency offset estimation in Wi-Fi system using neural networks

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Center Frequency Offset (CFO) estimation with spiking neural networks

Providing our spiking neural network model for CFO estimation based on ann2snn conversion with benchmark neural network models and conventional methods. You need SpikingJelly library to use our neural networks for CFO estimation. To get a dataset extracted by USRP, please e-mail me (hetzer44@naver.com)

gr-customs

This folder has a custom GRC block for generating OFDM preambels without data packets in USRP.

train

This folder has train files for neural network models to learn CFO values form STF and LTF datasets.

test

This folder has test files to calculate MAE of the baseline, benchmarks, and proposed mechanism.

ofdmSynchronization

This folder has matlab files to calculate BER and FER of the baseline, benchmarks, and proposed mechanism. It has 802.11n Non-HT synchronization flow by MATLAB.

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Center frequency offset estimation in Wi-Fi system using neural networks

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