SenseFi: A Library and Benchmark on Deep Learning Empowered WiFi Human Sensing

Published: 26 April 2023| Version 1 | DOI: 10.17632/dzvgyxkx2f.1
Contributors:
Jianfei Yang, Xinyan Chen

Description

SenseFi is the first open-source benchmark and library for WiFi CSI human sensing, implemented by PyTorch. The state-of-the-art networks, including MLP, CNN, RNN, Transformers, etc, are evaluated on four public datasets across different WiFi CSI platforms.

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Institutions

  • Nanyang Technological University

Categories

Artificial Intelligence, Signal Processing, Machine Learning

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