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NLESC-quantum / quantum_comp

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QML use case: RFI detection #16

Open NicoRenaud opened 2 years ago

NicoRenaud commented 2 years ago

Apply QML to RFI detection

NicoRenaud commented 1 year ago

one recent ML paper for RFI https://iopscience.iop.org/article/10.1088/1757-899X/198/1/012012/pdf. They used decision tree (?) on features extracted from the raw signals. I don't think they share their data though ...

NicoRenaud commented 1 year ago

Another paper that uses more advanced techniques https://www.labunix.uqam.ca/~ajib_w/index_fichiers/Publi_Conf/Ajib_VTC2020_Yosr.pdf. Once again no data available.

NicoRenaud commented 1 year ago

Another one that claims that training data can be generated easily ... https://upcommons.upc.edu/bitstream/handle/2117/343872/IGARSS20_INDRA.pdf;jsessionid=914C59EB0D4221A73525442545E173B9?sequence=1