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Machine learning as an alternative to thresholding for space radiation high current event detection

Autor: Dorise, Adrien, Alonso, Corinne, Subias, Audine, Travé-Massuyès, Louise, Baczkowski, Leny, Vacher, François

Publikováno v: Radiation and its Effects on Components and Systems-RADECS 2021
Radiation and its Effects on Components and Systems-RADECS 2021, Sep 2021, Vienna, Austria
Radiation and its Effects on Components and Systems-RADECS 2021, Sep 2021, Vienna, Austria. ⟨10.1109/RADECS53308.2021.9954582⟩

International audience; The space environment is known to be the seat of radiation of different kinds to which satellites in orbit are subjected. These include cosmic rays that come from stars and radiation belts that come from the Earth magnetic fie

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a531b118dcc024803d6325053d761d81
https://hal.laas.fr/hal-03331030

Anomaly Detection for Radiation Hardening of Space Electronics - Application of Machine Learning Algorithms on an Atmel SAM3X Microcontroller

Autor: Dorise, Adrien, Travé-Massuyès, Louise, Alonso, Corinne, Subias, Audine, Vacher, François, Baczkowsky, Leny

Publikováno v: Avionics, Data, Control and Software Systems-ADCSS 2020
Avionics, Data, Control and Software Systems-ADCSS 2020, ESA, Oct 2020, Amsterdam (virtual), Netherlands

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::3dd1c5cb1a6bc6c076a8ed93811aafe2
https://hal.laas.fr/hal-03330033