Skip to main content

3 Result(s)

within Carlo Ciancarelli Remove this filter

and

  1. No Access

    Chapter and Conference Paper

    A GAN Approach for Anomaly Detection in Spacecraft Telemetries

    In spacecraft health management a large number of time series is acquired and used for on-board units surveillance and for historical data analysis. The early detection of abnormal behaviors in telemetry data ...

    Carlo Ciancarelli, Giorgio De Magistris… in 17th International Conference on Soft Comp… (2023)

  2. No Access

    Chapter and Conference Paper

    RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project

    Modern space applications impose significant challenges to the design of hardware and software platforms. Beyond traditional applications such as avionics, Attitude Orbit Control, and signal/telemetry processi...

    William Fornaciari, Federico Reghenzani… in Embedded Computer Systems: Architectures, … (2023)

  3. No Access

    Chapter and Conference Paper

    Innovative ML-based Methods for Automated On-board Spacecraft Anomaly Detection

    Spacecraft health monitoring is an important task to assure the mission operational life. For this purpose, a variety of telemetry data are analyzed to detect anomalies that can lead to failures and cause irre...

    Carlo Ciancarelli, Eleonora Mariotti… in The Use of Artificial Intelligence for Spa… (2023)