Sökning: "Axel Boivie"

Hittade 2 uppsatser innehållade orden Axel Boivie.

  1. 1. Machine Learning for State Estimation in Fighter Aircraft

    Master-uppsats, KTH/Optimeringslära och systemteori

    Författare :Axel Boivie; [2023]
    Nyckelord :State estimation; machine learning; fighter aircraft; neural networks; long short- term memory; LSTM; sensor fusion; air data system; ADS.; Tillståndsestimering; maskininlärning; stridsflygplan; neurala nätverk; sensorfusion; luftdatasystem.;

    Sammanfattning : This thesis presents an estimator to assist or replace a fighter aircraft’s air datasystem (ADS). The estimator is based on machine learning and LSTM neuralnetworks and uses the statistical correlation between states to estimate the angleof attack, angle of sideslip and Mach number using only the internal sensorsof the aircraft. LÄS MER

  3. 2. Implementation and Optimisation of a Neural Network : How stepping schedules affect learning

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Axel Boivie; Victor Bellander; [2021]
    Nyckelord :;

    Sammanfattning : As this project covers an implementation and optimisation of a neural network, it covers most of the essentials within the field of neural networks and its place within machine learning. The focus, however, lay on studying how stepping schedules affect learning. LÄS MER