Sökning: "Kristoffer Raskov"

Hittade 1 uppsats innehållade orden Kristoffer Raskov.

  1. 1. Machine Learning for Radar in Health Applications : Using machine learning with multiple radars to enhance fall detection

    Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Kristoffer Raskov; Oliver Christiansson; [2022]
    Nyckelord :Machine learning; RNN; Bi-LSTM; radar; sensor fusion; HAR; fall detection; healthcare monitoring; Maskininlärning; RNN; Bi-LSTM; radar; sensor fusion; HAR; falldetektering; hälsoövervakning;

    Sammanfattning : Two mm-wave frequency modulated continuous wave (FMCW) radars were combined with a recurrent neural network (RNN) to perform fall detection. The purpose was to find methods to implement a multi-radar setup for healthcare monitoring and to study the resulting models’ resilience to interference and other obstacles, such as re-arranging the radars in the room. LÄS MER