Essays about: "SOTA"

Found 4 essays containing the word SOTA.

  1. 1. Evaluation of SoTA control strategies designed for a LLC Converter in an Aerospace environment

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Anton Gebert; [2019]
    Keywords : ;

    Abstract : This thesis is an investigation into suitable control algorithms for military applications of the high frequency (600kHz) LLC Converter. The thesis focuses on establishing a basis for mimicking a military application; loads, sources and peripheral conditions. READ MORE

  2. 2. Optimizing Deep Neural Networks for Classification of Short Texts

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Fredrik Pettersson; [2019]
    Keywords : Machine learning; Text classification; state-of-the-art; SOTA; Deep neural network; Dimensionality reduction; Word embeddings;

    Abstract : This master's thesis investigates how a state-of-the-art (SOTA) deep neural network (NN) model can be created for a specific natural language processing (NLP) dataset, the effects of using different dimensionality reduction techniques on common pre-trained word embeddings and how well this model generalize on a secondary dataset. The research is motivated by two factors. READ MORE

  3. 3. Spatial wireless connectivity prediction for mobile robots

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Mengchan Li; [2016]
    Keywords : RSS prediction; mobile robots; RSS gradient; wireless prediction;

    Abstract : Mobile robots, either autonomous or tele-operated have the potential of assisting humans in various situations such as during natural disasters, Urban Search and Rescue (USAR) efforts, and in Explosive Ordinance Disposal (EOD). These robots need steady wireless connectivity with their base station for control and communication. READ MORE

  4. 4. Automatic Test Assessment and Verdict Generation by CAN Monitoring

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : MILIVOJ LÄRFARS PERSSON; [2016]
    Keywords : ;

    Abstract : In this thesis the author presents an investigation on how to automate and streamline in-vehicle testing by developing a novel automated in-vehicle testing tool. The developed software architecture aims to reduce the amount of manual labor in order to decrease the time necessary to perform the manual in-vehicle tests. READ MORE