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Found 4 essays matching the above criteria.

  1. 1. Beamformed Channel Matrix Positioning using 5G Testbench CSI data with a Deep-Learning Pipeline

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Andre Ráth; [2022]
    Keywords : 5G; Deep Learning; Positioning; Channel State Information; CSI; Deep-learning; neural-network; particle-filter; particle; filter; Channel Matrix; Beamformed Channel Matrix; localization; real-world; data-driven; 5G testbench; basestation; Technology and Engineering;

    Abstract : Within the telecommunications industry, a positioning system for estimating user equipment (UE) location using purely information available for the basestation has an enormous number of potential uses. The link between physical position and the network channel state enables potential positioning systems to function by under- standing the network channel state dependency on location, using a model-based, data-based, or a combined approach. READ MORE

  3. 2. Sales Volume Forecasting of Ericsson Radio Units - A Statistical Learning Approach

    University essay from KTH/Matematisk statistik

    Author : Patrik Amethier; André Gerbaulet; [2020]
    Keywords : Statistics; Applied mathematics; Neural networks; decision trees; machine learning; sales volumes; predictions; demand forecasting; Statistik; tillämpad matematik; neurala nätverk; trädmodeller; maskininlärning; försäljningsvolym; prognostisering;

    Abstract : Demand forecasting is a well-established internal process at Ericsson, where employees from various departments within the company collaborate in order to predict future sales volumes of specific products over horizons ranging from months to a few years. This study aims to evaluate current predictions regarding radio unit products of Ericsson, draw insights from historical volume data, and finally develop a novel, statistical prediction approach. READ MORE

  4. 3. Smart Environment - Early Wildfire Detection using IoT

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Carl Hidestål; André Zreik; [2020]
    Keywords : Internet of Things; Wildfire; Forest fire; Narrowband-IoT; Particle detection; Technology and Engineering;

    Abstract : Problems with extreme weather, such as drought, has increased due to greenhouse emissions. As one of the consequences to this, forest fires have emerged more frequently on a global level. This became obvious in Sweden, in the summer of 2018, which has been stated to have been the worst affected year of forest fires in modern time. READ MORE

  5. 4. Construction of a quadrotor platform and an investigation of inertial navigation

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : André Ericsson; Christoffer Cederberg; [2017]
    Keywords : quadrotor platform; Technology and Engineering;

    Abstract : The usage and potential usage of unmanned aerial vehicles (UAV) in our society grows rapidly and therefore an interest of how to design such a craft was sparked. The ability of an autonomous flight is valuable in many applications and requires that the craft is equipped with a GPS-module. READ MORE