Essays about: "GPS-Free"

Found 3 essays containing the word GPS-Free.

  1. 1. GPS-Free UAV Geo-Localization Using a Reference 3D Database

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Justus Karlsson; [2022]
    Keywords : Deep Learning; Machine Learning; ML; AI; UAV; GPS-Free; CNN; 3D CNN; GCNN; 3D Database; geolocalization; geo-localization; georegistration; Hidden Markov Model; HMM; satellite; satellite database; Batch-Hard; triplet loss; PyTorch Geometric;

    Abstract : The goal of this thesis has been global geolocalization using only visual input and a 3D database for reference. In recent years Convolutional Neural Networks (CNNs) have seen huge success in the task of classifying images. The flattened tensors at the final layers of a CNN can be viewed as vectors describing different input image features. READ MORE

  3. 2. Development and Evaluation of a Robocentric SLAM Algorithm

    University essay from Uppsala universitet/Signaler och System

    Author : Max Holmberg; [2018]
    Keywords : ;

    Abstract : In this master thesis the front end of a Simultaneous Localization And Mapping(SLAM) system is developed in the programming language C++ and themeta-operating system ROS (Robot Operating System). The algorithms are based onprevious work done at the Swedish defense research agency (FOI) and are a part of aGPS free positioning system developed for military use. READ MORE

  4. 3. A Hybrid Approach to GPS-Free Geolocation over LoRa

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

    Author : Jonas Danebjer; Valthor Halldórsson; [2018]
    Keywords : Technology and Engineering;

    Abstract : The last few years have seen a rapid expansion within the area of the Internet ofThings (IoT). For many IoT applications, such as asset tracking and distributedsensor networks, the problem of localization (i.e. determining the physical loca-tion of nodes in the network) is fundamental. READ MORE