Essays about: "Non Line of Sight NLOS"
Showing result 1 - 5 of 23 essays containing the words Non Line of Sight NLOS.
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1. Performance Evaluation of LoRa networks for Air-to-Ground Communications
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The current focus on the Internet of Things (IoT) has led to the emergence of many network scenarios with unlimited use cases, including smart homes, smart cities, smart agriculture, and more. Unmanned aerial vehicles (UAVs), also known as drones, have become increasingly popular due to their versatility and ability to collect and transmit data through various sensors and cameras. READ MORE
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2. Machine Learning-based MIMO Indoor Positioning
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : The most widely used positioning system is Global Navigation Satellite System (GNSS), which uses traditional positioning techniques and cannot achieve satisfactory positioning performance in indoor scenarios due to Non-Line-of-Sight (NLoS) transmission. Fingerprinting is a non-traditional positioning technique that is robust to NLoS transmission in indoor scenarios. READ MORE
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3. Development of AI/ML Methods for Advanced Device Localization in Beyond 5G Systems
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : This master thesis aims to investigate the positioning accuracy improvements of device localization by the implementation of AI/ML functionalities. In this project, we use the fifth-generation(5G) New Radio (NR) system and focus on indoor factories. READ MORE
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4. Virtual alignment of real-world objects
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : High accuracy localization of objects is a crucial function for many modern applications, such as virtual and augmented reality, robotics, and self-driving cars, among others. This requires determining precise location of objects indoors, which is a challenging task. READ MORE
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5. Beamformed Channel Matrix Positioning using 5G Testbench CSI data with a Deep-Learning Pipeline
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : 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