Essays about: "radio site"

Showing result 1 - 5 of 44 essays containing the words radio site.

1. 1. Ranging Error Correction in a Narrowband, Sub-GHz, RF Localization System

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Silvia Barrett; [2023]
   Keywords : Localization; Narrowband; Sub-GHz; Radio Frequency; RSSI; Time-of-Flight; Error mitigation; Machine Learning; Linear Regression; LeastSquares Support Vector Machine Regression; Gaussian Process Regression; Loalisering; Narrowband; Sub-GHz; Radiofrekvens; RSSI; Time-of-Flight; Felkorrigering; Machine Learning; Linear Regression; LeastSquares Support Vector Machine Regression; Gaussian Process Regression;

   Abstract : Being able to keep track of ones assets is a very useful thing, from avoiding losing ones keys or phone to being able to find the needed equipment in a busy hospital or on a construction site. The area of localization is actively evolving to find the best ways to accurately track objects and devices in an energy efficient manner, at any range, and in any type of environment. READ MORE

3. 2. Integrating Machine Learning into Constraint Programming for Radio Recommendation in Radio Access Networks

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : José Ruiz Alarcón; [2023]
   Keywords : ;

   Abstract : This thesis introduces an approach for integrating Machine Learning into Constraint Programming for recommender systems. The main idea is to use clustering algorithms to divide the data into groups, which we use to derive objective functions that are used in a constraint solver. READ MORE

4. 3. Analysis of Performance Parameters for Service Assurance in Radio Access Networks

   University essay from KTH/Hälsoinformatik och logistik

   Author : Daryell Raymat; Mohammed Chaker; [2023]
   Keywords : Key performance indicator in networks; python; data visualisation; cellular network; self-health care; machine learning; Telenor; parameter analysis.; Nyckelprestandaindikator i nätverk; python; datavisualisering; mobilnätverk; själv-hälsovård; maskininlärning; Telenor; parameteranalys.;

   Abstract : During the thesis project, an evaluation tool was developed for Telenor. This tool identifies the most reliable cell within a site based on its standard deviation and systematically ranks the performance of each cell using key performance indicators (KPIs). READ MORE

5. 4. Simulation of Radio Propagation Path in Indoor Environment

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Minu Revathikumar; [2022]
   Keywords : Indoor 3D propagation model; millimeter waves mmWaves ; 5G; Basic propagation mechanism; Excess loss; Inomhus 3Dspridnings modell; millimeter vågor mmVågor ; 5G; Grundläggande spridnings mekanism; Överskotts förlust;

   Abstract : Several propagation channel models are designed to verify signal behavior in specific environments for future 5G cellular networks. Hence, with the massive development and demand of indoor wireless systems, a suitable design prior to deployment is required for energy and cost-efficient implementations. READ MORE

6. 5. Design and Development of a Data Acquisition and Communication System for Point Absorber Tracking

   University essay from Uppsala universitet/Institutionen för elektroteknik

   Author : Balakrishnan Kannan; [2021]
   Keywords : Data Acquisition System; Raspberry Pi; Controller; Processor; Wave buoy; Lysekil; wave energy; measurements; IMU; GPS; Strain gauge; force; Solar energy; Battery; communication; 4G; internet; Remote tracking; Shell; Python;

   Abstract : The recent trend in generating energy from the waves has led to several advancements in the methods and the various research is conducted across the world, to study the behaviour of point absorbers on the waves. The point absorbers such as wave buoys are designed to move according to the waves and the generator that is mechanically coupled with the buoys, generate electricity. READ MORE