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Showing result 1 - 5 of 31 essays matching the above criteria.

  1. 1. Cell Tower Localization using crowdsourced measurments

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

    Author : Carlos Escandón Álvarez; [2023]
    Keywords : Cell Tower Geolocation; Crowdsourced Measurements; Positioning; Machine Learning; Neural Networks;

    Abstract : This thesis explores the application of a neural network approach to cell tower localization using crowdsourced measurements. The deployment of cell tower infrastructure has been increasing exponentially in recent times as it is a crucial element of mobile communications. READ MORE

  3. 2. QoE Performance Evaluation by Introducing Video Freeze on Mobile Multimedia

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Yagna Brahma Sai Narapareddy; [2019]
    Keywords : qoe; quality of experince; Mean opinion scores; subjective test;

    Abstract : Real time video streaming through mobile Internet is increasing day by day and the video  quality can be affected  very badly by network performance issues. Video freezing and video  jumping are one of the serious issues that affect the user experience badly. READ MORE

  4. 3. Machine Learning Based Modulation and Coding Scheme Selection

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

    Author : Michel Chamat; Bersi Dimitrios Kodra; [2019]
    Keywords : Machine Learning; ML; Modulation and Coding Scheme; MCS; Scheduler; Scheduling; Technology and Engineering;

    Abstract : In wireless communication, resources like bandwidth and energy are scarce and extremely valuable, any system should serve as many users as possible while preserving high Quality of Service (QoS) for the best user experience. Accordingly, the Base Station (BS) has the responsibility to optimally schedule its resources to the users based on the available information. READ MORE

  5. 4. Service Metric Prediction in Clouds using Transfer Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Nevine Gouda; [2019]
    Keywords : ;

    Abstract : Cloud service management for telecommunication operators is crucial and challengingespecially in a constantly changing operational execution environment. ThusPerformance models can be used to maintain service quality. READ MORE

  6. 5. Deep Reinforcement Learning for Adaptive Resource Allocation in Virtualized Network Functions

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

    Author : Simon Ignat; [2018]
    Keywords : ;

    Abstract : Network Function Virtualization (NFV) is the transition from proprietary hardware functions to virtualized counterparts of them within the telecommunication industry. These virtualized counterparts are known as Virtualized Network Functions (VNFs) and are the main building blocks of NFV. READ MORE