Essays about: "mobile network management"

Showing result 21 - 25 of 127 essays containing the words mobile network management.

  1. 21. Time to Next Flow Classification in Mobile Networks with Federated Learning

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

    Author : Alex Knight-Williams; [2020]
    Keywords : ;

    Abstract : Understanding traffic dynamics and user demand in a cellular network is essential for effective resource management, which in turn improves the network’s energy and cost efficiency. This thesis focuses on the task of classifying the time until the arrival of the next flow at a user level in a real network traffic data set. READ MORE

  3. 22. Model-Based versus Data-Driven Control Design for LEACH-based WSN

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Axel Karlsson; Bohan Zhou; [2020]
    Keywords : Wireless sensor network; mobile sink; LEACH; model predictive control; reinforcement learning; Deep Q-Networks; : Trådlösa sensor nätverk; LEACH; modellbaserad regulator; reinforcement learning; Deep Q-Networks;

    Abstract : In relation to the increasing interest in implementing smart cities, deployment of widespread wireless sensor networks (WSNs) has become a current hot topic. Among the application’s greatest challenges, there is still progress to be made concerning energy consumption and quality of service. READ MORE

  4. 23. Sequence Prediction for Identifying User Equipment Patterns in Mobile Networks

    University essay from KTH/Matematisk statistik

    Author : Theoharis Charitidis; [2020]
    Keywords : Markov chain; mobile networks; user equipment; machine learning; statistics; sequence prediction; stochastic process; Maskininlärning; mobila nätverk; statistik; markovkedjor; all k order markov; stokastisk process; sekvensprediktering;

    Abstract : With an increasing demand for bandwidth and lower latency in mobile communication networks it becomes gradually more important to improve current mobile network management solutions using available network data. To improve the network management it can for instance be of interest to infer future available bandwidth to the end user of the network. READ MORE

  5. 24. Email Classification : An evaluation of Deep Neural Networks with Naive Bayes

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : John Michailoff; [2019]
    Keywords : Machine learning; neural network; DNN; Naive Bayes; network complexity;

    Abstract : Machine learning (ML) is an area of computer science that gives computers the ability to learn data patterns without prior programming for those patterns. Using neural networks in this area is based on simulating the biological functions of neurons in brains to learn patterns in data, giving computers a predictive ability to comprehend how data can be clustered. READ MORE

  6. 25. Design of a screwless radio enclosure.

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Oskar Lundkvist; [2019]
    Keywords : Enclosure; radio; screwless; snap-fit; Inkapsling; radio; skruvlös; snäppen;

    Abstract : Radior är en viktig del av mobiltelefoninätverket. De är kopplade till antenner som trådlöst skickar och tar emot radiovågor. Kraven på inkapslingen av telekommunikationsutrustning ökar kontinuerligt. Ett sätt att minska vikt, storlek, monteringstid och förbättra utseendet av radior kan vara att ersätta skruvar med andra fästprinciper. READ MORE