Essays about: "radioaccessnätverk"

Found 5 essays containing the word radioaccessnätverk.

  1. 1. Exploratory Data Analysis of Live 5G Radio Access Network Configuration Data Using Interpretable Machine Learning

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Fredrik Olsson; Erik Sköld; [2023]
    Keywords : ;

    Abstract : In the increasingly connected world of today, people are more reliant on online services than ever before. To enhance network performance, efforts needs to be made to better understand the telecommunication system. READ MORE

  3. 2. Rust programming language as an alternative to C for RAN management applications

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

    Author : Viktor Olsson; [2023]
    Keywords : Rust; C; radio access networks; safety; performance; Rust; C; radioaccessnätverk; säkerhet; prestanda;

    Abstract : Since the first official release of Rust 1.0 in 2015, the language has become one of the most well-liked programming languages among developers and has emerged as a competitor to other systems programming languages such as C and C++. READ MORE

  4. 3. Reducing Power Consumption For Signal Computation in Radio Access Networks : Optimization With Linear Programming and Graph Attention Networks

    University essay from Linköpings universitet/Programvara och system

    Author : Martin Nordberg; [2023]
    Keywords : Cloud RAN; Constrained optimization; Mixed integer linear programming; MILP; Machine learning; Graph neural network; Graph attention network; GAT;

    Abstract : There is an ever-increasing usage of mobile data with global traffic having reached 115 exabytes per month at the end of 2022 for mobile data traffic including fixed wireless access. This is projected to grow up to 453 exabytes at the end of 2028, according to Ericssons 2022 mobile data traffic outlook report. READ MORE

  5. 4. AI-driven admission control : with Deep Reinforcement Learning

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

    Author : Lingling Ai; [2021]
    Keywords : Admission Control; Reinforcement Learning; Configurable Observability; Network Slicing; Deep Q-Learning; Antagningskontroll; förstärkningsinlärning; konfigurerbar observerbarhet; nätverksdelning; Deep Q-Learning;

    Abstract : 5G is expected to provide a high-performance and highly efficient network to prominent industry verticals with ubiquitous access to a wide range of services with orders of magnitude of improvement over 4G. Network slicing, which allocates network resources according to users’ specific requirements, is a key feature to fulfil the diversity of requirements in 5G network. READ MORE

  6. 5. Performance Optimization of Virtualized Packet Processing Function for 5G RAN

    University essay from KTH/Radio Systems Laboratory (RS Lab)

    Author : Filip Östermark; [2017]
    Keywords : 5G; RAN; virtualization; packet processing; NFV; optimization; 5G; RAN; virtualisering; packet processing; NFV; optimering;

    Abstract : The advent of the fifth generation mobile networks (5G) presents many new challenges to satisfy the requirements of the upcoming standards. The 5G Radio Access Network (RAN) has several functions which must be highly optimized to keep up with increasing performance requirements. READ MORE