Essays about: "core in 4g"

Showing result 1 - 5 of 10 essays containing the words core in 4g.

  1. 1. A Study on Data-driven Methods for Selection and Evaluation of Beam Subsets in 5G NR

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

    Author : Nic Ekman; Ilias Theodoros Skordas; [2022]
    Keywords : 5G; NR; telecom; telecommunications; ML; machine learning; algorithms; beam; widebeam; propagation; beamforming; subset; RAN; radio; radio environment; ericsson; Technology and Engineering;

    Abstract : 5G New Radio is the next generation of mobile networks and it comes with promises of ultra-high speeds, ultra-high reliability and ultra-low latency. This has posed a challenge for the engineers entrusted with the task of finding solutions which could fulfil the specification, and as a result, some promising areas have received increased attention in recent years. READ MORE

  3. 2. Lightweight Real-Time Lossless Software Compression of Trace Data

    University essay from Linköpings universitet/Datorteknik

    Author : Simon Höglund; [2021]
    Keywords : ;

    Abstract : Powerful System-on-Chip (SoC) produced today has an increasing complexity, featuringmore processors and integrated specialized hardware. This is the case with the EricssonMany-Core Architecture (EMCA) that runs the complex radio modulation standardswithin 3G, 4G and 5G. Such complicated systems require trace data to debug and verifyits behavior. READ MORE

  4. 3. 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

  5. 4. Privacy risks caused by the Swedish Police use of IMSI-catchers in a democratic society

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Karl Martin Stawe; [2021]
    Keywords : ;

    Abstract : For over a decade, the Swedish government has debated the Swedish Police Authority, starting now, the Swedish Police, usage of IMSI-catchers, without finding a solution that provides a formal statute that balances crime-fighting and caring for a natural person's integrity. By IMSI-catchers, the author of this paper refers to the man-in-the-middle attack device that, among other things, can listen to SMS and phone calls in plaintext. READ MORE

  6. 5. Predicting inter-frequency measurements in an LTE network using supervised machine learning : a comparative study of learning algorithms and data processing techniques

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Adrian Sonnert; [2018]
    Keywords : Telecommunications; Telecom; Mobile networks; 4G; LTE; LTE-A; Machine learning; Random forest; Gradient boosting; Neural network; Multi-layer perceptron; Logistic regression; Frequency measurements; Handover; Load balancing; Carrier aggregation;

    Abstract : With increasing demands on network reliability and speed, network suppliers need to effectivize their communications algorithms. Frequency measurements are a core part of mobile network communications, increasing their effectiveness would increase the effectiveness of many network processes such as handovers, load balancing, and carrier aggregation. READ MORE