Essays about: "NETWORK SIMULATOR"

Showing result 16 - 20 of 264 essays containing the words NETWORK SIMULATOR.

  1. 16. Time synchronization error detection in a radio access network

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

    Author : Moulika Madana; [2023]
    Keywords : GNSS - Global Navigation Satellite System; OAS - Over-the air-synchronization; PRTC - primary reference time clock; PTP - precision time protocol; Gauss Jordan elimination; GNN- Graph Neural Network; GNSS -Globalt navigationssatellitsystem; OAS - Över-the-air tidssynkronisering; PRTC - Primär referenstidklocka; PTP - Precisionstidprotokoll; Gauss Jordan eliminering; GNN- Graf neurala nätverk;

    Abstract : Time synchronization is a process of ensuring all the time difference between the clocks of network components(like base stations, boundary clocks, grandmasters, etc.) in the mobile network is zero or negligible. It is one of the important factors responsible for ensuring effective communication between two user-equipments in a mobile network. READ MORE

  3. 17. Development of a C-RAN Fronthaul Simulator

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

    Author : Noel Tesfalidet; Sam Khosravi; [2023]
    Keywords : 5G; Fronthaul; functional split; C-RAN; simulation; optimization; Digital twin; 5G; Fronthaul; funktionell uppdelning; C-RAN; simulering; optimering; Digital tvilling;

    Abstract : Cellular networks have significantly transformed the way we communicate and access data and the data rates have only been increasing for the last 30 years. 5G is the current generation of cellular networks and enables faster data rates and lower latency. READ MORE

  4. 18. Comparing various methods for improving resource allocation on a single node cluster in Kubernetes

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Abaied Sopi; Plotoaga Andrei; [2023]
    Keywords : Kubernetes; latency-critical; resource allocation; CRI-RM; Vertical Pod Autoscaler;

    Abstract : When dealing with latency-critical applications in Kubernetes, a common strategy is to over-allocate resources to ensure the application can meet its latency guarantees during traffic surges. However, this practice often leads to resource underutilizationas the application will not fully utilize its reserved resources. READ MORE

  5. 19. Development of AI/ML Methods for Advanced Device Localization in Beyond 5G Systems

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

    Author : Eros Iván Costa Andrés; Jon Aizkorreta Carro; [2023]
    Keywords : Artificial Intelligence; localization; IIoT devices; Python; radio signals; 5G; 3GPP; Technology and Engineering;

    Abstract : This master thesis aims to investigate the positioning accuracy improvements of device localization by the implementation of AI/ML functionalities. In this project, we use the fifth-generation(5G) New Radio (NR) system and focus on indoor factories. READ MORE

  6. 20. Trajectory Optimization of Smart City Scenarios Using Learning Model Predictive Control

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

    Author : Mustafa Al-Janabi; [2023]
    Keywords : LMPC; multi-agent control; Smart City; Data-driven Control; multi-level autonomy; LMPC; smarta städer; multiagentsystem; datadriven reglerteknik;

    Abstract : Smart cities embrace cutting-edge technologies to improve transportation efficiency and safety. With the rollout of 5G and an ever-growing network of connected infrastructure sensors, real-time road condition awareness is becoming a reality. However, this progress brings new challenges. READ MORE