Essays about: "Indoor 5G"

Showing result 1 - 5 of 20 essays containing the words Indoor 5G.

  1. 1. Machine Learning Clustering andClassification of Network DeploymentScenarios in a Telecom Networksetting

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Chayan Shrang Raj; [2023]
    Keywords : Telecommunications; Statistics; Machine Learning; Masters; PySpark; Python; Data Visualization; LTE; eNodeB; Data analysis; Data Science; AI; Jupyter; HDFS;

    Abstract : Cellular network deployment scenarios refer to how cellular networks are implementedand deployed by network operators to provide wireless connectivity to end users.These scenarios can vary based on capacity requirements, type of geographical area, populationdensity, and specific use cases. READ MORE

  3. 2. Analysis of The Co-existence of Local and Macro Mobile Networks

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

    Author : Outba Bn Nafi Hassan Mohammed Ibrahim; [2023]
    Keywords : ;

    Abstract : The transition to 5G technology holds the promise of significant enhancements to existing wireless connectivity. Industries are increasingly inclined to exploit 5G capabilities, utilizing the technology to bolster mobile broadband and ensure ultra-reliable, low-latency communication services within localized 5G networks. READ MORE

  4. 3. 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

  5. 4. Allegro For the Fifth Generation of Wireless Communications : An In-Depth Investigation of Indoor 5G Infrastructure for Commercial and Industrial Properties

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

    Author : Raman Salih; [2023]
    Keywords : Indoor 5G Deployment; Cost-Sharing Models; Stakeholder Collaboration; Economic Viability; Technical Challenges; Inomhus 5G-implementation; kostnadsdelningsstrategier; intressentinteraktion; ekonomisk genomförbarhet; tekniska lösningar;

    Abstract : The complexities associated with the deployment of indoor 5G infrastructure in commercial and industrial buildings are explored, with the aim of identifying the most practical and cost-effective strategies. The research delves into technical, economic, and stakeholder aspects of indoor 5G implementation within the Swedish context. READ MORE

  6. 5. Simple RSRP Fingerprint Collection Setup and Indoor Positioning in 5G

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

    Author : Sofi Flink; Annie Tallund; [2022]
    Keywords : 5G; indoor positioning; radio fingerprint; k nearest neighbor; naive bayes; automated data collection; Technology and Engineering;

    Abstract : Solving for a way to accurately predict the position of a user equipment is crucial in an array of applications within 5G new radio. One approach is to form unique identifiers, also known as fingerprints, and map them to positional data in an area. READ MORE