Essays about: "importance of telecommunication"

Showing result 1 - 5 of 38 essays containing the words importance of telecommunication.

  1. 1. Detecting Faults in Telecom Software Using Diffusion Models : A proof of concept study for the application of diffusion models on Telecom data

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

    Author : Mohamad Nabeel; [2023]
    Keywords : Diffusion models; Anomaly Detection; Telecommunication; Time Series; Diffusionsmodeller; Anomalitetsdetektering; Telekommunikation; Tidsserier;

    Abstract : This thesis focuses on software fault detection in the telecom industry, which is crucial for companies like Ericsson to ensure stable and reliable software. Given the importance of software performance to companies that rely on it, automatically detecting faulty behavior in test or operational environments is challenging. READ MORE

  3. 2. 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

  4. 3. Software Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks

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

    Author : Rémi Bourgerie; [2023]
    Keywords : 5G 4G; Federated Learning; Graoh Learning; Graph-based Federated Learning; Temporal Graph Neural Networks; Time Series; Anomaly Detection; Fault Detection; 5G 4G; Federerat lärande; Graf lärande; Grafbaserat federerat lärande; Temporal Graph Neural Networks; Tidsserier; Upptäckt av anomalier; Upptäckt av fel;

    Abstract : The increasing complexity of telecom networks, induced by the recent development of 5G, is a challenge for detecting faults in the telecom network. In addition to the structural complexity of telecommunication systems, data accessibility has become an issue both in terms of privacy and access cost. 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. Modeling of Enterprise Remote SIM Profile Provisioning Solution

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Hampus Holmström; [2022]
    Keywords : eSIM profile provisioning; CPN; Petri Nets; Formal modeling;

    Abstract : Enterprise SIM profile provisioning solution is currently in development by some big players in the telecommunication industry. This solution may support an enterprise user staying anonymous to mobile network operators when remotely subscribing to SIM profiles. READ MORE