Essays about: "radio resurshantering"

Found 5 essays containing the words radio resurshantering.

1. 1. Modelling and Investigation of Control of a Power Infrastructure Resource Management System for a Radio Base Station : A study on sustainable power management for ICT infrastructure.

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

   Author : Gustav Lenart; [2023]
   Keywords : Hybrid Dynamical Systems; Resource Management; Hybrid Automaton; Sustainable solutions for Wireless technology; Hybrid Dynamiska System; Resurshantering; Hybrid Automaton; Hållbara lösningar för trådlös teknologi;

   Abstract : In order to minimize greenhouse gas emissions and operational cost related to the ICT-infrastructure the power management method of a Radio Base Station (RBS) or Base Transceiver Station (BTS) at Ericsson is studied and modelled. The major load demand at RBS’s are due to uplink and downlink data traffic. READ MORE

3. 2. Explainable Artificial Intelligence for Radio Resource Management Systems : A diverse feature importance approach

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

   Author : Alexandru-Daniel Marcu; [2022]
   Keywords : Explainable artificial intelligence XAI ; Explainability pipeline; Feature importance; Kernel SHAP; CERTIFAI; Anchors; XAI in wireless systems; XAI for radio resource management; Förklarande artificiell intelligens XAI ; Förklarande pipeline; Prediktor betydelse; Kernel SHAP; CERTIFAI; Anchors; XAI i trådlösa system; XAI för radioresurshantering;

   Abstract : The field of wireless communications is arguably one of the most rapidly developing technological fields. Therefore, with each new advancement in this field, the complexity of wireless systems can grow significantly. READ MORE

4. 3. AI-Powered Network Traffic Prediction

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

   Author : Amin Bolakhrif; [2021]
   Keywords : Deep Learning; IP Address; Machine Learning; Network Traffic Flows; Neural Networks; Predictive Model; Regression.; Djupinlärning; IP Address; Maskininlärning; Nätverkstrafikflöden; Neurala Nätverk; Prediktionsmodell; Regression.;

   Abstract : In this Internet and big data era, resource management has become a crucial task to ensure the quality of service for users in modern wireless networks. Accurate and rapid Internet traffic data is essential for many applications in computer networking to enable high networking performance. READ MORE

5. 4. Evaluation of the Profitability of Quality of Experience-based Resource Allocation Deployment in LTE Network : A Techno-economic Assessment based on Quality of Experience in Video Traffic

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

   Author : Uri Arta Ramadhani; [2017]
   Keywords : Quality of Experience; radio resource management; video quality; mean opinion score; revenue loss; upplevad kvalitet; radio resurshantering; videokvalitét; medelvärde av graderingarna; inkomstförlust;

   Abstract : In the current mobile telecommunication market, with slow growth in mobile subscriptions and increasing traffi demand, each mobile operator needs to manage their customer loyalty in order to maintain position in the market. To retain their customer's loyalty, the user quality of satisfaction needs to be preserved. READ MORE

6. 5. Resource monitoring in a Network Embedded Cloud : An extension to OSPF-TE

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

   Author : Amir Roozbeh; [2013]
   Keywords : network enabled cloud; network embedded cloud; carrier cloud; Cloud LSA; data center model; opaque LSA; link-state update policy; OSPF-TE; resource monitoring; network-aware; cloud management system; extended TED; nätverk aktiverat moln; nätverk inbäddade moln; bärare moln; moln LSA; datacenter modell; ogenomskinlig LSA; länk-stat uppdatering policy; OSPF-TE; resurs övervakning; cloud förvaltning systemet; förlängd TED;

   Abstract : The notions of "network embedded cloud", also known as a "network enabled cloud" or a "carrier cloud", is an emerging technology trend aiming to integrate network services while exploiting the on-demand nature of the cloud paradigm. A network embedded cloud is a distributed cloud environment where data centers are distributed at the edge of the operator's network. READ MORE