Sökning: "Radio resurs schemaläggning"

Hittade 2 uppsatser innehållade orden Radio resurs schemaläggning.

1. 1. Investigating Multi-Objective Reinforcement Learning for Combinatorial Optimization and Scheduling Problems : Feature Identification for multi-objective Reinforcement Learning models

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Rikard Fridsén Skogsberg; [2022]
   Nyckelord :Multi-Objective Reinforcement Learning; Radio Resource Scheduling; Deep Q-Networks; Single-policy; Multi-policy; Scalarization.; Flermåls förstärkningsinlärning; Radio resurs schemaläggning; Djupa Q-nätverk; Enskilt mål; Flermål;

   Sammanfattning : Reinforcement Learning (RL) has in recent years become a core method for sequential decision making in complex dynamical systems, being of great interest to support improvements in scheduling problems. This could prove important to areas in the newer generation of cellular networks. LÄS MER

3. 2. 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

   Master-uppsats, KTH/Radio Systems Laboratory (RS Lab)

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

   Sammanfattning : 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. LÄS MER