Essays about: "Downlink Scheduling"

Showing result 1 - 5 of 25 essays containing the words Downlink Scheduling.

  1. 1. Predicting Buffer Status Report (BSR) for 6G Scheduling using Machine Learning Models

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

    Author : Qi Zhang; [2021]
    Keywords : Buffer Status Report; 6G scheduling; Machine Learning; Uplink Traffic Prediction; Wireless Communication; Buffert status rapport; 6G-schemaläggning; Machine Learning; Uplink Traffic Prediction; Wireless Communication;

    Abstract : In 6G communication, many state-of-the-art machine learning algorithms are going to be implemented to enhance the performances, including the latency property. In this thesis, we apply Buffer Status Report(BSR) prediction to the uplink scheduling process. The BSR does not include information for data arriving after the transmission of this BSR. READ MORE

  3. 2. Scheduling using Deep Reinforcement Learning

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

    Author : Jakob Stigenberg; [2020]
    Keywords : ;

    Abstract : As radio networks have continued to evolve in recent decades, so have theircomplexity and the difficulty in efficiently utilizing the available resources. Ina cellular network, the scheduler controls the allocation of time, frequencyand spatial resources to users in both uplink and downlink directions. READ MORE

  4. 3. Machine Learning Based Modulation and Coding Scheme Selection

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

    Author : Michel Chamat; Bersi Dimitrios Kodra; [2019]
    Keywords : Machine Learning; ML; Modulation and Coding Scheme; MCS; Scheduler; Scheduling; Technology and Engineering;

    Abstract : In wireless communication, resources like bandwidth and energy are scarce and extremely valuable, any system should serve as many users as possible while preserving high Quality of Service (QoS) for the best user experience. Accordingly, the Base Station (BS) has the responsibility to optimally schedule its resources to the users based on the available information. READ MORE

  5. 4. Scheduler Algorithms for MU-MIMO

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

    Author : Wissam Moustafa; Richard Mugisha; [2017]
    Keywords : Scheduling; Beamforming; TDD; TM-8; SRS; Downlink; Round Robin; SU-MIMO; MU-MIMO.; Technology and Engineering;

    Abstract : In multi-user multiple input multiple output (MU-MIMO), the complexity of the base-station scheduler has increased further compared to single-user multiple input multiple output (SU-MIMO). The scheduler must understand if several users can be spatially multiplexed in the same time-frequency resource. READ MORE

  6. 5. Wireless system design : NB-IoT downlink simulator

    University essay from Uppsala universitet/Signaler och System

    Author : Piotr Krasowski; Douglas Troha; [2017]
    Keywords : nb-iot; lte; lte-a; downlink; simulator; wireless;

    Abstract : The newly defined NB-IoT standard currently lacks a toolkit and simulator. In order to develop algorithms for this new standard there is a need for channels and signals as reference during tests. MATLAB is commonly used for testing LTE signals and therefore the toolkit was developed in this environment. READ MORE