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Showing result 1 - 5 of 18 essays matching the above criteria.

  1. 1. An analysis of whether a level four autonomous vehicle can contribute to a more sustainable public transportation system : A review of the 5G-ride project from the perspective of sustainability

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

    Author : David Glaas; Gustaf Bjering; [2022]
    Keywords : Autonomous Vehicles; Sustainability; Information and Communication Technology; 5G; Public Transportation; Självkörande Fordon; Hållbarhet; Information och Kommunikations Teknologi; 5G; Public Transport;

    Abstract : Autonomous vehicles or self-driving vehicles is an emerging concept, supported by the latest technological achievements. In the last decade, the interest has increased tremendously, leading to extensive research on the subject of automation. READ MORE

  3. 2. Designing Trustable Automation for an Intent-Based Control System

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

    Author : Ville Vartiainen; [2022]
    Keywords : 5G; intent-based control; trust in automation; interface design; 5G; aiepohjainen hallinta; luottamus automaatioon; käyttöliittymäsuunnittelu; 5G; avsiktsbaserad kontroll; pålitlig automatisering; gränssnittsdesign;

    Abstract : The differences between legacy and 5G networks in both capability, and their increasingly dynamic nature and complexity warrant searching for new kinds of ways to manage networks. This thesis work explored different options for interaction and interfaces for a declarative, intent-based control (IBC) based 5G network management system. READ MORE

  4. 3. Optimization of Physical Uplink Resource Allocation in 5G Cellular Network using Monte Carlo Tree Search

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

    Author : Gerard Girame Rizzo; [2022]
    Keywords : 5G NR; PUCCH format; Combinatorial optimization; Physical resource allocation; Monte Carlo Tree Search; 5G NR; PUCCH-format; kombinatorisk optimering; fysisk resursfördelning; Monte Carlo Tree Search;

    Abstract : The Physical Uplink Control Channel (PUCCH), which is mainly used to transmit Uplink Control Information (UCI), is a key component to enable the 5G NR system. Compared to LTE, NR specifies a more flexible PUCCH structure to support various applications and use cases. READ MORE

  5. 4. Performance Analysis Of Massive MIMO With Port Reduction

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

    Author : Tingrui Zhang; [2022]
    Keywords : 5G NR; Massive MIMO; Fronthaul; Beamforming; Functional split; 5G NR; Massive MIMO; Fronthaul; Beamforming; funktionell uppdelning;

    Abstract : In centralized radio access network (C-RAN) architecture, the base-band unit (BBU) is connected to one or more remote radio units (RRUs) via a fronthaul (FH) interface. Upgrading base station antennas in C-RAN to support massive multiple-input multiple-output (MIMO) technology can improve network spectral efficiency and largely boost the capacity of the 5G system. READ MORE

  6. 5. 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