University of Twente Student Theses
User Centric Quality of Service Improvement in IoT Networks: A closed Loop Approach
Mutruc, Vlad (2023) User Centric Quality of Service Improvement in IoT Networks: A closed Loop Approach.
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| Abstract: | As the Quality of Service (QoS) requirements in IoT networks con- tinue to rise, the limitations of Enhanced Distributed Channel Ac- cess (EDCA) have become increasingly apparent. Network slicing, a powerful solution that addresses these limitations, provides flexi- bility and QoS diversity in WiFi IoT networks. However, current resource management strategies in network slicing lack the use of end-user QoS satisfaction. Software-Defined Networking (SDN), which facilitates network slicing, collects KPIs but often neglects user feedback about their ex- perience. This paper proposes an enhancement to the 5GEmPower SDN controller to incorporate this unboserved user feedback, en- abling improved slice resource management and QoS. Our novel framework empowers end-users to share critical pa- rameters such as Modulation and Coding Scheme (MCS), Clear Channel Assessment (CCA), and Transmit Power (TX). The inte- gration of this information can significantly improve the reliability of wireless IoT networks. The software created during this research is open-source and available on GitLab. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science BSc (56964) |
| Link to this item: | https://purl.utwente.nl/essays/95918 |
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