Resource Allocation in Network Slicing-Based Ultra-Reliable and Low-Latency Communications based on Model Predictive Control
Fraunhofer IRB Verlag
ISBN 978-3-8396-2075-5
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Softcover
2025
In englischer Sprache
Umfang: 233 S.
Format (B x L): 14,8 x 21 cm
Verlag: Fraunhofer IRB Verlag
ISBN: 978-3-8396-2075-5
Produktbeschreibung
To address the characteristics of uRLLC and meet its Quality of Service (QoS) requirements, a typical uRLLC-type network slice resource allocation problem is considered. Latency and reliability factors are comprehensively analyzed and reformulated in terms of data rate optimization. To enhance system robustness and performance under varying conditions, Model Predictive Control (MPC)-based solutions are employed. Additionally, various architectures and corresponding algorithms are proposed, emphasizing computational efficiency, compatibility, and scalability. A parameter study is also conducted to identify key optimizations and further improve overall system performance.
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Fraunhofer Verlag
verlag@fraunhofer.de