A Service-Centric Q-Learning Algorithm for Mobility Robustness Optimization in LTE

Due to the diversity of mobile services and rising user expectations, mobile network management has changed its focus from Quality of Service (QoS) to Quality of Experience (QoE). As a consequence, classical network optimization procedures must be updated accordingly. One of these optimization proce...

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Vydáno v:	IEEE eTransactions on network and service management Ročník 18; číslo 3; s. 3541 - 3555
Hlavní autoři:	Mari-Altozano, Maria Luisa, Mwanje, Stephen S., Ramirez, Salvador Luna, Toril, Matias, Sanneck, Henning, Gijon, Carolina
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.09.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Handover Heuristic algorithms Long Term Evolution Machine learning Machine learning algorithms Network management systems neural network Optimization Q-learning Quality of experience Quality of service architectures Robustness self organizing networks Tuning
ISSN:	1932-4537, 1932-4537
On-line přístup:	Získat plný text
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