SmartCon: Deep Probabilistic Learning-Based Intelligent Link-Configuration in Narrowband-IoT Toward 5G and B5G

To enhance the coverage and transmission reliability, repetitions adopted by Narrowband Internet of Things (NB-IoT) allow repeating transmissions several times. However, this results in a waste of radio resources when the signal strength is high. In addition, in low signal quality, the selection of...

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Veröffentlicht in:	IEEE transactions on cognitive communications and networking Jg. 8; H. 2; S. 1147 - 1158
Hauptverfasser:	Karmakar, Raja, Kaddoum, Georges, Chattopadhyay, Samiran
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.06.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Configurations Deep learning Downlink Dynamic scheduling Generative adversarial networks Internet of Things link-configuration modulation and coding scheme Narrowband NB-IoT Performance enhancement physical resource block Radio signals repetitions Resource management Signal quality Signal strength Training Uplink
ISSN:	2332-7731, 2332-7731
Online-Zugang:	Volltext
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