Online machine learning algorithms to optimize performances of complex wireless communication systems.

Oshima, Koji; Yamamoto, Daisuke; Yumoto, Atsuhiro; Kim, Song-Ju; Ito, Yusuke; Hasegawa, Mikio

Oshima, Koji; Yamamoto, Daisuke; Yumoto, Atsuhiro; Kim, Song-Ju; Ito, Yusuke; Hasegawa, Mikio.

Afiliación

Oshima K; Innovation Design Initiative, National Institute of Information and Communications Technology, Koganei, Tokyo, Japan.
Yamamoto D; Department of Electrical Engineering, Tokyo University of Science, Katsushika, Tokyo, Japan.
Yumoto A; Department of Electrical Engineering, Tokyo University of Science, Katsushika, Tokyo, Japan.
Kim SJ; Department of Electrical Engineering, Tokyo University of Science, Katsushika, Tokyo, Japan.
Ito Y; SOBIN Institute LLC, Kawanishi, Hyogo, Japan.
Hasegawa M; Department of Electrical Engineering, Tokyo University of Science, Katsushika, Tokyo, Japan.

Math Biosci Eng ; 19(2): 2056-2094, 2022 01.

Article en En | MEDLINE | ID: mdl-35135242

Asunto(s)

Algoritmos; Aprendizaje Automático; Comunicación; Simulación por Computador

Palabras clave

cognitive radio; complex systems; cross layer optimization; machine learning; multi-armed bandit problem; optimization algorithm; reinforcement learning; wireless communication systems

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Algoritmos / Aprendizaje Automático Tipo de estudio: Prognostic_studies Idioma: En Revista: Math Biosci Eng Año: 2022 Tipo del documento: Article País de afiliación: Japón Pais de publicación: Estados Unidos

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