Machine Learning Solutions for Context Information-aware Beam Management in Millimeter Wave Communications

Sajad Rezaie

doi:10.54337/aau532690499

Machine Learning Solutions for Context Information-aware Beam Management in Millimeter Wave Communications

Sajad Rezaie

Publikation: Ph.d.-afhandling

110 Downloads (Pure)

Originalsprog	Engelsk
Vejledere	Manchon, Carles Navarro, Hovedvejleder De Carvalho, Elisabeth, Bivejleder
Udgiver	Aalborg Universitetsforlag
ISBN'er, elektronisk	978-87-7573-737-6
DOI	https://doi.org/10.54337/aau532690499
Status	Udgivet - 2023

Bibliografisk note

PhD supervisor:
Assoc. Prof. Carles Navarro Manchón, Aalborg University

Assistant PhD supervisor:
Prof. Elisabeth de Carvalho, Aalborg University

Adgang til dokumentet

10.54337/aau532690499

PHD_SRForlagets udgivne version, 8,75 MB

AUB Link

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1 Afsluttet

Leveraging Context Information in Fifth Generation MillimeterWave Mobile Networks: a Bayesian Approach
Manchon, C. N. & Rezaie, S.
01/03/2019 → 31/08/2022
Projekter: Projekt › Forskning

2 Konferenceartikel i proceeding
2 Tidsskriftartikel

A Deep Learning Approach to Location- and Orientation-aided 3D Beam Selection for mmWave Communications
Rezaie, S., De Carvalho, E. & Manchon, C. N., 1 dec. 2022, I: IEEE Transactions on Wireless Communications. 21, 12, s. 11110-11124 15 s.
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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Fil
2 Citationer (Scopus)

50 Downloads (Pure)
Location- and Orientation-aware Millimeter Wave Beam Selection for Multi -Panel Antenna Devices
Rezaie, S., Morais, J., Carvalho, E. D., Alkhateeb, A. & Manchón, C. N., 8 dec. 2022, GLOBECOM 2022 - 2022 IEEE Global Communications Conference. IEEE, s. 597-602 6 s. 10001089
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
2 Citationer (Scopus)
Deep Transfer Learning for Location-aware Millimeter Wave Beam Selection
Rezaie, S., Amiri, A., De Carvalho, E. & Manchon, C. N., 21 jun. 2021, I: I E E E Communications Letters. 25, 9, s. 2963-2967 5 s., 9461767.
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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6 Citationer (Scopus)

180 Downloads (Pure)

Citationsformater

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title = "Machine Learning Solutions for Context Information-aware Beam Management in Millimeter Wave Communications",

author = "Sajad Rezaie",

note = "PhD supervisor: Assoc. Prof. Carles Navarro Manch{\'o}n, Aalborg University Assistant PhD supervisor: Prof. Elisabeth de Carvalho, Aalborg University",

year = "2023",

doi = "10.54337/aau532690499",

language = "English",

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N1 - PhD supervisor: Assoc. Prof. Carles Navarro Manchón, Aalborg University Assistant PhD supervisor: Prof. Elisabeth de Carvalho, Aalborg University

PY - 2023

Y1 - 2023

U2 - 10.54337/aau532690499

DO - 10.54337/aau532690499

M3 - PhD thesis

T3 - Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet

PB - Aalborg Universitetsforlag

ER -

Machine Learning Solutions for Context Information-aware Beam Management in Millimeter Wave Communications

Bibliografisk note

Adgang til dokumentet

AUB Link

Projekter

Leveraging Context Information in Fifth Generation MillimeterWave Mobile Networks: a Bayesian Approach

Publikation

A Deep Learning Approach to Location- and Orientation-aided 3D Beam Selection for mmWave Communications

Location- and Orientation-aware Millimeter Wave Beam Selection for Multi -Panel Antenna Devices

Deep Transfer Learning for Location-aware Millimeter Wave Beam Selection

Citationsformater