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Channel Charting Locating Users within the Radio Environment using Channel State Information

Year of publication

2018

Authors

Studer, Christoph; Medjkouh, Said; Gonultas, Emre; Goldstein, Tom; Tirkkonen, Olav

Organizations and authors

Aalto University

Tirkkonen Olav

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal

Publisher

Volume

6

Pages

47682-47698

ISSN

Publication forum

Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

Yes

Other information

Fields of science

Electronic, automation and communications engineering, electronics

Keywords

autoencoders; Deep Learning; Dimensionality reduction; LOCALIZATION; Machine learning; Manifold learning; massive multiple-input multiple-output (MIMO); Sammon’s mapping

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1109/ACCESS.2018.2866979

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes