{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T07:22:29Z","timestamp":1763018549999,"version":"3.37.3"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,4]],"date-time":"2022-07-04T00:00:00Z","timestamp":1656892800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,4]],"date-time":"2022-07-04T00:00:00Z","timestamp":1656892800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002341","name":"Academy of Finland","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002341","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,4]]},"DOI":"10.1109\/spawc51304.2022.9834010","type":"proceedings-article","created":{"date-parts":[[2022,7,28]],"date-time":"2022-07-28T19:46:19Z","timestamp":1659037579000},"page":"1-5","source":"Crossref","is-referenced-by-count":8,"title":["Machine Learning Based NLOS Radio Positioning in Beamforming Networks"],"prefix":"10.1109","author":[{"given":"Roman","family":"Klus","sequence":"first","affiliation":[{"name":"Tampere University,Faculty of Information Technology and Communication Sciences,Tampere,Finland"}]},{"given":"Jukka","family":"Talvitie","sequence":"additional","affiliation":[{"name":"Tampere University,Faculty of Information Technology and Communication Sciences,Tampere,Finland"}]},{"given":"Julia","family":"Vinogradova","sequence":"additional","affiliation":[{"name":"Ericsson Research,Helsinki,Finland"}]},{"given":"Johan","family":"Torsner","sequence":"additional","affiliation":[{"name":"Ericsson Research,Helsinki,Finland"}]},{"given":"Mikko","family":"Valkama","sequence":"additional","affiliation":[{"name":"Tampere University,Faculty of Information Technology and Communication Sciences,Tampere,Finland"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/OJVT.2021.3110134"},{"journal-title":"Tech Rep 38 305","article-title":"Stage 2 functional specification of User Equipment (UE) positioning in NG-RAN","year":"2021","key":"ref11"},{"journal-title":"Tech Rep 38 215","article-title":"Physical layer measurements","year":"2021","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2669963"},{"year":"0","key":"ref14","article-title":"Wireless InSite - 3D wireless prediction software"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5194\/ars-13-169-2015"},{"journal-title":"Tech Rep 38 901","article-title":"Study on channel model for frequencies from 0.5 to 100 GHz positioning in NG-RAN","year":"2019","key":"ref16"},{"key":"ref4","first-page":"1","article-title":"Transfer learning for convolutional indoor positioning systems","author":"klus","year":"2022","journal-title":"2021 Int Conf on Indoor Positioning and Indoor Navigation (IPIN)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2855063"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2911558"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICUMT51630.2020.9222458"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1109\/MCOM.2019.1900271","article-title":"The roadmap to 6G: Al empowered wireless networks","volume":"57","author":"letaief","year":"2019","journal-title":"IEEE Communications Magazine"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICL-GNSS49876.2020.9115530"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/s20247230"},{"journal-title":"5G NR The Next Generation Wireless Access Technology","year":"2020","author":"dahlman","key":"ref1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.011.2100091"}],"event":{"name":"2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)","start":{"date-parts":[[2022,7,4]]},"location":"Oulu, Finland","end":{"date-parts":[[2022,7,6]]}},"container-title":["2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9833808\/9833812\/09834010.pdf?arnumber=9834010","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,30]],"date-time":"2025-01-30T19:14:03Z","timestamp":1738264443000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9834010\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,4]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/spawc51304.2022.9834010","relation":{},"subject":[],"published":{"date-parts":[[2022,7,4]]}}}