{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T17:00:49Z","timestamp":1784134849700,"version":"3.55.0"},"reference-count":28,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001665","name":"French National Research Agency","doi-asserted-by":"crossref","award":["ANR-22-CE15-0007-01 (RedInBlack project)"],"award-info":[{"award-number":["ANR-22-CE15-0007-01 (RedInBlack project)"]}],"id":[{"id":"10.13039\/501100001665","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001665","name":"French National Research Agency","doi-asserted-by":"crossref","award":["ANR-23-CMAS-0023 (CMA RIS3)"],"award-info":[{"award-number":["ANR-23-CMAS-0023 (CMA RIS3)"]}],"id":[{"id":"10.13039\/501100001665","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3614459","type":"journal-article","created":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T17:56:23Z","timestamp":1758822983000},"page":"171348-171355","source":"Crossref","is-referenced-by-count":1,"title":["Why RF Fingerprinting Needs Better Data, Not Bigger Models"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5368-0555","authenticated-orcid":false,"given":"Emma","family":"Bothereau","sequence":"first","affiliation":[{"name":"CNRS, IRISA, University of Rennes, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6909-2228","authenticated-orcid":false,"given":"Robin","family":"Gerzaguet","sequence":"additional","affiliation":[{"name":"CNRS, IRISA, University of Rennes, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4008-749X","authenticated-orcid":false,"given":"Matthieu","family":"Gautier","sequence":"additional","affiliation":[{"name":"CNRS, IRISA, University of Rennes, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-5255-8754","authenticated-orcid":false,"given":"Alice","family":"Chillet","sequence":"additional","affiliation":[{"name":"CNRS, IRISA, University of Rennes, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3792-400X","authenticated-orcid":false,"given":"Olivier","family":"Berder","sequence":"additional","affiliation":[{"name":"CNRS, IRISA, University of Rennes, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC61514.2024.10592579"},{"issue":"13","key":"ref2","doi-asserted-by":"crossref","first-page":"4411","DOI":"10.3390\/s24134411","article-title":"A comprehensive survey on deep learning-based LoRa radio frequency fingerprinting identification","volume":"24","author":"Ahmed","year":"2024","journal-title":"Sensors"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109455"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49660.2025.10889299"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/EEI63073.2024.10696284"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM54140.2023.10436939"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3152404"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3121606"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC65282.2025.11059726"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9348261"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3154790"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2005.1424763"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CNS59707.2023.10288752"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2949308"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CCISP59915.2023.10355837"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3329683"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622365"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC56721.2023.10294020"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CISCE55963.2022.9851177"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCS57501.2023.10150764"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2020.101250"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3064466"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2024-Fall63153.2024.10757525"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS51556.2021.9401486"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2948919"},{"key":"ref26","article-title":"Empirical evaluation of rectified activations in convolutional network","author":"Xu","year":"2015","journal-title":"arXiv:1505.00853"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.03.051"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1155\/2023\/4229924"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11180025.pdf?arnumber=11180025","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T05:26:54Z","timestamp":1759814814000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11180025\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3614459","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}