{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T14:30:12Z","timestamp":1766068212953,"version":"3.48.0"},"reference-count":12,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,1]]},"DOI":"10.1109\/pimrc62392.2025.11275364","type":"proceedings-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T18:33:25Z","timestamp":1765564405000},"page":"1-7","source":"Crossref","is-referenced-by-count":1,"title":["Data Augmentation for RF Machine Learning: Isolating Frequency Offset and SNR Impairments to Bridge the Simulation-to-Real Gap"],"prefix":"10.1109","author":[{"given":"Sage","family":"Trudeau","sequence":"first","affiliation":[{"name":"MIT Lincoln Laboratory,Boston,MA"}]},{"given":"Iman","family":"Abdalla","sequence":"additional","affiliation":[{"name":"MathWorks Inc.,Natick,MA"}]},{"given":"Mike","family":"McLernon","sequence":"additional","affiliation":[{"name":"MathWorks Inc.,Natick,MA"}]},{"given":"Ulbert","family":"Botero","sequence":"additional","affiliation":[{"name":"MIT Lincoln Laboratory,Boston,MA"}]},{"given":"Kaushik","family":"Chowdhury","sequence":"additional","affiliation":[{"name":"Univ. of Texas at Austin,Austin,TX"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178964"},{"key":"ref3","first-page":"4171","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. North American Chapter of the ACL (NAACL-HLT)","author":"Devlin"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2797022"},{"issue":"3","key":"ref5","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1177\/1548512921991245","article-title":"Training data augmentation for deep learning radio frequency systems","volume":"18","author":"IV","year":"2021","journal-title":"J. Def. Model. Simul."},{"article-title":"Rf signal classification with synthetic training data and its real-world performance","year":"2022","author":"Scholl","key":"ref6"},{"volume-title":"Communications Toolbox","year":"1996","key":"ref7"},{"volume-title":"Deep Learning Toolbox","year":"2018","key":"ref8"},{"year":"2022","key":"ref9","article-title":"Adalm pluto overview"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3379379"},{"volume-title":"Digital Communications","year":"2008","author":"Proakis","key":"ref11"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1109\/PIMRC62392.2025.11275364","article-title":"Data augmentation for rf machine learning: Isolating frequency offset and SNR impairments to bridge the simulation-to-real gap","author":"Trudeau","year":"2025"}],"event":{"name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","start":{"date-parts":[[2025,9,1]]},"location":"Istanbul, Turkiye","end":{"date-parts":[[2025,9,4]]}},"container-title":["2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11274530\/11274549\/11275364.pdf?arnumber=11275364","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T12:09:08Z","timestamp":1766059748000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11275364\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,1]]},"references-count":12,"URL":"https:\/\/doi.org\/10.1109\/pimrc62392.2025.11275364","relation":{},"subject":[],"published":{"date-parts":[[2025,9,1]]}}}