{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T15:01:12Z","timestamp":1777042872548,"version":"3.51.4"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62471434"],"award-info":[{"award-number":["62471434"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"European Union\u2019s Horizon Europe Project CENTRIC","award":["101096379"],"award-info":[{"award-number":["101096379"]}]},{"name":"European Union\u2019s Horizon Europe Project CENTRIC","award":["101096379"],"award-info":[{"award-number":["101096379"]}]},{"name":"Open Fellowship of Engineering and Physical Sciences Research Council","award":["EP\/W024101\/1"],"award-info":[{"award-number":["EP\/W024101\/1"]}]},{"DOI":"10.13039\/501100001809","name":"EPSRC Project","doi-asserted-by":"publisher","award":["EP\/X011852\/1"],"award-info":[{"award-number":["EP\/X011852\/1"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"NSF CISE Community Research Infrastructure (CCRI) RFDataFactory Project","award":["CNS 2120447"],"award-info":[{"award-number":["CNS 2120447"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/twc.2025.3527741","type":"journal-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:46:28Z","timestamp":1737053188000},"page":"3088-3102","source":"Crossref","is-referenced-by-count":4,"title":["Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1132-9058","authenticated-orcid":false,"given":"Qiushuo","family":"Hou","sequence":"first","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3458-2881","authenticated-orcid":false,"given":"Matteo","family":"Zecchin","sequence":"additional","affiliation":[{"name":"Department of Engineering, King’s Communications, Learning and Information Processing (KCLIP) Laboratory, Centre for Intelligent Information Processing Systems (CIIPS), King’s College London, London, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4091-7860","authenticated-orcid":false,"given":"Sangwoo","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9418-1700","authenticated-orcid":false,"given":"Yunlong","family":"Cai","sequence":"additional","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1354-2557","authenticated-orcid":false,"given":"Guanding","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3570-2622","authenticated-orcid":false,"given":"Kaushik","family":"Chowdhury","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9898-3209","authenticated-orcid":false,"given":"Osvaldo","family":"Simeone","sequence":"additional","affiliation":[{"name":"Department of Engineering, King’s Communications, Learning and Information Processing (KCLIP) Laboratory, Centre for Intelligent Information Processing Systems (CIIPS), King’s College London, London, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Predictive handover strategy in 6G and beyond: A deep and transfer learning approach","author":"Panitsas","year":"2024","journal-title":"arXiv:2404.08113"},{"key":"ref2","article-title":"Meta-learning in neural networks: A survey","author":"Hospedales","year":"2020","journal-title":"arXiv:2004.05439"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3035843"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/6GSUMMIT49458.2020.9083856"},{"key":"ref5","article-title":"Automatic model selection for neural networks","author":"Laredo","year":"2019","journal-title":"arXiv:1905.06010"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-13061-z"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-023-09037-4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC61514.2024.10592526"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops57953.2023.10283592"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3098508"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops57953.2023.10283591"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3235997"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF60004.2024.10942772"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3359596"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3556564.3558243"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2024.3463210"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMLCN.2024.3448391"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3310093"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622316"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51304.2022.9833928"},{"key":"ref21","article-title":"Multiverse at the edge: Interacting real world and digital twins for wireless beamforming","author":"Salehi","year":"2023","journal-title":"arXiv:2305.10350"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/icc45041.2023.10279406"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10446262"},{"key":"ref24","article-title":"Understanding O-RAN: Architecture, interfaces, algorithms, security, and research challenges","author":"Polese","year":"2022","journal-title":"arXiv:2202.01032"},{"key":"ref25","volume-title":"O-RAN Architecture Description 5.00 (ORAN.WG1.O-RAN-Architecture-Description-v05.00 Technical Specification)","year":"2021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1126\/science.adi6000"},{"key":"ref27","article-title":"PPI++: Efficient prediction-powered inference","author":"Angelopoulos","year":"2023","journal-title":"arXiv:2311.01453"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1017\/9781009072205"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3292257"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3036965"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3040983"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3195352"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.2988255"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3191696"},{"issue":"4","key":"ref35","first-page":"482","article-title":"An overview of the simultaneous perturbation method for efficient optimization","volume":"19","author":"Spall","year":"1998","journal-title":"Amer. Soc. Civil Eng."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.040214.131770"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2935434"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3195549"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10862-8"},{"key":"ref40","article-title":"Doubly robust self-training","author":"Zhu","year":"2023","journal-title":"arXiv:2306.00265"},{"key":"ref41","first-page":"23158","article-title":"A guide through the zoo of biased SGD","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"36","author":"Demidovich"},{"key":"ref42","article-title":"On the variance of the adaptive learning rate and beyond","author":"Liu","year":"2019","journal-title":"arXiv:1908.03265"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2147784"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC60668.2024.10694591"},{"key":"ref45","article-title":"Conformal validity guarantees exist for any data distribution (and how to find them)","author":"Prinster","year":"2024","journal-title":"arXiv:2405.06627"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3198273"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/EuCAP.2016.7481361"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/7693\/10960779\/10844034-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7693\/10960779\/10844034.pdf?arnumber=10844034","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,11]],"date-time":"2025-04-11T18:06:52Z","timestamp":1744394812000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10844034\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":47,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/twc.2025.3527741","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}