{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T18:01:32Z","timestamp":1768586492508,"version":"3.49.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"framework of HFRI call \u201cBasic research financing (horizontal support of all sciences)\u201d under the National Recovery and Resilience Plan \u201cGreece 2.0\u201d funded by the European Union-NextGenerationEU","award":["15642"],"award-info":[{"award-number":["15642"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tccn.2025.3647822","type":"journal-article","created":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T18:47:06Z","timestamp":1766602026000},"page":"4942-4956","source":"Crossref","is-referenced-by-count":0,"title":["Deep Learning Optimization of Two-State Pinching Antennas Systems"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-0720-1584","authenticated-orcid":false,"given":"Odysseas G.","family":"Karagiannidis","sequence":"first","affiliation":[{"name":"Aristotle University of Thessaloniki, Thessaloniki, Greece"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-1401-0545","authenticated-orcid":false,"given":"Victoria E.","family":"Galanopoulou","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki, Thessaloniki, Greece"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7795-8311","authenticated-orcid":false,"given":"Panagiotis D.","family":"Diamantoulakis","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki, Thessaloniki, Greece"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5280-384X","authenticated-orcid":false,"given":"Zhiguo","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, The University of Manchester, Manchester, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8528-0512","authenticated-orcid":false,"given":"Octavia A.","family":"Dobre","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Applied Science, Memorial University, St. John’s, NL, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3007211"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3573641"},{"key":"ref3","article-title":"Rate maximization for fluid antenna system assisted semantic communication","author":"Liang","year":"2025","journal-title":"arXiv:2506.22943"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2025.3575653"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900107"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037595"},{"key":"ref7","article-title":"Fluid antenna systems enabling 6G: Principles, applications, and research directions","author":"Wu","year":"2024","journal-title":"arXiv:2412.03839"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3330887"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3307696"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300212"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCWorkshops67136.2025.11148136"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2025.3588579"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3558992"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MeditCom64437.2025.11104374"},{"key":"ref15","volume-title":"Pinching Antenna","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2025.3546373"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/mwc.2025.3607867"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3196110"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2025.3555866"},{"key":"ref20","article-title":"Pinching-antenna systems (PASS): Architecture designs, opportunities, and outlook","author":"Liu","year":"2025","journal-title":"arXiv:2501.18409"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2023.3310535"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2025.3579616"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2025.3566299"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2025.3607867"},{"key":"ref25","article-title":"Resource allocation for pinching-antenna systems: State-of-the-art, key techniques and open issues","author":"Zeng","year":"2025","journal-title":"arXiv:2506.06156"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2025.3547956"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2025.3543889"},{"key":"ref28","article-title":"On the performance of uplink pinching antenna systems (PASS)","author":"Hou","year":"2025","journal-title":"arXiv:2502.12365"},{"key":"ref29","article-title":"MIMO-PASS: Uplink and downlink transmission via MIMO pinching-antenna systems","author":"Bereyhi","year":"2025","journal-title":"arXiv:2503.03117"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops67674.2025.11162401"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3564470"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC62392.2025.11274797"},{"key":"ref33","article-title":"Pinching-antenna systems (PASS)-enabled secure wireless communications","author":"Zhu","year":"2025","journal-title":"arXiv:2504.13670"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2025.3619778"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC62392.2025.11274872"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2025.3584919"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2025.3608068"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2025.3574633"},{"issue":"5","key":"ref39","doi-asserted-by":"crossref","first-page":"1526","DOI":"10.1109\/LWC.2025.3548280","article-title":"Antenna activation for NOMA assisted pinching-antenna systems","volume":"14","author":"Wang","year":"2025","journal-title":"IEEE Wireless Commun. Lett."},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2025.3600899"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2024.3393135"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2025.3542450"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2025.3543948"},{"key":"ref44","article-title":"GPASS: Deep learning for beamforming in pinching-antenna systems (PASS)","author":"Guo","year":"2025","journal-title":"arXiv:2502.01438"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2025.3614552"},{"key":"ref46","volume-title":"Microwave Engineering: Theory and Techniques","author":"Pozar","year":"2021"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106244"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.13.7.492"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11304002\/11314604.pdf?arnumber=11314604","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T05:29:19Z","timestamp":1768541359000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11314604\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/tccn.2025.3647822","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}