{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:31:13Z","timestamp":1778347873878,"version":"3.51.4"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"18","license":[{"start":{"date-parts":[[2024,9,15]],"date-time":"2024-09-15T00:00:00Z","timestamp":1726358400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,9,15]],"date-time":"2024-09-15T00:00:00Z","timestamp":1726358400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,15]],"date-time":"2024-09-15T00:00:00Z","timestamp":1726358400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["2022R1A4A3033401"],"award-info":[{"award-number":["2022R1A4A3033401"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Information Technology Research Center","award":["IITP-2024-2021-0-02046"],"award-info":[{"award-number":["IITP-2024-2021-0-02046"]}]},{"name":"Canada Excellence Research Chair (CERC) Program","award":["CERC- 2022-00109"],"award-info":[{"award-number":["CERC- 2022-00109"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2024,9,15]]},"DOI":"10.1109\/jiot.2024.3420455","type":"journal-article","created":{"date-parts":[[2024,6,28]],"date-time":"2024-06-28T18:43:28Z","timestamp":1719600208000},"page":"29387-29401","source":"Crossref","is-referenced-by-count":28,"title":["Deep Quantum-Transformer Networks for Multimodal Beam Prediction in ISAC Systems"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2701-2725","authenticated-orcid":false,"given":"Shehbaz","family":"Tariq","sequence":"first","affiliation":[{"name":"Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin, Gyeonggi, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian Estadimas","family":"Arfeto","sequence":"additional","affiliation":[{"name":"Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin, Gyeonggi, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9089-1139","authenticated-orcid":false,"given":"Uman","family":"Khalid","sequence":"additional","affiliation":[{"name":"Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin, Gyeonggi, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1762-5915","authenticated-orcid":false,"given":"Sunghwan","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4703-4836","authenticated-orcid":false,"given":"Trung Q.","family":"Duong","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x2019;s, NL, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3364-8084","authenticated-orcid":false,"given":"Hyundong","family":"Shin","sequence":"additional","affiliation":[{"name":"Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin, Gyeonggi, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736750"},{"key":"ref2","article-title":"Beam training and tracking in MmWave communication: A survey","author":"Wang","year":"2022","journal-title":"arXiv:2205.10169"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JMW.2020.3035541"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.006.2200480"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/OJITS.2021.3112533"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2921522"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.2100688"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.002.2200613"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3275613"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2850226"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.52953\/JWRA8095"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149272"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2024.3381447"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3104219"},{"key":"ref15","article-title":"DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications","author":"Alkhateeb","year":"2019","journal-title":"arXiv:1902.06435"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2020-Spring48590.2020.9128579"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.006.2200730"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2930193"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/icc45041.2023.10278998"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3219409"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO58844.2023.10289752"},{"key":"ref22","article-title":"Vehicle cameras guide mmWave beams: Approach and real-world V2V demonstration","author":"Osman","year":"2023","journal-title":"arXiv:2308.10362"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.52953\/jwra8095"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.113.130503"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-0980-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-019-0648-8"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1103\/PRXQuantum.2.010328"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-22539-9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-43957-x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-32550-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3282908"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3137984"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3152247"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1088\/2058-9565\/acf1c7"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6957140"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-021-00348-9"},{"key":"ref38","article-title":"Supervised quantum machine learning models are kernel methods","author":"Schuld","year":"2021","journal-title":"arXiv:2101.11020"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.93.130502"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19815-1_39"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3275156"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1811.04968"},{"key":"ref46","article-title":"Better than classical? The subtle art of benchmarking quantum machine learning models","author":"Bowles","year":"2024","journal-title":"arXiv:2403.07059"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-022-04725-x"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1666-5"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.003.2200382"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2023.3328892"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3280966"},{"key":"ref52","article-title":"Multi-modal beam prediction challenge 2022: Towards generalization","author":"Charan","year":"2022","journal-title":"arXiv:2209.07519"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICoNSIP49665.2022.10007469"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/10660568\/10577431.pdf?arnumber=10577431","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T04:40:55Z","timestamp":1725079255000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10577431\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,15]]},"references-count":53,"journal-issue":{"issue":"18"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2024.3420455","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9,15]]}}}