{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:21:29Z","timestamp":1740133289040,"version":"3.37.3"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NSF AI Institute for Future Edge Networks and Distributed Intelligence","award":["CNS-2112471"]},{"name":"Roux Institute and Harold Alfond Foundation"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Networking"],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1109\/tnet.2024.3377114","type":"journal-article","created":{"date-parts":[[2024,3,25]],"date-time":"2024-03-25T19:45:57Z","timestamp":1711395957000},"page":"3092-3110","source":"Crossref","is-referenced-by-count":6,"title":["Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2962-6026","authenticated-orcid":false,"given":"Batool","family":"Salehi","sequence":"first","affiliation":[{"name":"Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8410-4912","authenticated-orcid":false,"given":"Utku","family":"Demir","sequence":"additional","affiliation":[{"name":"Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9955-7137","authenticated-orcid":false,"given":"Debashri","family":"Roy","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The University of Texas at Arlington, Arlington, TX, USA"}]},{"given":"Suyash","family":"Pradhan","sequence":"additional","affiliation":[{"name":"Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"given":"Jennifer","family":"Dy","sequence":"additional","affiliation":[{"name":"Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8355-4751","authenticated-orcid":false,"given":"Stratis","family":"Ioannidis","sequence":"additional","affiliation":[{"name":"Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3570-2622","authenticated-orcid":false,"given":"Kaushik","family":"Chowdhury","sequence":"additional","affiliation":[{"name":"Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000343"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3198273"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.21143"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2023.109729"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.002.2200028"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10279177"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3170733"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796865"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"volume-title":"Wireless InSite, 3D Wireless Prediction Software","year":"2022","key":"ref10"},{"volume-title":"FLASH Dataset","key":"ref11"},{"volume-title":"GitHub Repository of Multiverse is Available At","year":"2024","key":"ref12"},{"key":"ref13","article-title":"Invariant risk minimization","author":"Arjovsky","year":"2019","journal-title":"arXiv:1907.02893"},{"article-title":"An invariant learning characterization of controlled text generation","volume-title":"Proc. NeurIPS Workshop Distribution Shifts: Connecting Methods Appl.","author":"Shi","key":"ref14"},{"key":"ref15","article-title":"The risks of invariant risk minimization","author":"Rosenfeld","year":"2020","journal-title":"arXiv:2010.05761"},{"key":"ref16","first-page":"5815","article-title":"Out-of-distribution generalization via risk extrapolation (REx)","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Krueger"},{"key":"ref17","article-title":"Generalized out-of-distribution detection: A survey","author":"Yang","year":"2021","journal-title":"arXiv:2110.11334"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5529-2_1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096315"},{"key":"ref20","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Finn"},{"key":"ref21","article-title":"On first-order meta-learning algorithms","author":"Nichol","year":"2018","journal-title":"arXiv:1803.02999"},{"key":"ref22","first-page":"1","article-title":"Learning to learn by gradient descent by gradient descent","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"29","author":"Andrychowicz"},{"key":"ref23","first-page":"1","article-title":"Adaptive gradient-based meta-learning methods","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Khodak"},{"key":"ref24","first-page":"2927","article-title":"Gradient-based meta-learning with learned layerwise metric and subspace","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Lee"},{"key":"ref25","article-title":"Meta-learning with latent embedding optimization","author":"Rusu","year":"2018","journal-title":"arXiv:1807.05960"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295163"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2927312"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3098508"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3217923"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2022.3208323"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593108"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.001.2200021"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3310050"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6979964"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MASS50613.2020.00049"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps58843.2023.10465179"},{"volume-title":"OpenStreetMap","year":"2022","key":"ref37"},{"volume-title":"Wireless InSite References","year":"2022","key":"ref38"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LAWP.2018.2801720"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3307186"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3146003"},{"key":"ref42","first-page":"21387","article-title":"Millimeter-wave properties of the atmosphere: Laboratory studies and propagation modeling","author":"Liebe","year":"1987"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s41745-020-00170-9"},{"key":"ref44","first-page":"187","article-title":"Online outlier detection in sensor data using non-parametric models","volume-title":"Proc. 32nd Int. Conf. Very Large Data Bases","author":"Subramaniam"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45681-3_2"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-006-0020-z"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2003.07.019"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN.2019.8935862"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3143361.3143384"},{"volume-title":"Blender","year":"2022","key":"ref50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.014.2300116"},{"volume-title":"WiFi Routers |AD7200","year":"2022","key":"ref52"},{"volume-title":"Legacy Measurements","year":"2022","key":"ref53"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"volume-title":"Ni Radio","key":"ref55"},{"volume-title":"802.11ad","year":"2023","key":"ref56"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2899571"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2019.8815569"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.3005983"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ITA.2018.8503086"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/infcomw.2019.8845121"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.013.2200296"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2928341"}],"container-title":["IEEE\/ACM Transactions on Networking"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/90\/10640200\/10478322-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/90\/10640200\/10478322.pdf?arnumber=10478322","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,29]],"date-time":"2024-08-29T19:46:57Z","timestamp":1724960817000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10478322\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":63,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnet.2024.3377114","relation":{},"ISSN":["1063-6692","1558-2566"],"issn-type":[{"type":"print","value":"1063-6692"},{"type":"electronic","value":"1558-2566"}],"subject":[],"published":{"date-parts":[[2024,8]]}}}