{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T18:17:52Z","timestamp":1776881872842,"version":"3.51.2"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000781","name":"European Research Council (ERC) Project Actively Enhanced Cognition based Framework for Design of Complex Systems","doi-asserted-by":"publisher","award":["742648"],"award-info":[{"award-number":["742648"]}],"id":[{"id":"10.13039\/501100000781","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001866","name":"Luxembourg National Research Fund (FNR) CORE projects: Leveraging AI to Empower the Next Generation of Satellite Communications","doi-asserted-by":"publisher","award":["C21\/IS\/16193290"],"award-info":[{"award-number":["C21\/IS\/16193290"]}],"id":[{"id":"10.13039\/501100001866","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Resource Optimization for integrated Satellite-5G nETworks with non-orThogonal multiple Access"},{"name":"Resource Optimization for Next Generation of Flexible SATellite Payloads","award":["C19\/IS\/13696663"],"award-info":[{"award-number":["C19\/IS\/13696663"]}]},{"name":"SmartSpace","award":["C21\/IS"],"award-info":[{"award-number":["C21\/IS"]}]},{"name":"FNR Bilateral Project Learning-Assisted Optimization for Resource and Security Management in Slicing-Based 5G Networks","award":["12173206"],"award-info":[{"award-number":["12173206"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2022,11]]},"DOI":"10.1109\/twc.2022.3178171","type":"journal-article","created":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T19:39:25Z","timestamp":1654717165000},"page":"9582-9595","source":"Crossref","is-referenced-by-count":52,"title":["Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4118-039X","authenticated-orcid":false,"given":"Yaxiong","family":"Yuan","sequence":"first","affiliation":[{"name":"Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Kirchberg, Luxembourg"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9144-0559","authenticated-orcid":false,"given":"Lei","family":"Lei","sequence":"additional","affiliation":[{"name":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8374-443X","authenticated-orcid":false,"given":"Thang X.","family":"Vu","sequence":"additional","affiliation":[{"name":"Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Kirchberg, Luxembourg"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3766-820X","authenticated-orcid":false,"given":"Zheng","family":"Chang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5122-0001","authenticated-orcid":false,"given":"Symeon","family":"Chatzinotas","sequence":"additional","affiliation":[{"name":"Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Kirchberg, Luxembourg"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1701-8122","authenticated-orcid":false,"given":"Sumei","family":"Sun","sequence":"additional","affiliation":[{"name":"Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2876857"},{"key":"ref33","author":"papadimitriou","year":"1998","journal-title":"Combinatorial Optimization Algorithms and Complexity"},{"key":"ref32","year":"2019","journal-title":"Study on LTE-based 5G terrestrial broadcast (Release 16)"},{"key":"ref31","year":"2020","journal-title":"Digital Video Broadcasting (DVB) Implementation guidelines for the second generation system for Broadcasting Interactive Services News Gathering and other broadband satellite applications Part 2 S2 Extensions (DVB-S2X)"},{"key":"ref30","author":"nocedal","year":"2006","journal-title":"Numerical Optimization"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2769644"},{"key":"ref36","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-016-0182-0"},{"key":"ref34","author":"boyd","year":"2011","journal-title":"Distributed optimization and statistical learning via the alternating direction method of multipliers"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.111.2100206"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2020.3045075"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2947591"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/6GSUMMIT49458.2020.9083856"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413503"},{"key":"ref14","first-page":"1820","article-title":"Meta-learning representations for continual learning","author":"javed","year":"2019","journal-title":"Proc Neural Inf Process Syst (NIPS)"},{"key":"ref15","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","author":"finn","year":"2017","journal-title":"Proc 34th Int Conf Mach Learn"},{"key":"ref16","first-page":"5331","article-title":"Efficient off-policy meta-reinforcement learning via probabilistic context variables","author":"rakelly","year":"2019","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref17","article-title":"Learning to learn: Meta-critic networks for sample efficient learning","author":"sung","year":"2017","journal-title":"arXiv 1706 09529"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2919225"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053252"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/25.350282"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2875980"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2999752"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3000803"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2019.8927942"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2449295"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2968594"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9322449"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9348105"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3028247"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1601118"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900178"},{"key":"ref20","year":"2021","journal-title":"Study on Architecture Aspects for Using Satellite Access in 5G (Release 17)"},{"key":"ref45","first-page":"387","article-title":"Deterministic policy gradient algorithms","author":"silver","year":"2014","journal-title":"Neural Inf Process Syst (NIPS)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3068596"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3021012"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2014-80"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3079936"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299173"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422663"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2789895"},{"key":"ref26","year":"2019","journal-title":"Doppler Compensation Uplink Timing Advance and Random Access in NTN"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3075860"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2988917"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7693\/9944944\/09791128.pdf?arnumber=9791128","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,12]],"date-time":"2022-12-12T19:46:16Z","timestamp":1670874376000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9791128\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11]]},"references-count":45,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/twc.2022.3178171","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11]]}}}