{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T01:59:40Z","timestamp":1776131980544,"version":"3.50.1"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2021,8,1]],"date-time":"2021-08-01T00:00:00Z","timestamp":1627776000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000266","name":"U.K. Engineering and Physical Science Research Council","doi-asserted-by":"publisher","award":["EP\/R006466\/1"],"award-info":[{"award-number":["EP\/R006466\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2021,8]]},"DOI":"10.1109\/twc.2021.3065523","type":"journal-article","created":{"date-parts":[[2021,3,18]],"date-time":"2021-03-18T19:49:36Z","timestamp":1616096976000},"page":"5083-5098","source":"Crossref","is-referenced-by-count":93,"title":["Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3550-7077","authenticated-orcid":false,"given":"Waleed","family":"Ahsan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4732-5040","authenticated-orcid":false,"given":"Wenqiang","family":"Yi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8507-3975","authenticated-orcid":false,"given":"Zhijin","family":"Qin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6389-8941","authenticated-orcid":false,"given":"Yuanwei","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8337-5884","authenticated-orcid":false,"given":"Arumugam","family":"Nallanathan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1613\/jair.639"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/nature24270"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2925567"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7295483"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500356WC"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2018.8647914"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489655"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900280"},{"key":"ref35","article-title":"When machine learning meets big data: A wireless communication perspective","author":"liu","year":"2019","journal-title":"arXiv 1901 08329"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2867180"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2848294"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2835558"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2019.2898643"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops49005.2020.9145187"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2599521"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2650987"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2816597"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1700094"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2897632"},{"key":"ref26","article-title":"Grant-free non-orthogonal multiple access for IoT: A survey","author":"basit shahab","year":"2019","journal-title":"arXiv 1910 06529"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2875046"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2935201"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2879433"},{"key":"ref53","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref52","article-title":"Convergence of Q-learning: A simple proof","author":"melo","year":"0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2856776"},{"key":"ref40","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2015","journal-title":"arXiv 1509 02971"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2604821"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2974402"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2927666"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1701310"},{"key":"ref15","article-title":"Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges","author":"hussain","year":"2019","journal-title":"arXiv 1907 08965"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2521374"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2014.2343971"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2480042"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2844359"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916177"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2621116"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2970061"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1700134"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511807213"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3025978"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2895417"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2725519"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2549378"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2796542"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2908912"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/26.803503"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1800196"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2017.2782726"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2779504"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2911682"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7693\/9511548\/09381701.pdf?arnumber=9381701","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T20:02:47Z","timestamp":1639771367000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9381701\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8]]},"references-count":54,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/twc.2021.3065523","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8]]}}}