{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T01:35:58Z","timestamp":1772933758248,"version":"3.50.1"},"reference-count":54,"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:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Southern & Eastern Regional Operational Programme to Lero - Science Foundation Ireland Research Center for Software","award":["13\/RC\/2094_2"],"award-info":[{"award-number":["13\/RC\/2094_2"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tnsm.2026.3667462","type":"journal-article","created":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T20:57:55Z","timestamp":1771966675000},"page":"2866-2883","source":"Crossref","is-referenced-by-count":0,"title":["Mitigating Interferences in 5G O-RAN HetNets Through ML-Driven xAPP to Enhance Users\u2019 QoS"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8211-9192","authenticated-orcid":false,"given":"Devanshu","family":"Anand","sequence":"first","affiliation":[{"name":"Performance Engineering Laboratory, School of Electronic Engineering, Dublin City University, Dublin, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9332-4770","authenticated-orcid":false,"given":"Gabriel-Miro","family":"Muntean","sequence":"additional","affiliation":[{"name":"Performance Engineering Laboratory, School of Electronic Engineering, Dublin City University, Dublin, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3207967"},{"issue":"9","key":"ref2","doi-asserted-by":"crossref","first-page":"1416","DOI":"10.3390\/electronics9091416","article-title":"Issues, challenges, and research trends in spectrum management: A comprehensive overview and new vision for designing 6G networks","volume":"9","author":"Qamar","year":"2020","journal-title":"Electronics"},{"key":"ref3","article-title":"Enhancing QOS performance of the 5G network by characterizing mm-wave channel and optimizing interference cancellation scheme\/Faizan Qamar","author":"Qamar","year":"2020"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3073543"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/BMSB53066.2021.9547176"},{"key":"ref6","volume-title":"Average Internet Data Usage (Latest 2022 Data)","year":"2023"},{"key":"ref7","volume-title":"Cisco Annual Report","year":"2022"},{"key":"ref8","volume-title":"Mobile Subscriptions Forecast\u2014Mobility Report\u2013Ericsson","year":"2023"},{"key":"ref9","volume-title":"Ericsson Mobility Report","year":"2023"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3254581"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2525739"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3205415"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.7422408"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2787139"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3264005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3284293"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.25103\/jestr.122.02"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/BMSB55706.2022.9828785"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2892138"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3215681"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.31272\/jeasd.24.3.3"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3145619"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LCN48667.2020.9314834"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2960849"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/s21144843"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/s18082548"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9093139"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2016.10.002"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IICSPI51290.2020.9332461"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/MICC.2017.8311778"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/LATINCOM53176.2021.9647761"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.ea.2021-0740.202302"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7841525"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCC57788.2023.10233484"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ECNCT59757.2023.10280966"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2016.7794723"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2905820"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3312693"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICFEICT59519.2023.00027"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10278599"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10623003"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops67674.2025.11162211"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC59610.2024.10817301"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3187607"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.101.2001120"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.108.2100659"},{"key":"ref47","volume-title":"O-RAN Architecture Description 5.00","year":"2021"},{"key":"ref48","article-title":"Radio link control (rlc) protocol specification","volume-title":"V13","volume":"2","year":"2012"},{"key":"ref49","volume-title":"Medium access control (MAC) protocol specification","volume":"2","year":"2008"},{"key":"ref50","volume-title":"O-RAN non-RT RIC architecture 1.0","year":"2021"},{"key":"ref51","volume-title":"5G QOS Values","author":"Wireless","year":"2023"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ISM.2018.00009"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/I-SMAC52330.2021.9640798"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICOEI.2017.8300877"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4275028\/11319294\/11408918.pdf?arnumber=11408918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T06:51:09Z","timestamp":1772866269000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11408918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/tnsm.2026.3667462","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}