{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T08:17:50Z","timestamp":1759133870658,"version":"3.37.3"},"reference-count":21,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"name":"European Commission Horizon 2020 5G-PPP Programme","award":["H2020-ICT-2014-2\/671672-SELFNET"],"award-info":[{"award-number":["H2020-ICT-2014-2\/671672-SELFNET"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2016,1,1]]},"abstract":"<jats:p> Sharp increase of video traffic is expected to account for the majority of traffic in future 5G networks. This paper introduces the SELFNET 5G project and describes the video streaming use case that will be used to demonstrate the self-optimising capabilities of SELFNET's autonomic network management framework. SELFNET's framework will provide an advanced self-organizing network (SON) underpinned by seamless integration of Software Defined Networking (SDN), Network Function Virtualization (NFV), and network intelligence. The self-optimisation video streaming use case is going beyond traditional quality of service approaches to network management. A set of monitoring and analysis components will facilitate a user-oriented, quality of experience (QoE) and energy-aware approach. Firstly, novel SON-Sensors will monitor both traditional network state metrics and new video and energy related metrics. The combination of these low level metrics provides highly innovative health of network (HoN) composite metrics. HoN composite metrics are processed via autonomous decisions not only maintaining but also proactively optimising users' video QoE while minimising the end-to-end energy consumption of the 5G network. This contribution provided a detailed technical overview of this ambitious use case. <\/jats:p>","DOI":"10.1155\/2016\/7829305","type":"journal-article","created":{"date-parts":[[2016,1,24]],"date-time":"2016-01-24T21:02:02Z","timestamp":1453669322000},"page":"7829305","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":7,"title":["QoE-Driven, Energy-Aware Video Adaptation in 5G Networks: The SELFNET Self-Optimisation Use Case"],"prefix":"10.1177","volume":"12","author":[{"given":"James","family":"Nightingale","sequence":"first","affiliation":[{"name":"Artificial Intelligence, Visual Communications and Networks Research Centre, School of Engineering & Computing, University of the West of Scotland, Paisley PA1 2BE, UK"}]},{"given":"Qi","family":"Wang","sequence":"additional","affiliation":[{"name":"Artificial Intelligence, Visual Communications and Networks Research Centre, School of Engineering & Computing, University of the West of Scotland, Paisley PA1 2BE, UK"}]},{"given":"Jose M.","family":"Alcaraz Calero","sequence":"additional","affiliation":[{"name":"Artificial Intelligence, Visual Communications and Networks Research Centre, School of Engineering & Computing, University of the West of Scotland, Paisley PA1 2BE, UK"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6363-7859","authenticated-orcid":false,"given":"Enrique","family":"Chirivella-Perez","sequence":"additional","affiliation":[{"name":"Artificial Intelligence, Visual Communications and Networks Research Centre, School of Engineering & Computing, University of the West of Scotland, Paisley PA1 2BE, UK"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7536-3111","authenticated-orcid":false,"given":"Marian","family":"Ulbricht","sequence":"additional","affiliation":[{"name":"InnoRoute GmbH, Marsstra\u00dfe 14a, 80335 Munich, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6001-4170","authenticated-orcid":false,"given":"Jes\u00fas A.","family":"Alonso-L\u00f3pez","sequence":"additional","affiliation":[{"name":"Alvarion, 48091 Tel Aviv, Israel"}]},{"given":"Ricardo","family":"Preto","sequence":"additional","affiliation":[{"name":"Ubiwhere, 3800-012 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5396-0203","authenticated-orcid":false,"given":"Tiago","family":"Batista","sequence":"additional","affiliation":[{"name":"Ubiwhere, 3800-012 Aveiro, Portugal"}]},{"given":"Tiago","family":"Teixeira","sequence":"additional","affiliation":[{"name":"Ubiwhere, 3800-012 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3345-2161","authenticated-orcid":false,"given":"Maria Joao","family":"Barros","sequence":"additional","affiliation":[{"name":"Eurescom Gmbh, 69123 Heidelberg, Germany"}]},{"given":"Christiane","family":"Reinsch","sequence":"additional","affiliation":[{"name":"Eurescom Gmbh, 69123 Heidelberg, Germany"}]}],"member":"179","published-online":{"date-parts":[[2016,1,24]]},"reference":[{"key":"B2-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/mce.2011.2179821"},{"key":"B4-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/jsac.2014.2328098"},{"key":"B6-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.2011.5936172"},{"key":"B7-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/tcsvt.2012.2221191"},{"key":"B9-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/radioelek.2015.7128999"},{"key":"B10-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2003.815165"},{"key":"B11-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2009.5278043"},{"key":"B12-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/COMSNETS.2014.6734931"},{"key":"B17-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1002\/9781118736135.ch3"},{"first-page":"1","volume-title":"Proceedings of the 9th ITG Symposium in Broadband Coverage in Germany","author":"Liss C.","key":"B13-2016-7829305"},{"key":"B14-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/tcsvt.2007.906870"},{"key":"B15-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.2014.6979968"},{"key":"B16-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2007.905532"},{"key":"B18-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1117\/12.2036721"},{"key":"B19-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1145\/2754167"},{"volume-title":"Photonics Europe 2014: Real-Time Image and Video Processing (Conference EPE115)","series-title":"Proceedings of SPIE","author":"Nightingale J.","key":"B20-2016-7829305"},{"key":"B21-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2015.2444098"},{"key":"B24-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1155\/2008\/179290"},{"key":"B25-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2013.6626250"},{"key":"B26-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1109\/icassp.2015.7178273"},{"key":"B22-2016-7829305","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-010-0504-1"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2016\/7829305","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1155\/2016\/7829305","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2016\/7829305","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,5]],"date-time":"2021-05-05T16:47:13Z","timestamp":1620233233000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1155\/2016\/7829305"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1,1]]},"references-count":21,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,1,1]]}},"alternative-id":["10.1155\/2016\/7829305"],"URL":"https:\/\/doi.org\/10.1155\/2016\/7829305","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"type":"print","value":"1550-1477"},{"type":"electronic","value":"1550-1477"}],"subject":[],"published":{"date-parts":[[2016,1,1]]}}}