{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,22]],"date-time":"2025-10-22T03:05:21Z","timestamp":1761102321358,"version":"3.44.0"},"reference-count":134,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"publisher","award":["EP\/P022715\/1"],"award-info":[{"award-number":["EP\/P022715\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"name":"European Union\u2019s Horizon 2020 research and innovation program","award":["643072"],"award-info":[{"award-number":["643072"]}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computer Communications"],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1016\/j.comcom.2018.08.009","type":"journal-article","created":{"date-parts":[[2018,9,6]],"date-time":"2018-09-06T13:16:34Z","timestamp":1536239794000},"page":"78-100","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":27,"special_numbering":"C","title":["Content-aware downlink scheduling for LTE wireless systems: A survey and performance comparison of key approaches"],"prefix":"10.1016","volume":"130","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6511-1460","authenticated-orcid":false,"given":"Moustafa M.","family":"Nasralla","sequence":"first","affiliation":[]},{"given":"Nabeel","family":"Khan","sequence":"additional","affiliation":[]},{"given":"Maria G.","family":"Martini","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.comcom.2018.08.009_b1","unstructured":"Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update 2016\u20132021, White Paper, Cisco, February 2017."},{"key":"10.1016\/j.comcom.2018.08.009_b2","unstructured":"ITU-T Recommendation, E.800, Definitions of terms related to quality of service, International Telecommunication Union, Tech. Rep., 2008."},{"key":"10.1016\/j.comcom.2018.08.009_b3","unstructured":"ETSI TR 102 643 V1.0.1, Human Factors (HF); Quality of Experience (QoE) requirements for real-time communication services, European Telecommunications Standards Institute, Tech. Rep., 2009."},{"key":"10.1016\/j.comcom.2018.08.009_b4","unstructured":"ITU-R BT, Recommendation, 500\u201311, Methodology for the subjective assessment of the quality of television pictures, International Telecommunication Union, Tech. Rep., 2002."},{"year":"2004","series-title":"Fundamentals of Multimedia","author":"Li","key":"10.1016\/j.comcom.2018.08.009_b5"},{"issue":"4","key":"10.1016\/j.comcom.2018.08.009_b6","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","article-title":"Image quality assessment: from error visibility to structural similarity","volume":"13","author":"Wang","year":"2004","journal-title":"IEEE Trans. Image Process."},{"issue":"6","key":"10.1016\/j.comcom.2018.08.009_b7","doi-asserted-by":"crossref","first-page":"1427","DOI":"10.1109\/TIP.2010.2042111","article-title":"Study of subjective and objective quality assessment of video","volume":"19","author":"Seshadrinathan","year":"2010","journal-title":"IEEE Trans. Image Process."},{"issue":"5","key":"10.1016\/j.comcom.2018.08.009_b8","doi-asserted-by":"crossref","first-page":"1552","DOI":"10.1109\/JBHI.2014.2326891","article-title":"A study on quality assessment for medical ultrasound video compressed via HEVC","volume":"18","author":"Razaak","year":"2014","journal-title":"IEEE J. Biomed. Health Inform."},{"key":"10.1016\/j.comcom.2018.08.009_b9","doi-asserted-by":"crossref","unstructured":"N. Barman, M.G. Martini, H.264\/MPEG-AVC, H.265\/MPEG-HEVC and VP9 codec comparison for live gaming video streaming, in: Ninth International Conference on Quality of Multimedia Experience, QoMEX, Erfurt, Germany, June 2017.","DOI":"10.1109\/QoMEX.2017.7965686"},{"key":"10.1016\/j.comcom.2018.08.009_b10","doi-asserted-by":"crossref","unstructured":"N. Barman, S. Zadtootaghaj, M.G. Martini, S. Moller, S. Lee, A comparative quality assessment study for gaming and non-gaming videos, in: Tenth International Conference on Quality of Multimedia Experience, QoMEX, Serdinia, Italy, June 2018.","DOI":"10.1109\/QoMEX.2018.8463403"},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b11","doi-asserted-by":"crossref","first-page":"1126","DOI":"10.1109\/COMST.2014.2363139","article-title":"From QoS to QoE: A tutorial on video quality assessment","volume":"17","author":"Chen","year":"2015","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"10.1016\/j.comcom.2018.08.009_b12","doi-asserted-by":"crossref","unstructured":"M.M. Nasralla, C. Hewage, M.G. Martini, Subjective and objective evaluation and packet loss modeling for 3D video transmission over LTE networks, in: International Conference on Telecommunications and Multimedia, TEMU, Heraklion, Greece, July 2014, pp. 254\u2013259.","DOI":"10.1109\/TEMU.2014.6917770"},{"key":"10.1016\/j.comcom.2018.08.009_b13","doi-asserted-by":"crossref","unstructured":"M.G. Martini, C. Hewage, M. Nasralla, R. Smith, I. Jourdan, T. Rockall, 3-D robotic tele-surgery and training over next generation wireless networks, in: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Osaka, Japan, July 2013, pp. 6244\u20136247.","DOI":"10.1109\/EMBC.2013.6610980"},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b14","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1109\/MWC.2015.7054721","article-title":"Quality-of-experience assessment and its application to video services in LTE networks","volume":"22","author":"Zheng","year":"2015","journal-title":"IEEE Wirel. Commun."},{"issue":"7","key":"10.1016\/j.comcom.2018.08.009_b15","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1109\/JSAC.2012.120801","article-title":"Guest editorial QoE-aware wireless multimedia systems","volume":"30","author":"Martini","year":"2012","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"10.1016\/j.comcom.2018.08.009_b16","article-title":"QoE in video transmission: A user experience-driven strategy","author":"Zhao","year":"2016","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b17","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1002\/wcm.469","article-title":"Review of content-aware resource allocation schemes for video streaming over wireless networks","volume":"7","author":"Pahalawatta","year":"2007","journal-title":"Wirel. Commun. Mob. Comput."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b18","first-page":"1","article-title":"Downlink packet scheduling in LTE cellular networks: Key design issues and a survey","volume":"15","author":"Capozzi","year":"2012","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"2s","key":"10.1016\/j.comcom.2018.08.009_b19","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1145\/3176648","article-title":"A survey of emerging concepts and challenges for QoE management of multimedia services","volume":"14","author":"Skorin-Kapov","year":"2018","journal-title":"ACM Trans. Multimed. Comput. Commun. Appl."},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b20","doi-asserted-by":"crossref","first-page":"1656","DOI":"10.1109\/COMST.2016.2550765","article-title":"A survey of resource management toward 5G radio access networks","volume":"18","author":"Olwal","year":"2016","journal-title":"IEEE Commun. Surv. Tutor."},{"year":"2009","series-title":"LTE - the UMTS Long Term Evolution","author":"Sesia","key":"10.1016\/j.comcom.2018.08.009_b21"},{"issue":"4","key":"10.1016\/j.comcom.2018.08.009_b22","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1109\/MMM.2008.924968","article-title":"True broadband multimedia experience","volume":"9","author":"Tong","year":"2008","journal-title":"IEEE Microw. Mag."},{"issue":"10","key":"10.1016\/j.comcom.2018.08.009_b23","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1109\/MCOM.2003.1235598","article-title":"Cross-layer design for wireless networks","volume":"41","author":"Shakkottai","year":"2003","journal-title":"IEEE Commun. Mag."},{"key":"10.1016\/j.comcom.2018.08.009_b24","doi-asserted-by":"crossref","unstructured":"M.M. Nasralla, O. Ognenoski, M.G. Martini, Bandwidth scalability and efficient 2D and 3D video transmission over LTE networks, in: IEEE International Conference on Communications Workshops, ICC, Budapest, Hungary, June 2013, pp. 617\u2013621.","DOI":"10.1109\/ICCW.2013.6649307"},{"key":"10.1016\/j.comcom.2018.08.009_b25","unstructured":"3GPP Technical Specification 36.213, Physical Layer Procedures (Release 8), www.3gpp.org."},{"key":"10.1016\/j.comcom.2018.08.009_b26","unstructured":"G. Piro, L.A. Grieco, G. Boggia, F. Capozzi, P. Camarda, Simulating LTE cellular systems: an open source framework, in: IEEE Trans. Veh. Technol., Los Angeles, USA, October 2010, pp. 1\u201316."},{"key":"10.1016\/j.comcom.2018.08.009_b27","doi-asserted-by":"crossref","unstructured":"H. Ramli, R. Basukala, K. Sandrasegaran, R. Patachaianand, Performance of well known packet scheduling algorithms in the downlink 3GPP LTE system, in: Proceeding of IEEE Malaysia International Conference on Communications, MICC, Kuala Lumpur, Malaysia, December 2009, pp. 815\u2013820.","DOI":"10.1109\/MICC.2009.5431383"},{"issue":"12","key":"10.1016\/j.comcom.2018.08.009_b28","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1109\/MCOM.2005.1561929","article-title":"Cross-layer design for resource allocation in 3G wireless networks and beyond","volume":"43","author":"Jiang","year":"2005","journal-title":"IEEE Commun. Mag."},{"issue":"5","key":"10.1016\/j.comcom.2018.08.009_b29","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1109\/MSP.2004.1328089","article-title":"Cross-layer wireless resource allocation","volume":"21","author":"Berry","year":"2004","journal-title":"IEEE Signal Process. Mag."},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b30","first-page":"1401","article-title":"Resource allocation and cross-layer control in wireless networks","volume":"1","author":"Georgiadis","year":"2006","journal-title":"Found. Trends Netw."},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b31","doi-asserted-by":"crossref","first-page":"1401","DOI":"10.1109\/TSP.2009.2034938","article-title":"Decomposition principles and online learning in cross-layer optimization for delay-sensitive applications","volume":"58","author":"Fu","year":"2010","journal-title":"IEEE Trans. Signal Process."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b32","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1109\/26.983317","article-title":"Joint source-channel (de-)coding for mobile communications","volume":"50","author":"Fingscheidt","year":"2002","journal-title":"IEEE Trans. Commun."},{"key":"10.1016\/j.comcom.2018.08.009_b33","unstructured":"T. Breddermann, H. Luders, P. Vary, I. Aktas, F. Schmidt, Iterative source-channel decoding with cross-layer support for wireless VoIP, in: IEEE International ITG Conference on Source and Channel Coding, Siegen, Germany, January 2010, pp. 1\u20136."},{"key":"10.1016\/j.comcom.2018.08.009_b34","unstructured":"G. Liebl, T. Stockhammer, C. Buchner, A. Klein, Radio link buffer management and scheduling for video streaming over wireless shared channels, in: Proc. of the Packet Video Workshop, Irvine, CA, USA, December 2004."},{"issue":"1\u20133","key":"10.1016\/j.comcom.2018.08.009_b35","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s11235-005-4328-x","article-title":"Radio link buffer management and scheduling for wireless video streaming","volume":"30","author":"Liebl","year":"2005","journal-title":"Telecommun. Syst."},{"key":"10.1016\/j.comcom.2018.08.009_b36","unstructured":"P.V. Pahalawatta, R. Berry, T.N. Pappas, A.K. Katsaggelos, A content-aware scheduling scheme for video streaming to multiple users over wireless networks, in: Proc. of IEEE European Signal Processing Conference, Florence, September 2006, pp. 1\u20135."},{"issue":"4","key":"10.1016\/j.comcom.2018.08.009_b37","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1109\/JSAC.2007.070511","article-title":"Content-aware resource allocation and packet scheduling for video transmission over wireless networks","volume":"25","author":"Pahalawatta","year":"2007","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"10.1016\/j.comcom.2018.08.009_b38","doi-asserted-by":"crossref","unstructured":"F. Li, G. Liu, J. Xu, L. He, Packet scheduling and resource allocation for video transmission over downlink OFDMA networks, in: Fourth International Conference on IEEE Communications and Networking in China, ChinaCOM, Xian, China, August 2009, pp. 1\u20135.","DOI":"10.1109\/CHINACOM.2009.5339770"},{"issue":"13","key":"10.1016\/j.comcom.2018.08.009_b39","doi-asserted-by":"crossref","first-page":"1383","DOI":"10.1049\/iet-com.2012.0602","article-title":"Fine granularity resource allocation algorithm for video transmission in orthogonal frequency division multiple access system","volume":"7","author":"Zhang","year":"2013","journal-title":"IEEE IET Inst. Eng. Technol. Commun."},{"issue":"6","key":"10.1016\/j.comcom.2018.08.009_b40","doi-asserted-by":"crossref","first-page":"2753","DOI":"10.1109\/TVT.2012.2195511","article-title":"Joint packet scheduling and subcarrier assignment for video communications over downlink OFDMA systems","volume":"61","author":"Li","year":"2012","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b41","doi-asserted-by":"crossref","first-page":"1081","DOI":"10.1002\/cpe.2880","article-title":"Multiuser multimedia communication over orthogonal frequency-division multiple access downlink systems","volume":"25","author":"Li","year":"2013","journal-title":"Concurr. Comput.: Pract. Exper."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b42","doi-asserted-by":"crossref","first-page":"1057","DOI":"10.1109\/TCE.2010.5506039","article-title":"A low complexity algorithm of packet scheduling and resource allocation for wireless VoD systems","volume":"56","author":"Li","year":"2010","journal-title":"IEEE Trans. Consum. Electron."},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b43","doi-asserted-by":"crossref","first-page":"1128","DOI":"10.1109\/TCE.2011.6018865","article-title":"A cross-layer algorithm of packet scheduling and resource allocation for multi-user wireless video transmission","volume":"57","author":"Li","year":"2011","journal-title":"IEEE Trans. Consum. Electron."},{"key":"10.1016\/j.comcom.2018.08.009_b44","doi-asserted-by":"crossref","unstructured":"F. Li, G. Liu, L. He, Application-driven cross-layer approaches to video transmission over downlink OFDMA networks, in: IEEE GLOBECOM Workshops, Honolulu, November 2009, pp. 1\u20136.","DOI":"10.1109\/GLOCOMW.2009.5360738"},{"key":"10.1016\/j.comcom.2018.08.009_b45","doi-asserted-by":"crossref","unstructured":"P.E. Omiyi, M.G. Martini, Cross-layer content\/channel aware multi-user scheduling for downlink wireless video streaming, in: 5th IEEE International Symposium on Wireless Pervasive Computing, ISWPC, Modena, Italy, May 2010, pp. 412\u2013417.","DOI":"10.1109\/ISWPC.2010.5483725"},{"key":"10.1016\/j.comcom.2018.08.009_b46","doi-asserted-by":"crossref","unstructured":"S. Karachontzitis, T. Dagiuklas, L. Dounis, Novel cross-layer scheme for video transmission over LTE-based wireless systems, in: IEEE International Conference on Multimedia and Expo, ICME, Barcelona, Spain, July 2011, pp. 1\u20136.","DOI":"10.1109\/ICME.2011.6012174"},{"key":"10.1016\/j.comcom.2018.08.009_b47","doi-asserted-by":"crossref","unstructured":"Z. Lu, X. Wen, W. Zheng, Y. Ju, D. Ling, Gradient projection based QoS driven cross-layer scheduling for video applications, in: IEEE International Conference on Multimedia and Expo, ICME, Barcelona, Spain, July 2011, pp. 1\u20136.","DOI":"10.1109\/ICME.2011.6012022"},{"key":"10.1016\/j.comcom.2018.08.009_b48","doi-asserted-by":"crossref","unstructured":"E. Maani, P.V. Pahalawatta, R. Berry, A.K. Katsaggelos, Content-aware packet scheduling for multiuser scalable video delivery over wireless networks, in: SPIE Optical Engineering and Applications, San Diego, CA, August 2009.","DOI":"10.1117\/12.829402"},{"key":"10.1016\/j.comcom.2018.08.009_b49","doi-asserted-by":"crossref","unstructured":"X. Ji, J. Huang, M. Chiang, F. Catthoor, Downlink OFDM scheduling and resource allocation for delay constraint SVC streaming, in: IEEE International Conference on Communications, ICC, Beijing, China, May 2008, pp. 2512\u20132518.","DOI":"10.1109\/ICC.2008.476"},{"issue":"10","key":"10.1016\/j.comcom.2018.08.009_b50","doi-asserted-by":"crossref","first-page":"1549","DOI":"10.1109\/TCSVT.2009.2026812","article-title":"Scheduling and resource allocation for SVC streaming over OFDM downlink systems","volume":"19","author":"Ji","year":"2009","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.comcom.2018.08.009_b51","doi-asserted-by":"crossref","unstructured":"N. Khan, M.G. Martini, Z. Bharucha, Quality-aware fair downlink scheduling for scalable video transmission over LTE systems, in: IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC, Cesme, Turkey, June 2012, pp. 334\u2013338.","DOI":"10.1109\/SPAWC.2012.6292922"},{"key":"10.1016\/j.comcom.2018.08.009_b52","doi-asserted-by":"crossref","unstructured":"H.D. Appuhami, M.G. Martini, C.T. Hewage, Channel and content aware 3D video scheduling with prioritized queuing, in: Wireless Advanced, WiAd, London, UK, June 2012, pp. 159\u2013163.","DOI":"10.1109\/WiAd.2012.6296554"},{"key":"10.1016\/j.comcom.2018.08.009_b53","doi-asserted-by":"crossref","unstructured":"H.H. Juan, H.C. Huang, C. Huang, T. Chiang, Scalable video streaming over mobile WiMAX, in: IEEE International Symposium on Circuits and Systems, New Orleans, May 2007, pp. 3463\u20133466.","DOI":"10.1109\/ISCAS.2007.378372"},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b54","doi-asserted-by":"crossref","first-page":"1174","DOI":"10.1109\/TCSVT.2007.905521","article-title":"File format for scalable video coding","volume":"17","author":"Amon","year":"2007","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b55","doi-asserted-by":"crossref","first-page":"1164","DOI":"10.1109\/TCSVT.2007.905523","article-title":"Transport and signaling of SVC in IP networks","volume":"17","author":"Wenger","year":"2007","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.comcom.2018.08.009_b56","doi-asserted-by":"crossref","unstructured":"B. Fu, D. Staehle, G. Kunzmann, E. Steinbach, W. Kellerer, QoE-aware priority marking and traffic management for H.264\/SVC-based mobile video delivery, in: 8th ACM workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks, New York, USA, November 2013, pp. 173\u2013180.","DOI":"10.1145\/2512840.2512865"},{"year":"2015","series-title":"Video Quality and QoS-Driven Downlink Scheduling for 2D and 3D Video over LTE Networks","author":"Nasralla","key":"10.1016\/j.comcom.2018.08.009_b57"},{"key":"10.1016\/j.comcom.2018.08.009_b58","doi-asserted-by":"crossref","unstructured":"N. Khan, M.G. Martini, QoE-based video delivery over LTE hierarchical architecture, in: 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC, Valencia, Spain, September 2016, pp. 1\u20136.","DOI":"10.1109\/PIMRC.2016.7794804"},{"year":"2014","series-title":"Quality-Driven Multi-User Resource Allocation and Scheduling Over LTE for Delay Sensitive Multimedia Applications","author":"Khan","key":"10.1016\/j.comcom.2018.08.009_b59"},{"key":"10.1016\/j.comcom.2018.08.009_b60","doi-asserted-by":"crossref","unstructured":"R. Perera, A. Fernando, T. Mallikarachchi, H.K. Arachchi, M. Pourazad, QoE aware resource allocation for video communications over LTE based mobile networks, in: 10th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, Rhodes, Greece, August 2014, pp. 63\u201369.","DOI":"10.1109\/QSHINE.2014.6928661"},{"key":"10.1016\/j.comcom.2018.08.009_b61","doi-asserted-by":"crossref","unstructured":"L. He, G. Liu, C. Yuchen, Buffer status and content aware scheduling scheme for cloud gaming based on video streaming, in: IEEE International Conference on Multimedia and Expo Workshops, ICMEW, Chengdu, China, July 2014, pp. 1\u20136.","DOI":"10.1109\/ICMEW.2014.6890629"},{"key":"10.1016\/j.comcom.2018.08.009_b62","first-page":"1","article-title":"Packet importance based scheduling strategy for H.264 video transmission in wireless networks","author":"Li","year":"2014","journal-title":"Multimedia Tools Appl."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b63","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1007\/s11042-013-1413-0","article-title":"QoE-based cross-layer design for video applications over LTE","volume":"72","author":"Ju","year":"2014","journal-title":"Multimedia Tools Appl."},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b64","doi-asserted-by":"crossref","first-page":"3196","DOI":"10.1109\/TCOMM.2014.2347288","article-title":"Novel cross-layer QoE-aware radio resource allocation algorithms in multiuser OFDMA systems","volume":"62","author":"Rugelj","year":"2014","journal-title":"IEEE Trans. Commun."},{"key":"10.1016\/j.comcom.2018.08.009_b65","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/j.jvcir.2014.10.011","article-title":"QoE-aware video streaming for SVC over multiuser MIMO-OFDM systems","volume":"26","author":"Li","year":"2015","journal-title":"J. Vis. Commun. Image Represent."},{"key":"10.1016\/j.comcom.2018.08.009_b66","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1016\/j.procs.2016.08.036","article-title":"QoE-aware optimization of video stream downlink scheduling over LTE networks using RNNs and genetic algorithm","volume":"94","author":"Ghalut","year":"2016","journal-title":"Procedia Comput. Sci."},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b67","article-title":"A QoE-aware scheduler for OFDMA networks","volume":"31","author":"Monteiro","year":"2016","journal-title":"J. Commun. Inf. Syst."},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b68","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/JSTSP.2014.2332304","article-title":"Delay-constrained video transmission: Quality-driven resource allocation and scheduling","volume":"9","author":"Khalek","year":"2015","journal-title":"IEEE J. Sel. Top. Sign. Proces."},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b69","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1109\/LCOMM.2016.2518684","article-title":"Power-efficient QoE-aware video adaptation and resource allocation for delay-constrained streaming over downlink OFDMA","volume":"20","author":"Ghoreishi","year":"2016","journal-title":"IEEE Commun. Lett."},{"key":"10.1016\/j.comcom.2018.08.009_b70","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1016\/j.comnet.2018.05.014","article-title":"Content-aware packet scheduling strategy for medical ultrasound videos over LTE wireless networks","volume":"140","author":"Nasralla","year":"2018","journal-title":"Comput. Netw."},{"key":"10.1016\/j.comcom.2018.08.009_b71","unstructured":"W. Kellerer, L.U. Choi, E. Steinbach, Cross-layer adaptation for optimized B3G service provisioning, in: International Symposium on Wireless Personal Multimedia Communications, WPMC, Yokosuka, Japan, October 2003."},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b72","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1109\/MCOM.2006.1580942","article-title":"Application-driven cross-layer optimization for video streaming over wireless networks","volume":"44","author":"Khan","year":"2006","journal-title":"IEEE Commun. Mag."},{"key":"10.1016\/j.comcom.2018.08.009_b73","unstructured":"Y. Peng, S. Khan, E. Steinbach, M. Sgroi, W. Kellerer, Adaptive resource allocation and frame scheduling for wireless multi-user video streaming, in: IEEE International Conference on Image Processing, ICIP, September 2005."},{"issue":"10","key":"10.1016\/j.comcom.2018.08.009_b74","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1109\/MCOM.2003.1235598","article-title":"Cross-layer design for wireless networks","volume":"41","author":"Shakkottai","year":"2003","journal-title":"IEEE Commun. Mag."},{"key":"10.1016\/j.comcom.2018.08.009_b75","first-page":"11","article-title":"MOS-based multiuser multiapplication cross-layer optimization for mobile multimedia communication","author":"Khan","year":"2007","journal-title":"Adv. Multimed."},{"key":"10.1016\/j.comcom.2018.08.009_b76","series-title":"IEEE Annual Asilomar Conference on Signals, Systems and Computers","article-title":"Wireless resource allocation with perceived quality fairness","author":"Saul","year":"2008"},{"key":"10.1016\/j.comcom.2018.08.009_b77","unstructured":"B.J. Kim, A network service providing wireless channel information for adaptive mobile applications. I. Proposal, in: IEEE International Conference on Communications, ICC, Helsinki, Finland, June 2001, pp. 1345\u20131351."},{"key":"10.1016\/j.comcom.2018.08.009_b78","unstructured":"L.A. Larzon, U. Bodin, O. Schelen, Hints and notifications [for wireless links], in: IEEE Wireless Communications and Networking Conference, WCNC, Orlando, Florida, USA, March 2002."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b79","first-page":"23","volume":"1","author":"Takacs","year":"2006","journal-title":"J. Comput. The Layer-Indep. Descr. Concept"},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b80","first-page":"1","article-title":"Content adaptive network aware joint optimization of wireless video transmission","volume":"45","author":"Martini","year":"2007","journal-title":"IEEE Commun. Mag."},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b81","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1016\/j.image.2006.12.011","article-title":"Cross-layer architecture for scalable video transmission in wireless network","volume":"22","author":"Huusko","year":"2007","journal-title":"Signal Process., Image Commun."},{"key":"10.1016\/j.comcom.2018.08.009_b82","doi-asserted-by":"crossref","unstructured":"M.G. Martini, V. Tralli, Video quality based adaptive wireless video streaming to multiple users, in: Proc. IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, Las Vegas, NV, April 2 2008, pp. 1\u20134.","DOI":"10.1109\/ISBMSB.2008.4536665"},{"key":"10.1016\/j.comcom.2018.08.009_b83","doi-asserted-by":"crossref","unstructured":"S. Thakolsri, S. Cokbulan, D. Jurca, Z. Despotovic, W. Kellerer, QoE-driven cross-layer optimization in wireless networks addressing system efficiency and utility fairness, in: IEEE Workshop on Multimedia Communications and Services, GLOBECOM Workshops, Houston, USA, December 2011.","DOI":"10.1109\/GLOCOMW.2011.6162395"},{"key":"10.1016\/j.comcom.2018.08.009_b84","unstructured":"S. Thakolsri, W. Kellerer, S. Khan, E. Steinbach, Application-driven cross layer optimization in wireless networks, in: Seminar on Service Quality Evaluation in Wireless Netowrks Supported by COST 290, Stuttgart, Germany, June 2007."},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b85","doi-asserted-by":"crossref","first-page":"669","DOI":"10.4304\/jcm.4.9.669-680","article-title":"QoE-driven cross-layer optimization for high speed downlink packet access","volume":"4","author":"Thakolsri","year":"2009","journal-title":"J. Commun."},{"key":"10.1016\/j.comcom.2018.08.009_b86","doi-asserted-by":"crossref","unstructured":"S. Thakolsri, W. Kellerer, E. Steinbach, Application-driven cross layer optimization for wireless networks using MOS-based utility functions, in: International Conference on Communications and Networking in China, ChinaCOM, XiAn, China, August 2009.","DOI":"10.1109\/CHINACOM.2009.5339767"},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b87","doi-asserted-by":"crossref","first-page":"848","DOI":"10.1109\/TMM.2014.2300442","article-title":"Distortion-fair cross-layer resource allocation for scalable video transmission in OFDMA wireless networks","volume":"16","author":"Cical\u00f2","year":"2014","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.comcom.2018.08.009_b88","series-title":"Distributed Computing and Networking","first-page":"423","article-title":"Exploiting scalable video coding for content aware downlink video delivery over LTE","author":"Ahmedin","year":"2014"},{"key":"10.1016\/j.comcom.2018.08.009_b89","unstructured":"T. Zhen, Y. Xu, T. Yang, B. Hu, QoE-Aware Proactive Caching of Scalable Videos Over Small Cell Networks, 2016. arXiv:1604.07572."},{"key":"10.1016\/j.comcom.2018.08.009_b90","doi-asserted-by":"crossref","unstructured":"S. Akhshabi, A.C. Begen, C. Dovrolis, An experimental evaluation of rate-adaptation algorithms in adaptive streaming over http, in: Proceedings of the Second Annual ACM (Association for Computing Machinery) Conference on Multimedia Systems, New York, USA, 2011, pp. 157\u2013168.","DOI":"10.1145\/1943552.1943574"},{"key":"10.1016\/j.comcom.2018.08.009_b91","doi-asserted-by":"crossref","unstructured":"G.A. Tian, L. Yong, On adaptive HTTP streaming to mobile devices,in: 20th International Packet Video Workshop, PV, San Jose, CA, December 2013, pp. 1\u20138.","DOI":"10.1109\/PV.2013.6691450"},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b92","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1109\/TCE.2012.6170058","article-title":"Adaptive streaming of Audiovisual content using MPEG DASH","volume":"17","author":"Thang","year":"2012","journal-title":"IEEE Trans. Consum. Electron."},{"key":"10.1016\/j.comcom.2018.08.009_b93","doi-asserted-by":"crossref","unstructured":"E.A. Essaili, D. Schroeder, M. Shehada, W. Kellerer, E. Steinbach, Quality-of-experience driven adaptive HTTP media delivery, in: IEEE International Conference on Communications, ICC, Budapest, Hungary, June 2013, pp. 2480\u20132485.","DOI":"10.1109\/ICC.2013.6654905"},{"key":"10.1016\/j.comcom.2018.08.009_b94","doi-asserted-by":"crossref","unstructured":"V. Ramamurthi, O. Oyman, Video-QoE aware radio resource allocation for HTTP adaptive streaming, in: IEEE International Conference on Communications, ICC, Sydney, 2014, pp. 1076\u20131081.","DOI":"10.1109\/ICC.2014.6883464"},{"key":"10.1016\/j.comcom.2018.08.009_b95","doi-asserted-by":"crossref","unstructured":"V. Ramamurthi, O. Oyman, J. Foerster, Video-QoE aware resource management at network core, in: IEEE Global Communications Conference, GLOBECOM, Austin, TX, December 2014, pp. 1418\u20131423.","DOI":"10.1109\/GLOCOM.2014.7037007"},{"key":"10.1016\/j.comcom.2018.08.009_b96","doi-asserted-by":"crossref","unstructured":"O. Ognenoski, M.M. Nasralla, M. Razaak, M.G. Martini, P. Amon, DASH-based video transmission over LTE networks, in: IEEE International Conference on Communications (ICC) - Workshop on Quality of Experience-based Management for Future Internet Applications and Services, QoE-FI, London, UK, June 2015.","DOI":"10.1109\/ICCW.2015.7247439"},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b97","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1109\/TCSVT.2014.2357094","article-title":"QoE-driven cross-layer optimization for wireless dynamic adaptive streaming of scalable videos over HTTP","volume":"25","author":"Zhao","year":"2015","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.comcom.2018.08.009_b98","doi-asserted-by":"crossref","unstructured":"N. Khan, M.M. Nasralla, M.G. Martini, Network and user centric performance analysis of scheduling strategies for video streaming over LTE, in: IEEE International Conference on Communications (ICC) - Workshop on Quality of Experience-based Management for Future Internet Applications and Services, QoE-FI, London, UK, June 2015.","DOI":"10.1109\/ICCW.2015.7247434"},{"key":"10.1016\/j.comcom.2018.08.009_b99","doi-asserted-by":"crossref","unstructured":"R. Basukala, H.M. Ramli, K. Sandrasegaran, Performance analysis of EXP\/PF and M-LWDF in downlink 3GPP LTE system, in: Proceedings of IEEE International Conference on First Asian Himalayas, Kathmandu, Nepal, November 2009, pp. 1\u20135.","DOI":"10.1109\/AHICI.2009.5340336"},{"key":"10.1016\/j.comcom.2018.08.009_b100","series-title":"3D Future Internet Media","first-page":"257","article-title":"3D robotic surgery and training at a distance","author":"Martini","year":"2014"},{"key":"10.1016\/j.comcom.2018.08.009_b101","doi-asserted-by":"crossref","unstructured":"S.J. Bae, B.-G. Choi, M.Y. Chung, Delay-aware packet scheduling algorithm for multiple traffic classes in 3GPP LTE system,in: IEEE 17th Asia-Pacific Conference on Communications, APCC, Sabah, Malaysia, October 2011, pp. 33\u201337.","DOI":"10.1109\/APCC.2011.6152755"},{"key":"10.1016\/j.comcom.2018.08.009_b102","first-page":"14","article-title":"Downlink scheduling for multiclass traffic in LTE","author":"Sadiq","year":"2009","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b103","first-page":"695","article-title":"A channel quality-aware scheduling and resource allocation strategy for downlink LTE systems","volume":"8","author":"Shih-Jung","year":"2012","journal-title":"J. Comput. Inf. Syst."},{"key":"10.1016\/j.comcom.2018.08.009_b104","doi-asserted-by":"crossref","unstructured":"M. Iturralde, A. Wei, T. Yahiya, A. Beylot, Performance study of multimedia services using virtual token mechanism for resource allocation in LTE networks, in: IEEE Vehicular Technology Conference, VTC, San Francisco, CA, September 2011, pp. 1\u20135.","DOI":"10.1109\/VETECF.2011.6092905"},{"key":"10.1016\/j.comcom.2018.08.009_b105","doi-asserted-by":"crossref","unstructured":"G. Monghal, K.I. Pedersen, I.Z. Kovacs, P.E. Mogensen, QoS oriented time and frequency domain packet schedulers for the UTRAN long term evolution, in: IEEE Vehicular Technology Conference, VTC, Singapore, May 2008, pp. 2532\u20132536.","DOI":"10.1109\/VETECS.2008.557"},{"key":"10.1016\/j.comcom.2018.08.009_b106","doi-asserted-by":"crossref","unstructured":"Y. Zaki, T. Weerawardane, C. Gorg, A. Timm-Giel, Multi-QoS-aware fair scheduling for LTE, in: IEEE 73rd Vehicular Technology Conference, VTC, Yokohama, Japan, May 2011, pp. 1\u20135.","DOI":"10.1109\/VETECS.2011.5956352"},{"key":"10.1016\/j.comcom.2018.08.009_b107","doi-asserted-by":"crossref","unstructured":"D.N. Skoutas, A.N. Rouskas, Scheduling with QoS provisioning in mobile broadband wireless systems, in: IEEE European Wireless Conference, EW, Lucca, Italy, April 2010, pp. 422\u2013428.","DOI":"10.1109\/EW.2010.5483503"},{"key":"10.1016\/j.comcom.2018.08.009_b108","doi-asserted-by":"crossref","unstructured":"M.M. Nasralla, M.G. Martini, A downlink scheduling approach for balancing QoS in LTE wireless networks,in: IEEE 24th International Symposium on PIMRC, London, UK, September 2013, pp. 1571\u20131575.","DOI":"10.1109\/PIMRC.2013.6666392"},{"key":"10.1016\/j.comcom.2018.08.009_b109","doi-asserted-by":"crossref","unstructured":"N. Khan, M.G. Martini, Z. Bharucha, G.. Auer, Opportunistic packet loss fair scheduling for delay-sensitive applications over LTE systems, in: Wireless Communications and Networking Conference, WCNC, Paris, France, June 2012.","DOI":"10.1109\/WCNC.2012.6214010"},{"key":"10.1016\/j.comcom.2018.08.009_b110","doi-asserted-by":"crossref","unstructured":"K. Sun, Y. Wang, T. Wang, Z. Chen, G. Hu, Joint channel-aware and queue-aware scheduling algorithm for multi-user MIMO-OFDMA systems with downlink beamforming, in: IEEE 68th Vehicular Technology Conference, Calgary, September 2008, pp. 1\u20135.","DOI":"10.1109\/VETECF.2008.292"},{"issue":"98","key":"10.1016\/j.comcom.2018.08.009_b111","first-page":"1","article-title":"QoS-aware composite scheduling using fuzzy proactive and reactive controllers","volume":"2014","author":"Khan","year":"2014","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"key":"10.1016\/j.comcom.2018.08.009_b112","doi-asserted-by":"crossref","unstructured":"N. Khan, M.G. Martini, D. Staehle, Opportunistic QoS-aware fair downlink scheduling for delay sensitive applications using fuzzy reactive and proactive controllers, in: IEEE Vehicular Technology Conference, VTC, Las Vegas, USA, September 2013.","DOI":"10.1109\/VTCFall.2013.6692323"},{"issue":"5","key":"10.1016\/j.comcom.2018.08.009_b113","doi-asserted-by":"crossref","first-page":"1052","DOI":"10.1109\/TMM.2011.2152381","article-title":"Two-level downlink scheduling for real-time multimedia services in LTE networks","volume":"13","author":"Piro","year":"2011","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.comcom.2018.08.009_b114","doi-asserted-by":"crossref","unstructured":"C. He, R.D. Gitlin, Application-specific and QoS-aware scheduling for wireless systems, in: IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications, Washington DC, USA, September 2014.","DOI":"10.1109\/PIMRC.2014.7136340"},{"key":"10.1016\/j.comcom.2018.08.009_b115","doi-asserted-by":"crossref","unstructured":"I.S. Comsa, R. Trestian, G. Ghinea, 360\u00b0Mulsemedia experience over next generation wireless networks - A reinforcement learning approach, in: International Conference on Quality of Multimedia Experience, QoMEX, Sardinia, Italy, May 2018, pp. 1\u20136.","DOI":"10.1109\/QoMEX.2018.8463409"},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b116","doi-asserted-by":"crossref","first-page":"766","DOI":"10.1109\/TVT.2006.889570","article-title":"Cell-throughput analysis of the proportional fair scheduler in the single-cell environment","volume":"56","author":"Choi","year":"2007","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b117","doi-asserted-by":"crossref","first-page":"25","DOI":"10.5121\/ijwmn.2011.3103","article-title":"Video streaming performance under well-known packet scheduling algorithms","volume":"3","author":"Ramli","year":"2011","journal-title":"Int. J. Wirel. Mob. Netw."},{"key":"10.1016\/j.comcom.2018.08.009_b118","doi-asserted-by":"crossref","unstructured":"P. Ameigeiras, J. Wigard, P. Mogensen, Performance of the M-LWDF scheduling algorithm for streaming services in HSDPA, in: IEEE Conference on Vehicular Technology, Los Angeles, USA, September 2004, pp. 999\u20131003.","DOI":"10.1109\/VETECF.2004.1400171"},{"key":"10.1016\/j.comcom.2018.08.009_b119","unstructured":"ITU-T Recommendation, P.910, Subjective video quality assessment methods for multimedia applications, International Telecommunication Union, Tech. Rep., 2008."},{"issue":"9","key":"10.1016\/j.comcom.2018.08.009_b120","doi-asserted-by":"crossref","first-page":"1103","DOI":"10.1109\/TCSVT.2007.905532","article-title":"Overview of the scalable video coding extension of the H.264\/AVC standard","volume":"17","author":"Schwarz","year":"2007","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.comcom.2018.08.009_b121","doi-asserted-by":"crossref","unstructured":"N. Khan, M.G. Martini, D. Staehle, Opportunistic proportional fair downlink scheduling for scalable video transmission over LTE systems, in: IEEE Vehicular Technology Conference, VTC, Las Vegas, USA, September 2013.","DOI":"10.1109\/VTCFall.2013.6692322"},{"issue":"1","key":"10.1016\/j.comcom.2018.08.009_b122","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1145\/2754167","article-title":"QoE-based SVC layer dropping in LTE networks using content-aware layer priorities","volume":"12","author":"Fu","year":"2015","journal-title":"ACM Trans. Multimed. Comput. Commun. Appl."},{"key":"10.1016\/j.comcom.2018.08.009_b123","doi-asserted-by":"crossref","unstructured":"N. Khan, M.G. Martini, Hysteresis based rate adaptation for scalable video traffic over an LTE downlink, in: IEEE International Conference on Communications (ICC) - Workshop on Smart Communication Protocols and Algorithms, London, UK, June 2015.","DOI":"10.1109\/ICCW.2015.7247380"},{"issue":"2","key":"10.1016\/j.comcom.2018.08.009_b124","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1109\/LCOMM.2016.2628378","article-title":"A cross-layer bandwidth allocation scheme for HTTP-based video streaming in LTE cellular networks","volume":"21","author":"Colonnese","year":"2017","journal-title":"IEEE Commun. Lett."},{"key":"10.1016\/j.comcom.2018.08.009_b125","unstructured":"3GPP TS 36.300: Evolved Universal Terrestrial Radio Access (E-UTRA) and Evolved Universal Terrestrial Radio Access Network (E-UTRAN); Overall description, 3GPP Std. TS 36.300, 2016."},{"key":"10.1016\/j.comcom.2018.08.009_b126","unstructured":"3GPP TR 36.933: Technical Specification Group Radio Access Network; Study on Context Aware Service Delivery in RAN for LTE, 3GPP Std. TR 36.933, 2017."},{"key":"10.1016\/j.comcom.2018.08.009_b127","unstructured":"3GPP TS 23.203: Policy Control and Charging architecture, 3GPP Std. TS 23.203, 2018."},{"key":"10.1016\/j.comcom.2018.08.009_b128","unstructured":"3GPP TS 29.212: Policy and Charging Control (PCC); Reference points, 3GPP Std. TS 29.212, 2018."},{"issue":"3","key":"10.1016\/j.comcom.2018.08.009_b129","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1109\/TBC.2004.834028","article-title":"A new standardized method for objectively measuring video quality","volume":"50","author":"Pinson","year":"2004","journal-title":"IEEE Trans. Broadcast."},{"key":"10.1016\/j.comcom.2018.08.009_b130","doi-asserted-by":"crossref","unstructured":"C. Mehlfuhrer, J.C. Ikuno, M. Simko, S. Schwarz, M. Wrulich, M. Rupp, The Vienna LTE simulators - Enabling reproducibility in wireless communications research, EURASIP J. Adv. Signal Process., 2011(2), 1\u201314, July.","DOI":"10.1186\/1687-6180-2011-29"},{"key":"10.1016\/j.comcom.2018.08.009_b131","unstructured":"VQEG FR-TV Phase II test, Final report from the video quality experts group on the validation of objective models of video quality assessment, Video Quality Expert Group, Tech. Rep., 2003."},{"key":"10.1016\/j.comcom.2018.08.009_b132","unstructured":"ITU-T J.144, Objective perceptual video quality measurement techniques for digital cable television in the presence of a full reference, International Telecommunication Union, Tech. Rep., 2004."},{"issue":"93","key":"10.1016\/j.comcom.2018.08.009_b133","first-page":"1","article-title":"QoE-driven multi-user scheduling and rate adaptation with reduced cross-layer signaling for scalable video streaming over LTE wireless systems","volume":"2016","author":"Khan","year":"2016","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"key":"10.1016\/j.comcom.2018.08.009_b134","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2009\/341689","article-title":"Multiuser resource allocation maximizing the perceived quality","volume":"2009","author":"Saul","year":"2009","journal-title":"EURASIP J. Wirel. Commun. Netw."}],"container-title":["Computer Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0140366418302020?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0140366418302020?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T23:22:15Z","timestamp":1758842535000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0140366418302020"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":134,"alternative-id":["S0140366418302020"],"URL":"https:\/\/doi.org\/10.1016\/j.comcom.2018.08.009","relation":{},"ISSN":["0140-3664"],"issn-type":[{"type":"print","value":"0140-3664"}],"subject":[],"published":{"date-parts":[[2018,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Content-aware downlink scheduling for LTE wireless systems: A survey and performance comparison of key approaches","name":"articletitle","label":"Article Title"},{"value":"Computer Communications","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.comcom.2018.08.009","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2018 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}