{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T12:18:50Z","timestamp":1767183530900,"version":"3.37.3"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","award":["310681\/2019-7"],"award-info":[{"award-number":["310681\/2019-7"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Netw Syst Manage"],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1007\/s10922-023-09764-x","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T17:02:16Z","timestamp":1691427736000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Improving the Resource Efficiency in Massive MIMO-NOMA Systems"],"prefix":"10.1007","volume":"31","author":[{"given":"Karina Bernardin","family":"Rosa","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Taufik","family":"Abr\u00e3o","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,7]]},"reference":[{"key":"9764_CR1","doi-asserted-by":"publisher","DOI":"10.1017\/9781316771655","volume-title":"Key technologies for 5G wireless systems","author":"V Wong","year":"2017","unstructured":"Wong, V., Schober, R., Ng, D., Wang, L.: Key technologies for 5G wireless systems. Cambridge University Press, Cambridge (2017)"},{"key":"9764_CR2","doi-asserted-by":"publisher","DOI":"10.1002\/9781119116493","volume-title":"Signal processing for 5G: algorithms and implementations ser","author":"F Luo","year":"2016","unstructured":"Luo, F., Zhang, C.: Signal processing for 5G: algorithms and implementations ser. Wiley - IEEE, Hoboken (2016)"},{"issue":"10","key":"9764_CR3","doi-asserted-by":"publisher","first-page":"2181","DOI":"10.1109\/JSAC.2017.2725519","volume":"35","author":"Z Ding","year":"2017","unstructured":"Ding, Z., Lei, X., Karagiannidis, G.K., Schober, R., Yuan, J., Bhargava, V.K.: A survey on non-orthogonal multiple access for 5g networks: research challenges and future trends. IEEE J. Sel. Areas Commun. 35(10), 2181\u20132195 (2017)","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"2","key":"9764_CR4","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1109\/MWC.2018.1700080","volume":"25","author":"Y Liu","year":"2018","unstructured":"Liu, Y., Xing, H., Pan, C., Nallanathan, A., Elkashlan, M., Hanzo, L.: Multiple-antenna-assisted non-orthogonal multiple access. IEEE Wirel. Commun. 25(2), 17\u201323 (2018)","journal-title":"IEEE Wirel. Commun."},{"issue":"8","key":"9764_CR5","doi-asserted-by":"publisher","first-page":"4656","DOI":"10.1109\/TWC.2014.2316791","volume":"13","author":"J Tang","year":"2014","unstructured":"Tang, J., So, D.K.C., Alsusa, E., Hamdi, K.A.: Resource efficiency: a new paradigm on energy efficiency and spectral efficiency tradeoff. IEEE Trans. Wirel. Commun. 13(8), 4656\u20134669 (2014)","journal-title":"IEEE Trans. Wirel. Commun."},{"issue":"8","key":"9764_CR6","doi-asserted-by":"publisher","first-page":"6991","DOI":"10.1109\/TVT.2018.2824311","volume":"67","author":"Y Huang","year":"2018","unstructured":"Huang, Y., He, S., Wang, J., Zhu, J.: Spectral and energy efficiency tradeoff for massive MIMO. IEEE Trans. Vehicular Technol. 67(8), 6991\u20137002 (2018). https:\/\/doi.org\/10.1109\/TVT.2018.2824311","journal-title":"IEEE Trans. Vehicular Technol."},{"doi-asserted-by":"crossref","unstructured":"Glei, N., Chibani, R.\u00a0B.: Energy-efficient resource allocation for NOMA systems, In: 2019 16th International Multi-Conference on Systems, Signals Devices (SSD), pp. 648\u2013651 (2019)","key":"9764_CR7","DOI":"10.1109\/SSD.2019.8893212"},{"doi-asserted-by":"crossref","unstructured":"Selvam, K., Kumar, K.: Energy and spectrum efficiency trade-off of non-orthogonal multiple access (NOMA) over OFDMA for machine-to-machine communication, In: 2019 Fifth International Conference on Science Technology Engineering and Mathematics (ICONSTEM), vol.\u00a01, pp. 523\u2013528 (2019)","key":"9764_CR8","DOI":"10.1109\/ICONSTEM.2019.8918884"},{"issue":"3","key":"9764_CR9","doi-asserted-by":"publisher","first-page":"452","DOI":"10.1109\/JSTSP.2019.2898114","volume":"13","author":"J Tang","year":"2019","unstructured":"Tang, J., Luo, J., Liu, M., So, D.K.C., Alsusa, E., Chen, G., Wong, K., Chambers, J.A.: Energy efficiency optimization for NOMA with SWIPT. IEEE J. Sel. Topics Signal Process. 13(3), 452\u2013466 (2019)","journal-title":"IEEE J. Sel. Topics Signal Process."},{"issue":"18","key":"9764_CR10","doi-asserted-by":"publisher","first-page":"14 232","DOI":"10.1109\/JIOT.2021.3068721","volume":"8","author":"Z Wang","year":"2021","unstructured":"Wang, Z., Lin, Z., Lv, T., Ni, W.: Energy-efficient resource allocation in massive MIMO-NOMA networks with wireless power transfer: a distributed ADMM approach. IEEE Int. Things J. 8(18), 14 232-14 247 (2021)","journal-title":"IEEE Int. Things J."},{"key":"9764_CR11","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2021.101348","volume":"47","author":"JL Jacob","year":"2021","unstructured":"Jacob, J.L., Panazio, C.M., Abr\u00e3o, T.: Energy and spectral efficiencies trade-off in MIMO-NOMA system under user-rate fairness and variable user per cluster. Phys. Commun. 47, 101348 (2021)","journal-title":"Phys. Commun."},{"key":"9764_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2021.101588","volume":"51","author":"TAB Alves","year":"2022","unstructured":"Alves, T.A.B., Abr\u00e3o, T.: Massive MIMO and NOMA bits-per-antenna efficiency under power allocation policies. Phys. Commun. 51, 101588 (2022)","journal-title":"Phys. Commun."},{"key":"9764_CR13","first-page":"1","volume":"2","author":"WU Khan","year":"2019","unstructured":"Khan, W.U., Jameel, F., Ristaniemi, T., Khan, S., Sidhu, G.A.S., Liu, J.: Joint spectral and energy efficiency optimization for downlink NOMA networks. IEEE Trans. Cognitive Commun. Netw. 2, 1 (2019)","journal-title":"IEEE Trans. Cognitive Commun. Netw."},{"issue":"2","key":"9764_CR14","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1109\/LWC.2019.2946548","volume":"9","author":"F Saggese","year":"2020","unstructured":"Saggese, F., Moretti, M., Abrardo, A.: A quasi-optimal clustering algorithm for MIMO-NOMA downlink systems. IEEE Wirel. Commun. Lett. 9(2), 152\u2013156 (2020). https:\/\/doi.org\/10.1109\/LWC.2019.2946548","journal-title":"IEEE Wirel. Commun. Lett."},{"doi-asserted-by":"crossref","unstructured":"Kimy, B., Lim, S., Kim, H., Suh, S., Kwun, J., Choi, S., Lee, C., Lee, S., Hong, D.: \u201cNon-orthogonal multiple access in a downlink multiuser beamforming system,\u201d In: MILCOM 2013 - 2013 IEEE Military Communications Conference, pp. 1278\u20131283 (2013)","key":"9764_CR15","DOI":"10.1109\/MILCOM.2013.218"},{"key":"9764_CR16","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1109\/ACCESS.2016.2646183","volume":"5","author":"S Ali","year":"2017","unstructured":"Ali, S., Hossain, E., Kim, D.I.: Non-orthogonal multiple access (NOMA) for downlink multiuser MIMO systems: user clustering, beamforming, and power allocation. IEEE Access 5, 565\u2013577 (2017)","journal-title":"IEEE Access"},{"issue":"2","key":"9764_CR17","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1109\/TSP.2003.821107","volume":"52","author":"QH Spencer","year":"2004","unstructured":"Spencer, Q.H., Swindlehurst, A.L., Haardt, M.: Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels. IEEE Trans. Signal Process. 52(2), 461\u2013471 (2004)","journal-title":"IEEE Trans. Signal Process."},{"doi-asserted-by":"crossref","unstructured":"Muharar, R., Evans, J.: Optimal power allocation for multiuser transmit beamforming via regularized channel inversion, In: 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), pp. 1393\u20131397 (2011)","key":"9764_CR18","DOI":"10.1109\/ACSSC.2011.6190245"},{"issue":"1","key":"9764_CR19","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1109\/TCOMM.2004.840638","volume":"53","author":"CB Peel","year":"2005","unstructured":"Peel, C.B., Hochwald, B.M., Swindlehurst, A.L.: A vector-perturbation technique for near-capacity multiantenna multiuser communication-part i: channel inversion and regularization. IEEE Trans. Commun. 53(1), 195\u2013202 (2005)","journal-title":"IEEE Trans. Commun."},{"issue":"2","key":"9764_CR20","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1109\/JSAC.2013.130205","volume":"31","author":"J Hoydis","year":"2013","unstructured":"Hoydis, J., ten Brink, S., Debbah, M.: Massive MIMO in the ul\/dl of cellular networks: how many antennas do we need? IEEE J. Selected Areas Commun. 31(2), 160\u2013171 (2013)","journal-title":"IEEE J. Selected Areas Commun."},{"issue":"7","key":"9764_CR21","doi-asserted-by":"publisher","first-page":"4509","DOI":"10.1109\/TIT.2012.2191700","volume":"58","author":"S Wagner","year":"2012","unstructured":"Wagner, S., Couillet, R., Debbah, M., Slock, D.T.M.: Large system analysis of linear precoding in correlated miso broadcast channels under limited feedback. IEEE Trans. Information Theory 58(7), 4509\u20134537 (2012)","journal-title":"IEEE Trans. Information Theory"},{"unstructured":"Muharar, R.: Multiuser precoding in wireless communication systems. Ph.D. Dissertation, The University of Melbourne, Department of Electrical and Electronic Engineering (2012)","key":"9764_CR22"},{"key":"9764_CR23","first-page":"6325","volume":"4","author":"MS Ali","year":"2016","unstructured":"Ali, M.S., Tabassum, H., Hossain, E.: Dynamic user clustering and power allocation for uplink and downlink non-orthogonal multiple access (NOMA) systems. IEEE Access 4, 6325\u20136343 (2016)","journal-title":"IEEE Access"},{"key":"9764_CR24","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1109\/ACCESS.2016.2646183","volume":"5","author":"MS Ali","year":"2017","unstructured":"Ali, M.S., Hossain, E., Kim, D.I.: Non-orthogonal multiple access (NOMA) for downlink multiuser MIMO systems: user clustering, beamforming, and power allocation. IEEE Access 5, 565\u2013577 (2017)","journal-title":"IEEE Access"},{"issue":"3","key":"9764_CR25","doi-asserted-by":"publisher","first-page":"2568","DOI":"10.1109\/COMST.2019.2911558","volume":"21","author":"F Zafari","year":"2019","unstructured":"Zafari, F., Gkelias, A., Leung, K.K.: A survey of indoor localization systems and technologies. IEEE Commun. Surveys Tutor. 21(3), 2568\u20132599 (2019)","journal-title":"IEEE Commun. Surveys Tutor."},{"issue":"8","key":"9764_CR26","doi-asserted-by":"publisher","first-page":"1234","DOI":"10.1049\/iet-com.2019.1019","volume":"14","author":"EM Mohamed","year":"2020","unstructured":"Mohamed, E.M.: Joint users selection and beamforming in downlink milimetre-wave NOMA based on users positioning. IET Commun. 14(8), 1234\u20131240 (2020)","journal-title":"IET Commun."},{"doi-asserted-by":"crossref","unstructured":"El-Sayed, M.\u00a0M., Ibrahim, A.\u00a0S., Khairy, M.\u00a0M.: Power allocation strategies for non-orthogonal multiple access, In: 2016 International Conference on Selected Topics in Mobile Wireless Networking (MoWNeT), pp. 1\u20136 (April 2016)","key":"9764_CR27","DOI":"10.1109\/MoWNet.2016.7496633"}],"container-title":["Journal of Network and Systems Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-023-09764-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10922-023-09764-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-023-09764-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,26]],"date-time":"2023-10-26T06:12:41Z","timestamp":1698300761000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10922-023-09764-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,7]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,10]]}},"alternative-id":["9764"],"URL":"https:\/\/doi.org\/10.1007\/s10922-023-09764-x","relation":{},"ISSN":["1064-7570","1573-7705"],"issn-type":[{"type":"print","value":"1064-7570"},{"type":"electronic","value":"1573-7705"}],"subject":[],"published":{"date-parts":[[2023,8,7]]},"assertion":[{"value":"26 December 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 May 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 July 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no competing interests as defined by Springer, or other interests that might be perceived to influence the results and\/or discussion reported in this paper: The authors have no financial or proprietary interests in any material discussed in this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical Approval"}}],"article-number":"74"}}