{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,27]],"date-time":"2025-12-27T07:25:13Z","timestamp":1766820313189,"version":"3.38.0"},"reference-count":27,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2023,2,24]],"date-time":"2023-02-24T00:00:00Z","timestamp":1677196800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","award":["2018\/23062-5"],"award-info":[{"award-number":["2018\/23062-5"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","award":["307819\/2017-5"],"award-info":[{"award-number":["307819\/2017-5"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","award":["309886\/2019-8"],"award-info":[{"award-number":["309886\/2019-8"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","award":["88881.310442\/2018-01"],"award-info":[{"award-number":["88881.310442\/2018-01"]}],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","award":["88887.596746\/2020-00"],"award-info":[{"award-number":["88887.596746\/2020-00"]}],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004586","name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","doi-asserted-by":"publisher","award":["E-26\/010.002248\/2019"],"award-info":[{"award-number":["E-26\/010.002248\/2019"]}],"id":[{"id":"10.13039\/501100004586","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["SIMULATION"],"published-print":{"date-parts":[[2024,1]]},"abstract":"<jats:p> Estimating the performance of multimedia (MM) traffic is important in numerous contexts, including routing and forwarding, quality of service (QoS) provisioning, and adaptive video streaming. This paper proposes a network performance estimator which aims at providing, in quasi real-time, network performance estimates for IoT MM traffic in IEEE 802.11 multihop wireless networks. To our knowledge, the proposed MM-aware performance estimator, or MAPE, is the first deterministic simulation-based estimator that provides real-time per-flow throughput, packet loss, and delay estimates while considering inter-flow interference and multirate flows, typical of MM traffic. Our experimental results indicate that MAPE is able to provide network performance estimates that can be used by IoT MM services, notably to inform real-time route selection in IoT video transmission, at a fraction of the execution time when compared to stochastic network simulators. When compared to existing deterministic simulators, MAPE yields higher accuracy at comparable execution times due to its ability to consider multirate flows. <\/jats:p>","DOI":"10.1177\/00375497231156618","type":"journal-article","created":{"date-parts":[[2023,2,24]],"date-time":"2023-02-24T12:50:35Z","timestamp":1677243035000},"page":"23-37","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":8,"title":["Network performance estimator with applications to route selection for IoT multimedia applications"],"prefix":"10.1177","volume":"100","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4114-8541","authenticated-orcid":false,"given":"Fabiano","family":"Bhering","sequence":"first","affiliation":[{"name":"Laborat\u00f3rio Midiacom, Universidade Federal Fluminense (UFF), Brazil"},{"name":"Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica de Minas Gerais (CEFET-MG), Brazil"}]},{"given":"Diego","family":"Passos","sequence":"additional","affiliation":[{"name":"Laborat\u00f3rio Midiacom, Universidade Federal Fluminense (UFF), Brazil"},{"name":"Instituto Superior de Engenharia de Lisboa (ISEL), Instituto Polit\u00e9cnico de Lisboa, Portugal"}]},{"given":"Katia","family":"Obraczka","sequence":"additional","affiliation":[{"name":"University of California, Santa Cruz (UCSC), USA"}]},{"given":"C\u00e9lio","family":"Albuquerque","sequence":"additional","affiliation":[{"name":"Laborat\u00f3rio Midiacom, Universidade Federal Fluminense (UFF), Brazil"}]}],"member":"179","published-online":{"date-parts":[[2023,2,24]]},"reference":[{"key":"bibr1-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2661201"},{"key":"bibr2-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2016.01.007"},{"key":"bibr3-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2011.082911.00067"},{"key":"bibr4-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2004.04.008"},{"key":"bibr5-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-021-00885-4"},{"key":"bibr6-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2909399"},{"key":"bibr7-00375497231156618","first-page":"285","volume-title":"Handbook of smart cities: software services and cyber infrastructure","author":"Dao NQ","year":"2018"},{"key":"bibr8-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12331-3_2"},{"key":"bibr9-00375497231156618","first-page":"23","volume-title":"Proceedings of the 24th annual joint conference of the IEEE computer and communications societies","volume":"1","author":"Wang X"},{"key":"bibr10-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2007.902687"},{"key":"bibr11-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2010.89"},{"key":"bibr12-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2015.2415465"},{"first-page":"7","volume-title":"Proceedings of the 29th ACM workshop on network and operating systems support for digital audio and video","author":"Bentaleb A","key":"bibr13-00375497231156618"},{"key":"bibr14-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2013.2291681"},{"first-page":"272","volume-title":"Proceedings of the 2016 ACM SIGCOMM conference","author":"Sun Y","key":"bibr15-00375497231156618"},{"first-page":"1","volume-title":"Proceedings of the 2018 IEEE global communications conference (GLOBECOM)","author":"Wei B","key":"bibr16-00375497231156618"},{"key":"bibr17-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/JCN.2017.000083"},{"key":"bibr18-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-019-01481-w"},{"first-page":"393","volume-title":"Proceedings of the 2019 IEEE 11th international conference on communication software and networks (ICCSN)","author":"Nabi S","key":"bibr19-00375497231156618"},{"first-page":"748","volume-title":"Proceedings of the 2019 IEEE international conference on multimedia and expo (ICME)","author":"Wang B","key":"bibr20-00375497231156618"},{"key":"bibr21-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2008.4435897"},{"key":"bibr22-00375497231156618","first-page":"185","volume-title":"Proceedings of the European simulation multiconference (ESM\u20192001)","volume":"9","author":"Varga A"},{"key":"bibr23-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2018.02.006"},{"key":"bibr24-00375497231156618","doi-asserted-by":"publisher","DOI":"10.17487\/rfc3626"},{"first-page":"61","volume-title":"Proceedings of the 2012 IEEE 20th international symposium on modeling, analysis and simulation of computer and telecommunication systems","author":"Stoffers M","key":"bibr25-00375497231156618"},{"first-page":"255","volume-title":"Proceedings of the international conference on modelling techniques and tools for computer performance evaluation","author":"Klaue J","key":"bibr26-00375497231156618"},{"key":"bibr27-00375497231156618","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"}],"container-title":["SIMULATION"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/00375497231156618","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/00375497231156618","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/00375497231156618","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T04:35:56Z","timestamp":1740803756000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/00375497231156618"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,24]]},"references-count":27,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["10.1177\/00375497231156618"],"URL":"https:\/\/doi.org\/10.1177\/00375497231156618","relation":{},"ISSN":["0037-5497","1741-3133"],"issn-type":[{"type":"print","value":"0037-5497"},{"type":"electronic","value":"1741-3133"}],"subject":[],"published":{"date-parts":[[2023,2,24]]}}}