{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T20:19:24Z","timestamp":1775247564505,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning Under the Jurisdiction of Beijing Municipality","award":["IDHT20150504"],"award-info":[{"award-number":["IDHT20150504"]}]},{"name":"Beijing Municipal Education Commission","award":["KM201510005025; KM201610005033"],"award-info":[{"award-number":["KM201510005025; KM201610005033"]}]},{"DOI":"10.13039\/501100009592","name":"Beijing Municipal Science and Technology Commission","doi-asserted-by":"crossref","award":["Z151100002115040; Z1711000005170; Z171100000517003"],"award-info":[{"award-number":["Z151100002115040; Z1711000005170; Z171100000517003"]}],"id":[{"id":"10.13039\/501100009592","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602486"],"award-info":[{"award-number":["61602486"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61632006"],"award-info":[{"award-number":["61632006"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672071"],"award-info":[{"award-number":["61672071"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Intell. Transport. Syst. Mag."],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/mits.2019.2919529","type":"journal-article","created":{"date-parts":[[2019,6,28]],"date-time":"2019-06-28T19:44:16Z","timestamp":1561751056000},"page":"221-234","source":"Crossref","is-referenced-by-count":9,"title":["Multi-source traffic data reconstruction using joint low-rank and fundamental diagram constraints"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4843-2673","authenticated-orcid":false,"given":"Yang","family":"Wang","sequence":"first","affiliation":[]},{"given":"Yong","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8716-8989","authenticated-orcid":false,"given":"Zhen","family":"Qian","sequence":"additional","affiliation":[]},{"given":"Shaofan","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Yongli","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Baocai","family":"Yin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"267","article-title":"Spatio-temporal compressive sensing and internet traffic matrices","author":"roughan","year":"0","journal-title":"Proc ACM SIGCOMM Conf Data Communication"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.885507"},{"key":"ref33","first-page":"925","article-title":"Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization","volume":"98","author":"cand\u00e8s","year":"2010","journal-title":"Proc IEEE"},{"key":"ref32","article-title":"Robust principal component analysis?","volume":"58","author":"cand\u00e8s","year":"2009","journal-title":"J ACM"},{"key":"ref31","first-page":"2080","article-title":"Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization","author":"wright","year":"0","journal-title":"Proc 22nd Int Conf Neural Information Processing Systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref37","first-page":"535","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"0","journal-title":"Proc 13th Int Conf Neural Information Processing Systems"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2011.35"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2012.205"},{"key":"ref34","first-page":"1","volume":"54","author":"fazel","year":"2002","journal-title":"Matrix Rank Minimization With Applications"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2010.06.001"},{"key":"ref27","article-title":"Neural network-based freeway traffic state data fusion system using cellular handoff probe system and microwave sensors","author":"he","year":"0","journal-title":"TRB 87th Annual Meeting Proceedings"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2017.03.005"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(2006)132:12(921)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2005.03.001"},{"key":"ref20","first-page":"1","article-title":"Reconstructing the spatio-temporal traffic dynamics from stationary detector data","volume":"1","author":"treiber","year":"2002","journal-title":"Coop Transp Dyn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.06.019"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2013.08.015"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2017.05.016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2552639"},{"key":"ref26","article-title":"The technical and economic benefits of data fusion for real-time monitoring of freeway traffic: Preliminary results and implications of a study with simulated data","author":"lint","year":"0","journal-title":"Proc 11th World Conf Transp Res"},{"key":"ref25","author":"ou","year":"2011","journal-title":"Fusing heterogeneous traffic data Parsimonious approaches using data-data consistency"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/070697835"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.21236\/ADA439086"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1137\/060657704"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-013-0053-8"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2003.815774"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1287\/trsc.6.4.419"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-012-0044-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2006.06.001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2008.05.019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/amrx\/abq002"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.physd.2012.05.005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ECC.2014.6862333"},{"key":"ref17","first-page":"1","article-title":"Traffic flow reconstruction using mobile sensors and loop detector data","author":"herrera","year":"0","journal-title":"TRB 87th Annual Meeting Proceedings"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/0020717021000023708"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2008.4797618"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1680\/ipeds.1952.11259"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1980.4308379"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1016\/j.automatica.2006.08.023","article-title":"Freeway traffic estimation within particle filtering framework","volume":"43","author":"mihaylova","year":"2007","journal-title":"Automatica"},{"key":"ref5","author":"welch","year":"1995","journal-title":"An introduction to the Kalman filter"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2010.06.001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2013.806844"},{"key":"ref49","first-page":"53","article-title":"A statistical analysis of speed-density hypotheses","author":"drake","year":"1966","journal-title":"Highway Res Rec"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1049\/ecej:19970602"},{"key":"ref46","first-page":"448","article-title":"A study of traffic capacity","author":"greenshields","year":"0","journal-title":"Proc 18th Highway Res Board Annu Meeting"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/0191-2615(95)00017-8"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1287\/opre.7.1.79"},{"key":"ref47","first-page":"141","article-title":"Speed volume, and density relationships: Quality and theory of traffic flow","author":"underwood","year":"1961","journal-title":"Yale Bureau of Highway Traffic"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2012.12.007"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.39"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2008.02.002"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/050627113"}],"container-title":["IEEE Intelligent Transportation Systems Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5117645\/8771103\/08750787.pdf?arnumber=8750787","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:53:14Z","timestamp":1657745594000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8750787\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":55,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/mits.2019.2919529","relation":{},"ISSN":["1939-1390","1941-1197"],"issn-type":[{"value":"1939-1390","type":"print"},{"value":"1941-1197","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}