{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T10:42:15Z","timestamp":1760784135186,"version":"3.37.3"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"16","license":[{"start":{"date-parts":[[2016,8,15]],"date-time":"2016-08-15T00:00:00Z","timestamp":1471219200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2016,8,15]]},"DOI":"10.1109\/tsp.2016.2566598","type":"journal-article","created":{"date-parts":[[2016,5,11]],"date-time":"2016-05-11T18:06:31Z","timestamp":1462989991000},"page":"4100-4112","source":"Crossref","is-referenced-by-count":9,"title":["Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo"],"prefix":"10.1109","volume":"64","author":[{"given":"Pete","family":"Bunch","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Murphy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Godsill","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1137\/0908055"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1198\/jcgs.2009.06134"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2005.03.009"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspi.2004.06.032"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316559","author":"muirhead","year":"1982","journal-title":"Aspects of Multivariate Statistical Theory"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-006-0080-9"},{"key":"ref36","first-page":"720","article-title":"Weighted low-rank approximations","volume":"3","author":"srebro","year":"2003","journal-title":"Proc IEEE Intern Conf on Machine Learning"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"1333","DOI":"10.1109\/TAES.2003.1261132","article-title":"Survey of maneuvering target tracking. Part I: Dynamic models","volume":"39","author":"li","year":"2003","journal-title":"IEEE Trans Aerosp Electron Syst"},{"article-title":"Marker prediction and skeletal reconstruction in motion capture technology","year":"2013","author":"aristidou","key":"ref34"},{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.1007\/0-387-28982-8","volume":"6","author":"capp\u00e9","year":"2005","journal-title":"Inference in Hidden Markov Models"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139344203"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9892.1982.tb00349.x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/89.242489"},{"article-title":"Parameter estimation for linear dynamical systems","year":"1996","author":"ghahramani","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2005.05.008"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557078"},{"journal-title":"Variational algorithms for approximate Bayesian inference","year":"2003","author":"beal","key":"ref17"},{"key":"ref18","first-page":"507","article-title":"Propagation algorithms for variational Bayesian learning","author":"ghahramani","year":"2001","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref19","first-page":"81","article-title":"Unified inference for variational Bayesian linear Gaussian state-space models","author":"barber","year":"2007","journal-title":"Advances in Neural Information Processing Systems 19"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4149(94)90134-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1115\/1.3662552"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4076(95)01770-4"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bti014"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3182\/20090706-3-FR-2004.00129"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000409"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2514\/3.3166"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.1991.261604"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00736.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-1561-8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(95)00107-5"},{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1002\/0471221279","author":"bar-shalom","year":"2002","journal-title":"Estimation with Applications to Tracking and Navigation Theory Algorithms and Software"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.10.015"},{"journal-title":"Sequentially Structured Bayesian Solutions","year":"2004","author":"maskell","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3182\/20120711-3-BE-2027.00297"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/82.4.711"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/78.978396"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/089976699300016674"},{"key":"ref25","first-page":"1391","article-title":"Reversible jump MCMC","volume":"155","author":"green","year":"2009","journal-title":"Genetics"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/xplorestaging.ieee.org\/ielx7\/78\/7502206\/07468569.pdf?arnumber=7468569","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,16]],"date-time":"2024-06-16T09:48:07Z","timestamp":1718531287000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/ieeexplore.ieee.org\/document\/7468569\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8,15]]},"references-count":38,"journal-issue":{"issue":"16"},"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1109\/tsp.2016.2566598","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2016,8,15]]}}}