{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T05:56:43Z","timestamp":1759730203482,"version":"3.37.3"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2016,3,1]],"date-time":"2016-03-01T00:00:00Z","timestamp":1456790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/K020153\/1"],"award-info":[{"award-number":["EP\/K020153\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1109\/jstsp.2015.2509940","type":"journal-article","created":{"date-parts":[[2015,12,17]],"date-time":"2015-12-17T19:41:30Z","timestamp":1450381290000},"page":"328-342","source":"Crossref","is-referenced-by-count":6,"title":["Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems"],"prefix":"10.1109","volume":"10","author":[{"given":"James","family":"Murphy","sequence":"first","affiliation":[]},{"given":"Simon J.","family":"Godsill","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1111\/j.1467-9868.2009.00736.x","article-title":"Response to Particle Markov chain Monte Carlo methods? by C. Andrieu, A. Doucet, R. Holenstein","volume":"72","author":"godsill","year":"2010","journal-title":"J Roy Statist Soc Ser B (Statist Methodol )"},{"key":"ref38","first-page":"269","article-title":"Response to ?Particle Markov chain Monte Carlo methods? by C. Andrieu, A. Doucet, R. Holenstein","volume":"72","author":"whiteley","year":"2010","journal-title":"J Roy Statist Soc Ser B (Statist Methodol )"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2307\/2670179"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1214\/11-AAP806"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1214\/13-AAP951"},{"key":"ref30","article-title":"A stable particle filter in high-dimensions","author":"beskos","year":"2014","journal-title":"arXiv preprint arXiv 1412 3501"},{"key":"ref37","first-page":"2145","article-title":"Particle Gibbs with ancestor sampling","volume":"15","author":"lindsten","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1561\/2200000045"},{"key":"ref35","first-page":"584","article-title":"The unscented particle filter","author":"van der merwe","year":"2000","journal-title":"Neural Inf Process Syst (NIPS)"},{"key":"ref34","article-title":"On the particle Gibbs sampler","author":"chopin","year":"2013","journal-title":"arXiv preprint arXiv 1304 1887"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2006.00553.x"},{"key":"ref27","first-page":"1862","article-title":"Sequential Monte Carlo for graphical models","author":"naesseth","year":"2014","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008923215028"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00736.x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1175\/2008MWR2529.1"},{"key":"ref22","article-title":"Uniform ergodicity of the iterated conditional SMC and geometric ergodicity of particle Gibbs samplers","author":"andrieu","year":"2013","journal-title":"arXiv preprint arXiv 1312 6432"},{"key":"ref21","article-title":"Blocking strategies and stability of particle Gibbs samplers","author":"singh","year":"2015","journal-title":"arXiv preprint arXiv 1509 08362"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00736.x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/sjos.12136"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2012.687493"},{"journal-title":"Joint state and parameter learning for multiple target tracking models","year":"2015","author":"jiang","key":"ref25"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2012.04.015"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2012.06.004"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.2514\/3.3166"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1214\/14-AOS1278"},{"key":"ref52","article-title":"Efficient implementation of Markov Chain Monte Carlo when using an unbiased likelihood estimator","author":"doucet","year":"2012","journal-title":"arXiv preprint arXiv 1210 1871"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s00180-012-0352-y"},{"key":"ref11","article-title":"Bayesian tracking and parameter learning for non-linear multiple target tracking models","author":"jiang","year":"2014","journal-title":"arXiv preprint arXiv 1410 2046"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1198\/016214504000000151"},{"key":"ref12","first-page":"1","article-title":"Particle Markov chain Monte Carlo for Bayesian multi-target tracking","author":"vu","year":"2011","journal-title":"14th Int Conf Inf Fusion (Fusion)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2013.2256877"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1198\/jcgs.2010.10039"},{"key":"ref15","first-page":"1143","article-title":"Parallel implementation of particle MCMC methods on a GPU","volume":"16","author":"henriksen","year":"2012","journal-title":"System Ident"},{"key":"ref16","first-page":"12","article-title":"Some of the what?, why?, how?, who? and where? of graphics processing unit computing for Bayesian analysis","volume":"17","author":"suchard","year":"2010","journal-title":"International Society for Bayesian Analysis Bulletin"},{"key":"ref17","volume":"29","author":"durham","year":"2011","journal-title":"?Massively parallel sequential Monte Carlo for Bayesian inference ?"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011094131273"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1214\/193940307000000518"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00070"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9892.1994.tb00184.x"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/env.1083"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1098\/rsfs.2011.0047"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1017\/S0266466610000599"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1890\/11-0797.1"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.advwatres.2012.04.002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002136"},{"journal-title":"Hidden States Hidden Structures Bayesian Learning in Time Series Models","year":"2013","author":"murphy","key":"ref46"},{"journal-title":"Recursive Bayesian inference on stochastic differential equations","year":"2006","author":"s\ufffdrkk\ufffd","key":"ref45"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1029\/2012WR012144"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1175\/2009MWR2835.1"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/37402.37406"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008935410038"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2103062"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2013.11.006"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/7406776\/07360121.pdf?arnumber=7360121","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,13]],"date-time":"2024-06-13T04:53:59Z","timestamp":1718254439000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7360121\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3]]},"references-count":54,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2015.2509940","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"type":"print","value":"1932-4553"},{"type":"electronic","value":"1941-0484"}],"subject":[],"published":{"date-parts":[[2016,3]]}}}