{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,4]],"date-time":"2026-10-04T02:05:12Z","timestamp":1791079512454,"version":"4.1.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2005,11,1]],"date-time":"2005-11-01T00:00:00Z","timestamp":1130803200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2005,11]]},"DOI":"10.1109\/msp.2005.1550195","type":"journal-article","created":{"date-parts":[[2005,12,10]],"date-time":"2005-12-10T15:26:27Z","timestamp":1134228387000},"page":"152-170","source":"Crossref","is-referenced-by-count":184,"title":["Monte Carlo methods for signal processing: a review in the statistical signal processing context"],"prefix":"10.1109","volume":"22","author":[{"given":"A.","family":"Doucet","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"family":"Xiaodong Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1063\/1.1699114"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-3370-1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2004.830897"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.819990"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2003.809722"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.814466"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/49.974616"},{"key":"ref36","author":"liu","year":"2001","journal-title":"Monte Carlo Methods in Scientific Computing"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/26.297849"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/57.1.97"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1049\/ip-f-2.1993.0015"},{"key":"ref27","year":"1996","journal-title":"Markov Chain Monte Carlo in Practice"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/82.4.711"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1239\/jap\/1011994186"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/78.790649"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008935410038"},{"key":"ref22","year":"2001","journal-title":"Sequential Monte Carlo Methods in Practice"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/78.905890"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013172322619"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2307\/2291325"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2307\/1913710"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/78.978380"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/49.942523"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2002.806580"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/78.978382"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/26.975773"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/49.947039"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/78.469847"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-3267-7"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00246"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/18.868479"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/78.978381"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3437-9_2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/78.984773"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4684-9393-1","author":"del moral","year":"2004","journal-title":"Feynman-Kac Formulae Genealogical and Interacting Particle Systems With Applications"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-8643-8"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2003.1236770"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.818155"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.810284"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1162\/089976601750541831"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2003.823142"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00363"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1177010123"},{"key":"ref7","author":"bernardo","year":"1995","journal-title":"Bayesian Theory"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/25.938583"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/81.3.541"},{"key":"ref46","author":"van der merwe","year":"2000","journal-title":"Advances in Neural Information Processing Systems 13"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2005.843540"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2005.1561884"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-7744-1"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-1684(01)00157-8"},{"key":"ref44","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3071-5","author":"robert","year":"1999","journal-title":"Monte Carlo Statistical Methods"},{"key":"ref43","author":"robert","year":"1996","journal-title":"The Bayesian Choice"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/79\/33042\/01550195.pdf?arnumber=1550195","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:21:45Z","timestamp":1641986505000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1550195\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005,11]]},"references-count":55,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/msp.2005.1550195","relation":{},"ISSN":["1053-5888"],"issn-type":[{"value":"1053-5888","type":"print"}],"subject":[],"published":{"date-parts":[[2005,11]]}}}