{"id":"https://openalex.org/W4244683113","doi":"https://doi.org/10.1504/ijcsm.2018.10012782","title":"Particle smoothing via Markov chain Monte Carlo in general state space models","display_name":"Particle smoothing via Markov chain Monte Carlo in general state space models","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W4244683113","doi":"https://doi.org/10.1504/ijcsm.2018.10012782"},"language":"en","primary_location":{"id":"doi:10.1504/ijcsm.2018.10012782","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijcsm.2018.10012782","pdf_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJCSM.2018.091733","source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJCSM.2018.091733","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100675870","display_name":"Meng Gao","orcid":"https://orcid.org/0000-0003-0706-2362"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108244","display_name":"Yantai Institute of Coastal Zone Research","ror":"https://ror.org/01pab2602","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Gao","raw_affiliation_strings":["School of Natural and Applied Sciences, Northwestern Polytechnical University since 2010","School of Natural and Applied Sciences, Northwestern Polytechnical University, Xi'an, 710072, China","Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Natural and Applied Sciences, Northwestern Polytechnical University since 2010","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Natural and Applied Sciences, Northwestern Polytechnical University, Xi'an, 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100323343","display_name":"Hui Zhang","orcid":"https://orcid.org/0000-0001-6825-5649"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108244","display_name":"Yantai Institute of Coastal Zone Research","ror":"https://ror.org/01pab2602","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["School of Natural and Applied Sciences, Northwestern Polytechnical University since 2010","School of Natural and Applied Sciences, Northwestern Polytechnical University, Xi'an, 710072, China","Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Natural and Applied Sciences, Northwestern Polytechnical University since 2010","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Natural and Applied Sciences, Northwestern Polytechnical University, Xi'an, 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26516441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"2","first_page":"181","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.7368000149726868,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.7368000149726868,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.7567044496536255},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6576575636863708},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.6173497438430786},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6050039529800415},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.6048828959465027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5693612098693848},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.5332013964653015},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5091158747673035},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.4258372187614441},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4227710962295532},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37439125776290894},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.32237452268600464},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2818901240825653},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26737719774246216},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22536766529083252},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2144288420677185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1084814965724945},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.08146336674690247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0748874843120575},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06545484066009521}],"concepts":[{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.7567044496536255},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6576575636863708},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.6173497438430786},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6050039529800415},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.6048828959465027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5693612098693848},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.5332013964653015},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5091158747673035},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.4258372187614441},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4227710962295532},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37439125776290894},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32237452268600464},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2818901240825653},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26737719774246216},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22536766529083252},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2144288420677185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1084814965724945},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.08146336674690247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0748874843120575},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06545484066009521},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijcsm.2018.10012782","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijcsm.2018.10012782","pdf_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJCSM.2018.091733","source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1504/ijcsm.2018.10012782","is_oa":true,"landing_page_url":"https://doi.org/10.1504/ijcsm.2018.10012782","pdf_url":"https://www.inderscienceonline.com/doi/full/10.1504/IJCSM.2018.091733","source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4244683113.pdf","grobid_xml":"https://content.openalex.org/works/W4244683113.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W130764196","https://openalex.org/W1914674302","https://openalex.org/W1988827501","https://openalex.org/W2001355407","https://openalex.org/W2007998685","https://openalex.org/W2040896388","https://openalex.org/W2056760934","https://openalex.org/W2071937679","https://openalex.org/W2082556528","https://openalex.org/W2111787305","https://openalex.org/W2138309709","https://openalex.org/W2142127434","https://openalex.org/W2146485022","https://openalex.org/W2149532992","https://openalex.org/W2160337655","https://openalex.org/W2170026607","https://openalex.org/W4246464108","https://openalex.org/W4247880210","https://openalex.org/W4248373945","https://openalex.org/W4388085068","https://openalex.org/W6647371177","https://openalex.org/W6681060000","https://openalex.org/W6681687461"],"related_works":["https://openalex.org/W2126907425","https://openalex.org/W2208639223","https://openalex.org/W2114656557","https://openalex.org/W1499764293","https://openalex.org/W2195963939","https://openalex.org/W2514372983","https://openalex.org/W4245379261","https://openalex.org/W2075503097","https://openalex.org/W1497303808","https://openalex.org/W2029412444"],"abstract_inverted_index":{"Sequential":[0],"Monte":[1],"Carlo":[2],"(SMC)":[3],"methods":[4],"(also":[5],"known":[6],"as":[7],"particle":[8,39,48,90],"filter)":[9],"provide":[10],"a":[11,46,58,81],"way":[12],"to":[13,57,67],"solve":[14],"the":[15,62,69,75],"state":[16,22,34,95],"estimation":[17,35,96],"problem":[18],"in":[19,97],"nonlinear":[20,82],"non-Gaussian":[21],"space":[23],"models":[24],"(SSM)":[25],"through":[26],"numerical":[27],"approximation.":[28],"Particle":[29],"smoothing":[30],"is":[31,53,65,78,85,92],"one":[32],"retrospective":[33],"method":[36],"based":[37],"on":[38],"filtering.":[40],"In":[41],"this":[42,88],"paper,":[43],"we":[44],"propose":[45],"new":[47,76,89],"smoother.":[49],"The":[50,72],"basic":[51],"idea":[52],"easy":[54],"and":[55],"leads":[56],"forward-backward":[59],"procedure,":[60],"where":[61],"Metropolis-Hastings":[63],"algorithm":[64],"used":[66],"resample":[68],"filtering":[70],"particles.":[71],"goodness":[73],"of":[74],"scheme":[77],"assessed":[79],"using":[80],"SSM.":[83],"It":[84],"concluded":[86],"that":[87],"smoother":[91],"suitable":[93],"for":[94],"complicated":[98],"dynamical":[99],"systems.":[100]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
