{"id":"https://openalex.org/W4309491171","doi":"https://doi.org/10.1007/978-3-031-21062-4_11","title":"Consensus-Based Distributed Source Term Estimation with\u00a0Particle Filter and\u00a0Gaussian Mixture Model","display_name":"Consensus-Based Distributed Source Term Estimation with\u00a0Particle Filter and\u00a0Gaussian Mixture Model","publication_year":2022,"publication_date":"2022-11-18","ids":{"openalex":"https://openalex.org/W4309491171","doi":"https://doi.org/10.1007/978-3-031-21062-4_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21062-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21062-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100605759","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-0253-0358"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, LE11 3TU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, LE11 3TU, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013053105","display_name":"Matthew Coombes","orcid":"https://orcid.org/0000-0002-4421-9464"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Coombes","raw_affiliation_strings":["Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, LE11 3TU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, LE11 3TU, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021774274","display_name":"Cunjia Liu","orcid":"https://orcid.org/0000-0003-2829-9369"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cunjia Liu","raw_affiliation_strings":["Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, LE11 3TU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, LE11 3TU, UK","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.51,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69665072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12321","display_name":"Insect Pheromone Research and Control","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12321","display_name":"Insect Pheromone Research and Control","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.8004977703094482},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.6442550420761108},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.5682075619697571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5596750378608704},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5147983431816101},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.47987809777259827},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.47652873396873474},{"id":"https://openalex.org/keywords/density-estimation","display_name":"Density estimation","score":0.4696575701236725},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.46340489387512207},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44849491119384766},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.44449201226234436},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.43371185660362244},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39479005336761475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34176182746887207},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.3298361599445343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28441721200942993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.266096293926239},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.17256611585617065},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.13940128684043884},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1258978545665741},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10897079110145569}],"concepts":[{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.8004977703094482},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.6442550420761108},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.5682075619697571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5596750378608704},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5147983431816101},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.47987809777259827},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.47652873396873474},{"id":"https://openalex.org/C189508267","wikidata":"https://www.wikidata.org/wiki/Q17088227","display_name":"Density estimation","level":3,"score":0.4696575701236725},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.46340489387512207},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44849491119384766},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.44449201226234436},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.43371185660362244},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39479005336761475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34176182746887207},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3298361599445343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28441721200942993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.266096293926239},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.17256611585617065},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.13940128684043884},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1258978545665741},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10897079110145569},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21062-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21062-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W750766922","https://openalex.org/W790679905","https://openalex.org/W1983026018","https://openalex.org/W2009086942","https://openalex.org/W2024522552","https://openalex.org/W2046695302","https://openalex.org/W2049633694","https://openalex.org/W2074796812","https://openalex.org/W2127821072","https://openalex.org/W2491995195","https://openalex.org/W2553399731","https://openalex.org/W2607144163","https://openalex.org/W2887271066","https://openalex.org/W2963920040","https://openalex.org/W2997847017","https://openalex.org/W3111445669","https://openalex.org/W4205622686","https://openalex.org/W4248240726","https://openalex.org/W6606467681"],"related_works":["https://openalex.org/W2130382565","https://openalex.org/W2390582229","https://openalex.org/W2074236736","https://openalex.org/W2371270764","https://openalex.org/W2378294561","https://openalex.org/W3213383573","https://openalex.org/W2158307424","https://openalex.org/W2891850914","https://openalex.org/W2095598077","https://openalex.org/W4309491171"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}