{"id":"https://openalex.org/W2953143958","doi":"https://doi.org/10.1109/tnnls.2019.2918220","title":"Genetic Algorithm-Based Sensor Allocation With Nonlinear Centralized Fusion Observable Degree","display_name":"Genetic Algorithm-Based Sensor Allocation With Nonlinear Centralized Fusion Observable Degree","publication_year":2019,"publication_date":"2019-06-18","ids":{"openalex":"https://openalex.org/W2953143958","doi":"https://doi.org/10.1109/tnnls.2019.2918220","mag":"2953143958","pmid":"https://pubmed.ncbi.nlm.nih.gov/31226091"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2019.2918220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2918220","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5015027725","display_name":"Quanbo Ge","orcid":"https://orcid.org/0000-0002-6907-7837"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]},{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanbo Ge","raw_affiliation_strings":["School of Automation, Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China","Shenzhen Institute of Guangdong Ocean University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6907-7837","affiliations":[{"raw_affiliation_string":"School of Automation, Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Shenzhen Institute of Guangdong Ocean University, Shenzhen, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062534500","display_name":"Qinmin Yang","orcid":"https://orcid.org/0000-0002-1602-8986"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinmin Yang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1602-8986","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033343617","display_name":"Zhuo Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhuo","raw_affiliation_strings":["School of Automation, Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008077761","display_name":"Guanglun Liu","orcid":"https://orcid.org/0000-0003-2456-7901"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglun Liu","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051921942","display_name":"Shuaishuai Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaishuai Tang","raw_affiliation_strings":["School of Automation, Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Institute of Systems Science and Control Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1168,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83488112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":"12","first_page":"3665","last_page":"3673"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.691199004650116},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6534439921379089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.606533944606781},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5252817869186401},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5062910318374634},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.45349133014678955},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.4354846477508545},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41258376836776733},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38785335421562195},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3801407814025879},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2547995150089264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21400660276412964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12061205506324768}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.691199004650116},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6534439921379089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.606533944606781},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5252817869186401},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5062910318374634},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.45349133014678955},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.4354846477508545},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41258376836776733},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38785335421562195},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3801407814025879},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2547995150089264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21400660276412964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12061205506324768},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2019.2918220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2918220","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:31226091","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31226091","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1735902130","display_name":null,"funder_award_id":"51677047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2012690716","display_name":null,"funder_award_id":"61773147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3233356907","display_name":null,"funder_award_id":"LR17F030005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4194646891","display_name":null,"funder_award_id":"61673347","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G580648615","display_name":null,"funder_award_id":"U1609214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7611596349","display_name":null,"funder_award_id":"61751205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8987167353","display_name":null,"funder_award_id":"U1509203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1500661657","https://openalex.org/W1541288193","https://openalex.org/W1612040690","https://openalex.org/W1981009111","https://openalex.org/W1994368767","https://openalex.org/W2000219630","https://openalex.org/W2014503998","https://openalex.org/W2042996884","https://openalex.org/W2076616500","https://openalex.org/W2097571405","https://openalex.org/W2105934661","https://openalex.org/W2107335022","https://openalex.org/W2120268956","https://openalex.org/W2123487311","https://openalex.org/W2126423185","https://openalex.org/W2137170856","https://openalex.org/W2138896396","https://openalex.org/W2145862876","https://openalex.org/W2172678131","https://openalex.org/W2293955596","https://openalex.org/W2359811765","https://openalex.org/W2362270605","https://openalex.org/W2375142064","https://openalex.org/W2377819030","https://openalex.org/W2519944833","https://openalex.org/W2538064131","https://openalex.org/W2611596026","https://openalex.org/W2791822795","https://openalex.org/W2903465080","https://openalex.org/W2962924509","https://openalex.org/W3082934905","https://openalex.org/W6605650631","https://openalex.org/W6782638656","https://openalex.org/W6995429375","https://openalex.org/W7067332191"],"related_works":["https://openalex.org/W2103062922","https://openalex.org/W2103761320","https://openalex.org/W2162299404","https://openalex.org/W2358167375","https://openalex.org/W116564642","https://openalex.org/W1981649169","https://openalex.org/W1983380679","https://openalex.org/W2547078080","https://openalex.org/W2357354286","https://openalex.org/W2388705266"],"abstract_inverted_index":{"As":[0],"the":[1,7,10,20,35,41,46,51,60,65,76,95,103,127,133,147,151,156,161,164,170,176,180,185,195,212,219,222],"main":[2],"performance":[3,187],"self-evaluation":[4,61],"index":[5],"of":[6,24,64,91,163,166,172,182,221],"Kalman":[8,66,149],"filter,":[9,150],"estimation":[11,77,128],"error":[12],"covariance":[13],"(EEC)":[14],"has":[15],"been":[16],"used":[17],"to":[18,44,83,124,193,210],"design":[19],"allocation":[21,37,47],"cost":[22],"function":[23,62,207],"task":[25],"and":[26,89,120,155,184,188],"resources":[27],"for":[28,74,140,198],"sensor":[29,36,177,186,199],"tracking":[30],"networks.":[31],"For":[32],"nonlinear":[33,92,141,173],"systems,":[34,175],"method":[38],"based":[39],"on":[40,118,160],"EEC":[42,63,104],"needs":[43],"adjust":[45],"plans":[48],"after":[49],"obtaining":[50],"filtering":[52,67],"results.":[53],"Meanwhile,":[54],"recent":[55],"investigations":[56],"have":[57],"indicated":[58],"that":[59],"is":[68,113,143,208],"universally":[69],"inapplicable":[70],"in":[71,85],"practical":[72],"applications,":[73],"which":[75],"models":[78],"are":[79,190],"generally":[80],"mismatched":[81],"due":[82],"difficulty":[84],"accurately":[86],"training":[87],"parameters":[88],"approximation":[90],"systems.":[93,168],"Thereby,":[94],"sensors":[96],"cannot":[97],"be":[98,122],"properly":[99],"allocated":[100],"by":[101,145],"using":[102,146],"as":[105],"a":[106,114],"preliminary":[107],"criterion.":[108],"Alternatively,":[109],"observable":[110],"degree":[111],"(OD)":[112],"naturally":[115],"quantitative":[116],"measure":[117,126],"observability":[119],"can":[121],"utilized":[123],"effectively":[125],"performance.":[129],"In":[130],"this":[131],"paper,":[132],"OD":[134,171],"analysis":[135],"with":[136,204],"scale":[137],"transform":[138],"invariance":[139],"systems":[142],"studied":[144],"unscented":[148],"pseudostate":[152],"transition":[153],"matrix,":[154],"pseudo":[157],"observation":[158],"matrix":[159],"basis":[162],"results":[165],"linear":[167],"Afterward,":[169],"fusion":[174],"utilization":[178],"efficiency,":[179],"priority":[181],"tasks,":[183],"sensitivity":[189],"jointly":[191],"considered":[192],"formulate":[194],"optimization":[196,213],"problem":[197],"allocation.":[200],"The":[201],"genetic":[202],"algorithm":[203],"intelligent":[205],"learning":[206],"employed":[209],"solve":[211],"problem.":[214],"Moreover,":[215],"extensive":[216],"simulation":[217],"demonstrates":[218],"feasibility":[220],"proposed":[223],"approach.":[224]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
