{"id":"https://openalex.org/W4385696272","doi":"https://doi.org/10.1109/tac.2023.3303816","title":"Topology Inference for Network Systems: Causality Perspective and Nonasymptotic Performance","display_name":"Topology Inference for Network Systems: Causality Perspective and Nonasymptotic Performance","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385696272","doi":"https://doi.org/10.1109/tac.2023.3303816"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2023.3303816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2023.3303816","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"},"type":"article","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/A5100710084","display_name":"Yushan Li","orcid":"https://orcid.org/0000-0001-8795-850X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yushan Li","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004668792","display_name":"Jianping He","orcid":"https://orcid.org/0000-0002-6253-7802"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping He","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038267080","display_name":"Cailian Chen","orcid":"https://orcid.org/0000-0001-6533-8713"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cailian Chen","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100690710","display_name":"Xinping Guan","orcid":"https://orcid.org/0009-0006-6233-8762"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinping Guan","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100710084"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.5393,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82843272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"69","issue":"6","first_page":"3483","last_page":"3498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9775000214576721,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.804443359375},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.606529176235199},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5829601287841797},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5327102541923523},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5049708485603333},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.4454115033149719},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.43972504138946533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43266937136650085},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3978305757045746},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37980109453201294},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.33372095227241516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17976173758506775},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11365208029747009}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.804443359375},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.606529176235199},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5829601287841797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5327102541923523},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5049708485603333},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.4454115033149719},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.43972504138946533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43266937136650085},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3978305757045746},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37980109453201294},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.33372095227241516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17976173758506775},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11365208029747009},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2023.3303816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2023.3303816","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1705705081","display_name":null,"funder_award_id":"61933009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4635122474","display_name":null,"funder_award_id":"61973218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5605764086","display_name":null,"funder_award_id":"62025305","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5935165963","display_name":null,"funder_award_id":"92167205","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":50,"referenced_works":["https://openalex.org/W1577111082","https://openalex.org/W1864806140","https://openalex.org/W2008229822","https://openalex.org/W2015881065","https://openalex.org/W2022704310","https://openalex.org/W2060335493","https://openalex.org/W2068000292","https://openalex.org/W2077352053","https://openalex.org/W2125668987","https://openalex.org/W2132555912","https://openalex.org/W2133280087","https://openalex.org/W2140738143","https://openalex.org/W2160643434","https://openalex.org/W2284915482","https://openalex.org/W2319568793","https://openalex.org/W2463327569","https://openalex.org/W2561429711","https://openalex.org/W2593294478","https://openalex.org/W2615556757","https://openalex.org/W2798585159","https://openalex.org/W2804375450","https://openalex.org/W2804403193","https://openalex.org/W2892862852","https://openalex.org/W2913056304","https://openalex.org/W2962759781","https://openalex.org/W2963154395","https://openalex.org/W2963384510","https://openalex.org/W2963394349","https://openalex.org/W2963686183","https://openalex.org/W2963819503","https://openalex.org/W2963961293","https://openalex.org/W2972915637","https://openalex.org/W2980082154","https://openalex.org/W2994097903","https://openalex.org/W3014807341","https://openalex.org/W3098315470","https://openalex.org/W3099892812","https://openalex.org/W3100013995","https://openalex.org/W3100282875","https://openalex.org/W3100692477","https://openalex.org/W3112870281","https://openalex.org/W3123265783","https://openalex.org/W3128807880","https://openalex.org/W4205987271","https://openalex.org/W4210611459","https://openalex.org/W4231367092","https://openalex.org/W4316661137","https://openalex.org/W6638533878","https://openalex.org/W6756955122","https://openalex.org/W6785767508"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4323768008","https://openalex.org/W1941703695","https://openalex.org/W4285230481","https://openalex.org/W2081494945","https://openalex.org/W2389053294","https://openalex.org/W3131574667","https://openalex.org/W2086397253","https://openalex.org/W1970893504"],"abstract_inverted_index":{"Topology":[0],"inference":[1,76,119],"for":[2,53,64,131],"network":[3],"systems":[4],"(NSs)":[5],"plays":[6],"a":[7,16,24,28,65,88],"crucial":[8],"role":[9],"in":[10,111],"many":[11],"areas.":[12],"This":[13],"paper":[14],"advocates":[15],"causality-based":[17],"method":[18,81,107,128],"based":[19],"on":[20,138],"noisy":[21],"observations":[22,115],"from":[23],"single":[25,66],"trajectory":[26],"of":[27,78,126,160],"NS,":[29],"which":[30],"is":[31,129],"represented":[32],"by":[33,82],"the":[34,49,57,74,79,84,105,149,158,161],"state-space":[35],"model":[36],"with":[37,48,69,140,154],"general":[38],"directed":[39],"topology.":[40],"Specifically,":[41],"we":[42,72],"first":[43],"prove":[44],"its":[45],"close":[46],"relationships":[47],"ideal":[50],"Granger":[51],"estimator":[52,63,86],"multiple":[54],"trajectories":[55],"and":[56,93,101,116,152],"traditional":[58],"ordinary":[59],"least":[60],"squares":[61],"(OLS)":[62],"trajectory.":[67],"Along":[68],"this":[70],"line,":[71],"analyze":[73],"non-asymptotic":[75],"performance":[77,110],"proposed":[80,106,162],"taking":[83],"OLS":[85],"as":[87],"reference,":[89],"covering":[90],"both":[91],"asymptotically":[92],"marginally":[94],"stable":[95],"systems.":[96],"The":[97],"derived":[98],"convergence":[99],"rates":[100],"accuracy":[102],"results":[103],"suggest":[104],"has":[108],"better":[109],"addressing":[112],"potentially":[113],"correlated":[114],"achieves":[117],"zero":[118],"error":[120],"asymptotically.":[121],"Besides,":[122],"an":[123],"online/recursive":[124],"version":[125],"our":[127],"established":[130],"efficient":[132],"computation":[133],"or":[134],"time-varying":[135],"cases.":[136],"Extensions":[137],"NSs":[139],"nonlinear":[141],"dynamics":[142],"are":[143],"also":[144],"discussed.":[145],"Comprehensive":[146],"tests":[147],"corroborate":[148],"theoretical":[150],"findings":[151],"comparisons":[153],"other":[155],"algorithms":[156],"highlight":[157],"superiority":[159],"method.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}