{"id":"https://openalex.org/W3010663201","doi":"https://doi.org/10.1109/cdc40024.2019.9030255","title":"Granger Causality of Gaussian Signals from Quantized Measurements","display_name":"Granger Causality of Gaussian Signals from Quantized Measurements","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3010663201","doi":"https://doi.org/10.1109/cdc40024.2019.9030255","mag":"3010663201"},"language":"en","primary_location":{"id":"doi:10.1109/cdc40024.2019.9030255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9030255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11343/241850","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036152559","display_name":"Salman Ahmadi","orcid":"https://orcid.org/0000-0003-4281-1971"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Salman Ahmadi","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021984276","display_name":"Girish N. Nair","orcid":"https://orcid.org/0000-0002-4342-209X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Girish N. Nair","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038957766","display_name":"Erik Weyer","orcid":"https://orcid.org/0000-0003-4309-4337"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Erik Weyer","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036152559"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.504,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68064458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3587","last_page":"3592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.991599977016449,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.991599977016449,"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"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9891999959945679,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granger-causality","display_name":"Granger causality","score":0.8339718580245972},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.7614911794662476},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.667186439037323},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5709972381591797},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5057358741760254},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4811857342720032},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4810962378978729},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.45295533537864685},{"id":"https://openalex.org/keywords/markov-property","display_name":"Markov property","score":0.4284508228302002},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.41876840591430664},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4053521752357483},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.3456863760948181},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3276830017566681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3014737069606781},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.28600504994392395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19900590181350708},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09594380855560303}],"concepts":[{"id":"https://openalex.org/C129824826","wikidata":"https://www.wikidata.org/wiki/Q2630107","display_name":"Granger causality","level":2,"score":0.8339718580245972},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.7614911794662476},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.667186439037323},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5709972381591797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5057358741760254},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4811857342720032},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4810962378978729},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.45295533537864685},{"id":"https://openalex.org/C189973286","wikidata":"https://www.wikidata.org/wiki/Q176695","display_name":"Markov property","level":4,"score":0.4284508228302002},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.41876840591430664},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4053521752357483},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.3456863760948181},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3276830017566681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3014737069606781},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28600504994392395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19900590181350708},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09594380855560303},{"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/cdc40024.2019.9030255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9030255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/241850","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/241850","pdf_url":"http://hdl.handle.net/11343/241850","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/241850","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/241850","pdf_url":"http://hdl.handle.net/11343/241850","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"Conference Paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4099999964237213,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010663201.pdf","grobid_xml":"https://content.openalex.org/works/W3010663201.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1543037062","https://openalex.org/W1607114662","https://openalex.org/W1978570803","https://openalex.org/W2004026774","https://openalex.org/W2008532021","https://openalex.org/W2014677830","https://openalex.org/W2023824537","https://openalex.org/W2051281515","https://openalex.org/W2054444429","https://openalex.org/W2064980127","https://openalex.org/W2066400502","https://openalex.org/W2084008199","https://openalex.org/W2097064800","https://openalex.org/W2133391651","https://openalex.org/W2143428876","https://openalex.org/W2148036379","https://openalex.org/W2154674952","https://openalex.org/W2168614460","https://openalex.org/W2303332553","https://openalex.org/W2765215555","https://openalex.org/W2892944220","https://openalex.org/W2962693807","https://openalex.org/W2963675110","https://openalex.org/W2979011527","https://openalex.org/W4236023629","https://openalex.org/W4256619042","https://openalex.org/W6632416781"],"related_works":["https://openalex.org/W2134386692","https://openalex.org/W2194396582","https://openalex.org/W2082284720","https://openalex.org/W2116722627","https://openalex.org/W2537260108","https://openalex.org/W2379938888","https://openalex.org/W2566202039","https://openalex.org/W4233405330","https://openalex.org/W2792905593","https://openalex.org/W1510894296"],"abstract_inverted_index":{"An":[0],"approach":[1,64],"is":[2,31],"proposed":[3],"for":[4,23],"inferring":[5],"Granger":[6,46],"causality":[7,47],"between":[8,48],"jointly":[9],"stationary,":[10],"Gaussian":[11,29,73],"signals":[12,74],"from":[13,54],"quantized":[14,61],"data.":[15],"First,":[16],"a":[17,34,79],"necessary":[18],"and":[19],"sufficient":[20,39],"rank":[21],"criterion":[22],"the":[24,55,60,68,71],"equality":[25],"of":[26,59,70],"two":[27],"conditional":[28],"distributions":[30],"proved.":[32],"Assuming":[33],"partial":[35],"finite-order":[36],"Markov":[37],"property,":[38],"conditions":[40],"are":[41],"then":[42],"derived":[43],"under":[44],"which":[45],"them":[49],"can":[50],"be":[51,76,83],"reliably":[52],"inferred":[53],"second":[56],"order":[57],"moments":[58],"processes.":[62],"This":[63],"does":[65],"not":[66],"require":[67],"statistics":[69],"underlying":[72],"to":[75,82],"estimated,":[77],"or":[78],"system":[80],"model":[81],"identified.":[84]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
