{"id":"https://openalex.org/W2434470553","doi":"https://doi.org/10.1109/ita.2016.7888147","title":"Fundamental Limits of Remote Estimation of Autoregressive Markov Processes Under Communication Constraints","display_name":"Fundamental Limits of Remote Estimation of Autoregressive Markov Processes Under Communication Constraints","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2434470553","doi":"https://doi.org/10.1109/ita.2016.7888147","mag":"2434470553"},"language":"en","primary_location":{"id":"doi:10.1109/ita.2016.7888147","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ita.2016.7888147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Information Theory and Applications Workshop (ITA)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1505.04829","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089152829","display_name":"Jhelum Chakravorty","orcid":"https://orcid.org/0000-0001-5311-9046"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jhelum Chakravorty","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University, QC, Canada","[Department of Electrical & Computer Engineering, McGill University, Montreal, QC, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University, QC, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"[Department of Electrical & Computer Engineering, McGill University, Montreal, QC, Canada]","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005770424","display_name":"Aditya Mahajan","orcid":"https://orcid.org/0000-0001-8125-1191"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aditya Mahajan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University, QC, Canada","[Department of Electrical & Computer Engineering, McGill University, Montreal, QC, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University, QC, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"[Department of Electrical & Computer Engineering, McGill University, Montreal, QC, Canada]","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05875859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"62","issue":"3","first_page":"1","last_page":"1124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9790999889373779,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9790999889373779,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9513000249862671,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9190999865531921,"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/estimator","display_name":"Estimator","score":0.6668617129325867},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6596091985702515},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.6565660238265991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5340594053268433},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.51804518699646},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5000498294830322},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.48854002356529236},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.47346892952919006},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.43946966528892517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35409122705459595},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19028973579406738},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15705814957618713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.06980901956558228}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6668617129325867},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6596091985702515},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.6565660238265991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5340594053268433},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.51804518699646},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5000498294830322},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.48854002356529236},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.47346892952919006},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.43946966528892517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35409122705459595},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19028973579406738},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15705814957618713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.06980901956558228},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/ita.2016.7888147","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ita.2016.7888147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Information Theory and Applications Workshop (ITA)","raw_type":"proceedings-article"},{"id":"doi:10.1109/tac.2016.2580589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2016.2580589","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"},{"id":"pmh:oai:arXiv.org:1505.04829","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1505.04829","pdf_url":"https://arxiv.org/pdf/1505.04829","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2434470553","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1505.04829.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1505.04829","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1505.04829","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1505.04829","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1505.04829","pdf_url":"https://arxiv.org/pdf/1505.04829","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G395566699","display_name":null,"funder_award_id":"PR-173396","funder_id":"https://openalex.org/F4320334841","funder_display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies"}],"funders":[{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2434470553.pdf","grobid_xml":"https://content.openalex.org/works/W2434470553.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W11542305","https://openalex.org/W23471683","https://openalex.org/W94565311","https://openalex.org/W389907844","https://openalex.org/W1685524015","https://openalex.org/W1971827710","https://openalex.org/W1980637184","https://openalex.org/W1996592945","https://openalex.org/W1996765007","https://openalex.org/W1999680158","https://openalex.org/W2001315834","https://openalex.org/W2003308588","https://openalex.org/W2004640191","https://openalex.org/W2010654234","https://openalex.org/W2012726532","https://openalex.org/W2028329278","https://openalex.org/W2041295460","https://openalex.org/W2045264666","https://openalex.org/W2057467090","https://openalex.org/W2080096734","https://openalex.org/W2082794610","https://openalex.org/W2096352571","https://openalex.org/W2098123283","https://openalex.org/W2110647183","https://openalex.org/W2113565728","https://openalex.org/W2113846837","https://openalex.org/W2116343044","https://openalex.org/W2119058356","https://openalex.org/W2124871025","https://openalex.org/W2129617286","https://openalex.org/W2133472798","https://openalex.org/W2136277139","https://openalex.org/W2137154577","https://openalex.org/W2155502195","https://openalex.org/W2168228312","https://openalex.org/W2169811528","https://openalex.org/W2239929133","https://openalex.org/W2334782222","https://openalex.org/W2489331928","https://openalex.org/W2545307665","https://openalex.org/W2553934601","https://openalex.org/W2953663055","https://openalex.org/W2963674785","https://openalex.org/W2964201338","https://openalex.org/W4233879328","https://openalex.org/W6600478986","https://openalex.org/W6682759254","https://openalex.org/W6732956200"],"related_works":["https://openalex.org/W282198733","https://openalex.org/W2601721416","https://openalex.org/W1980732596","https://openalex.org/W2110647183","https://openalex.org/W2952619061","https://openalex.org/W2952519879","https://openalex.org/W1601952149","https://openalex.org/W2014841900","https://openalex.org/W2065358316","https://openalex.org/W2265807044","https://openalex.org/W2169811528","https://openalex.org/W2889215878","https://openalex.org/W2122730581","https://openalex.org/W2035461777","https://openalex.org/W2993004403","https://openalex.org/W1570404987","https://openalex.org/W2883336426","https://openalex.org/W1972405205","https://openalex.org/W2567036401","https://openalex.org/W2344639242"],"abstract_inverted_index":{"The":[0,15,26,62],"fundamental":[1,88,147],"limits":[2,89,148],"of":[3,6,20,52,90,116,131],"remote":[4,16],"estimation":[5,17,85,119,138,142],"autoregressive":[7,31],"Markov":[8,32,54,66],"processes":[9],"under":[10],"communication":[11,82,117],"constraints":[12],"are":[13,93,149],"presented.":[14],"system":[18],"consists":[19],"a":[21,29,36,75,79,125],"sensor":[22,27,46],"and":[23,38,84,100,141],"an":[24],"estimator.":[25],"observes":[28],"discrete-time":[30],"process":[33,55,67],"driven":[34],"by":[35],"symmetric":[37],"unimodal":[39],"innovations":[40],"process.":[41],"At":[42],"each":[43,106],"time,":[44],"the":[45,49,53,65,70,112,128,135],"either":[47],"transmits":[48],"current":[50],"state":[51],"or":[56],"does":[57],"not":[58],"transmit":[59],"at":[60],"all.":[61],"estimator":[63],"estimates":[64],"based":[68],"on":[69,127],"transmitted":[71],"observations.":[72],"In":[73],"such":[74],"system,":[76],"there":[77,123],"is":[78,108,124],"trade-off":[80,92],"between":[81],"cost":[83,99,102,115],"accuracy.":[86],"Two":[87],"this":[91],"characterized":[94],"for":[95],"infinite":[96],"horizon":[97],"discounted":[98],"average":[101,129],"setups.":[103],"First,":[104],"when":[105,122],"transmission":[107],"costly,":[109],"we":[110,133],"characterize":[111,134],"minimum":[113,136],"achievable":[114,137],"plus":[118],"error.":[120,139],"Second,":[121],"constraint":[126],"number":[130],"transmissions,":[132],"Transmission":[140],"strategies":[143],"that":[144],"achieve":[145],"these":[146],"also":[150],"identified.":[151]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
