{"id":"https://openalex.org/W4407950980","doi":"https://doi.org/10.1109/cdc56724.2024.10886647","title":"Input-Output Data-Driven Sensor Selection","display_name":"Input-Output Data-Driven Sensor Selection","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407950980","doi":"https://doi.org/10.1109/cdc56724.2024.10886647"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-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/A5068923749","display_name":"Filippos Fotiadis","orcid":"https://orcid.org/0000-0002-9239-3387"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Filippos Fotiadis","raw_affiliation_strings":["Georgia Institute of Technology,School of Aerospace Engineering,Atlanta,GA,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,School of Aerospace Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040301558","display_name":"Kyriakos G. Vamvoudakis","orcid":"https://orcid.org/0000-0003-1978-4848"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyriakos G. Vamvoudakis","raw_affiliation_strings":["Georgia Institute of Technology,School of Aerospace Engineering,Atlanta,GA,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,School of Aerospace Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068923749"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32777161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4506","last_page":"4511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9592000246047974,"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"}},"topics":[{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9592000246047974,"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":0.9574000239372253,"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/computer-science","display_name":"Computer science","score":0.6263960599899292},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5312053561210632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23809677362442017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6263960599899292},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5312053561210632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23809677362442017}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1968410787","https://openalex.org/W1968908471","https://openalex.org/W1972809999","https://openalex.org/W1994703549","https://openalex.org/W2058590322","https://openalex.org/W2141807041","https://openalex.org/W2142758015","https://openalex.org/W2149713648","https://openalex.org/W2151966330","https://openalex.org/W2158914121","https://openalex.org/W2528405353","https://openalex.org/W2772589676","https://openalex.org/W2782592722","https://openalex.org/W2798791976","https://openalex.org/W2810138448","https://openalex.org/W2921750014","https://openalex.org/W3011766307","https://openalex.org/W3030409210","https://openalex.org/W3031119141","https://openalex.org/W3034829516","https://openalex.org/W3164982507","https://openalex.org/W3194125948","https://openalex.org/W4210654237","https://openalex.org/W4291011676","https://openalex.org/W4382402912","https://openalex.org/W4387853513","https://openalex.org/W4388520166","https://openalex.org/W4391812713","https://openalex.org/W4400228470","https://openalex.org/W6747021314"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,15],"this":[1,75,106],"paper,":[2],"we":[3,104,118],"design":[4],"a":[5,17,23,63,81,90,132],"learning-based":[6],"sensor":[7,59],"selection":[8],"procedure":[9],"for":[10,128],"an":[11],"unknown":[12],"cyber-physical":[13],"system.":[14],"particular,":[16],"set":[18,82],"of":[19,25,27,36,42,49,57,74,83,146],"sensors":[20,127],"that":[21,71,92],"maximize":[22],"metric":[24,41,76,110],"observability":[26,43],"the":[28,37,47,50,55,58,72,99,109,120,125,129,144,147],"system":[29,100,130],"is":[30,44,69,89,101],"chosen,":[31],"but":[32],"without":[33],"using":[34],"knowledge":[35],"system\u2019s":[38],"dynamics.":[39],"The":[40],"related":[45],"to":[46,79,114,123,142],"notion":[48],"${\\mathcal{H}}_{2}$":[51],"norm,":[52],"which":[53],"quantifies":[54],"strength":[56],"signals":[60],"generated":[61],"under":[62],"given":[64],"control":[65],"input":[66],"excitation.":[67],"It":[68],"shown":[70],"evaluation":[73],"boils":[77],"down":[78],"solving":[80],"model-based":[84],"Lyapunov":[85],"equations":[86],"which,":[87],"however,":[88],"task":[91],"cannot":[93],"be":[94],"carried":[95],"out":[96],"directly":[97],"since":[98],"unknown.":[102],"Nevertheless,":[103],"tackle":[105],"by":[107],"expressing":[108],"solely":[111],"with":[112],"respect":[113],"input-output":[115],"data,":[116],"and":[117,135],"use":[119],"new":[121],"expression":[122],"choose":[124],"best":[126],"in":[131,136],"model-free":[133],"manner,":[134],"polynomial":[137],"time.":[138],"Simulations":[139],"are":[140],"performed":[141],"demonstrate":[143],"efficiency":[145],"proposed":[148],"approach.":[149]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
