{"id":"https://openalex.org/W4283763639","doi":"https://doi.org/10.1109/medcomnet55087.2022.9810457","title":"Modeling Value of Information in Remote Sensing from Correlated Sources","display_name":"Modeling Value of Information in Remote Sensing from Correlated Sources","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4283763639","doi":"https://doi.org/10.1109/medcomnet55087.2022.9810457"},"language":"en","primary_location":{"id":"doi:10.1109/medcomnet55087.2022.9810457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/medcomnet55087.2022.9810457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 20th Mediterranean Communication and Computer Networking Conference (MedComNet)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11577/3454904","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051517522","display_name":"Alberto Zancanaro","orcid":"https://orcid.org/0000-0002-5276-7030"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alberto Zancanaro","raw_affiliation_strings":["University of Padova,Dept. of Information Engineering (DEI),Italy","Dept. of Information Engineering (DEI), University of Padova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Padova,Dept. of Information Engineering (DEI),Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"Dept. of Information Engineering (DEI), University of Padova, Italy","institution_ids":["https://openalex.org/I138689650","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034563842","display_name":"Giulia Cisotto","orcid":"https://orcid.org/0000-0002-9554-9367"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Cisotto","raw_affiliation_strings":["University of Milano-Bicocca,Dept. of Informatics, Systems and Communication (DISCo),Italy","Dept. of Informatics, Systems and Communication (DISCo), University of Milano-Bicocca, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Dept. of Informatics, Systems and Communication (DISCo),Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Dept. of Informatics, Systems and Communication (DISCo), University of Milano-Bicocca, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091395562","display_name":"Leonardo Badia","orcid":"https://orcid.org/0000-0001-5770-1199"},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Badia","raw_affiliation_strings":["University of Padova,Dept. of Information Engineering (DEI),Italy","Dept. of Information Engineering (DEI), University of Padova, Italy"],"affiliations":[{"raw_affiliation_string":"University of Padova,Dept. of Information Engineering (DEI),Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"Dept. of Information Engineering (DEI), University of Padova, Italy","institution_ids":["https://openalex.org/I138689650","https://openalex.org/I4210127672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051517522"],"corresponding_institution_ids":["https://openalex.org/I138689650","https://openalex.org/I4210127672"],"apc_list":null,"apc_paid":null,"fwci":1.8551,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85766591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9998999834060669,"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/T13553","display_name":"Age of Information Optimization","score":0.9998999834060669,"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/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9072999954223633,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.9046000242233276,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.755574643611908},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7531249523162842},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6458664536476135},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6204487085342407},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5666186213493347},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5486399531364441},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5228210687637329},{"id":"https://openalex.org/keywords/value-of-information","display_name":"Value of information","score":0.4212304949760437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.282064288854599},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23997756838798523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1107088029384613},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08434146642684937},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07493537664413452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755574643611908},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7531249523162842},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6458664536476135},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6204487085342407},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5666186213493347},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5486399531364441},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5228210687637329},{"id":"https://openalex.org/C92424840","wikidata":"https://www.wikidata.org/wiki/Q7912772","display_name":"Value of information","level":2,"score":0.4212304949760437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.282064288854599},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23997756838798523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1107088029384613},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08434146642684937},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07493537664413452},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/medcomnet55087.2022.9810457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/medcomnet55087.2022.9810457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 20th Mediterranean Communication and Computer Networking Conference (MedComNet)","raw_type":"proceedings-article"},{"id":"pmh:oai:arts.units.it:11368/3111966","is_oa":false,"landing_page_url":"https://hdl.handle.net/11368/3111966","pdf_url":null,"source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:boa.unimib.it:10281/391758","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/391758","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.research.unipd.it:11577/3454904","is_oa":true,"landing_page_url":"http://hdl.handle.net/11577/3454904","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:www.research.unipd.it:11577/3454904","is_oa":true,"landing_page_url":"http://hdl.handle.net/11577/3454904","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1970679118","https://openalex.org/W1993918491","https://openalex.org/W2087406010","https://openalex.org/W2098334321","https://openalex.org/W2110223995","https://openalex.org/W2496219800","https://openalex.org/W2588468001","https://openalex.org/W2792823915","https://openalex.org/W2867820427","https://openalex.org/W2889679132","https://openalex.org/W2898356778","https://openalex.org/W2910667961","https://openalex.org/W2916129379","https://openalex.org/W2922356761","https://openalex.org/W2922422094","https://openalex.org/W2945060270","https://openalex.org/W2963028458","https://openalex.org/W2963976574","https://openalex.org/W2972133898","https://openalex.org/W2974930049","https://openalex.org/W2975374931","https://openalex.org/W3019450228","https://openalex.org/W3036991358","https://openalex.org/W3038265563","https://openalex.org/W3096131516","https://openalex.org/W3122128387","https://openalex.org/W3160812247","https://openalex.org/W4200260974","https://openalex.org/W4206364121"],"related_works":["https://openalex.org/W1660242800","https://openalex.org/W2077211377","https://openalex.org/W1006270037","https://openalex.org/W3152686072","https://openalex.org/W3129238073","https://openalex.org/W2379651310","https://openalex.org/W2113019827","https://openalex.org/W1541249122","https://openalex.org/W2413828414","https://openalex.org/W2367222340"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"remote":[3],"sensing":[4],"networks":[5],"and":[6,51,64],"discusses":[7],"different":[8],"models":[9],"to":[10,58,109],"characterize":[11],"the":[12,23,27,33,37,44,52,67,98,104,116],"Value":[13],"of":[14,41,54,62,69,100,121],"Information":[15,42],"(VoI),":[16],"a":[17,82,111],"metric":[18,77],"that":[19,114],"describes":[20],"how":[21,75,90],"informative":[22],"data":[24],"transmitted":[25],"by":[26,96],"sensors":[28,71],"are.":[29],"For":[30],"each":[31],"sensor,":[32],"VoI":[34,68,122],"evaluations":[35],"comprise":[36],"average":[38,45],"node-specific":[39],"Age":[40],"(AoI),":[43],"cost":[46],"spent":[47],"for":[48],"sending":[49],"updates,":[50],"AoI":[53],"neighbor":[55,101],"nodes,":[56],"assumed":[57],"be":[59,79,94],"correlated":[60],"sources":[61],"information":[63],"therefore":[65],"benefiting":[66],"other":[70],"nearby.":[72],"We":[73],"discuss":[74],"this":[76,91],"can":[78,93],"tracked":[80],"through":[81],"two-dimensional":[83],"Markov":[84],"chain,":[85],"but":[86],"we":[87],"also":[88],"show":[89],"representation":[92],"simplified":[95],"including":[97],"impact":[99],"nodes":[102],"within":[103],"transition":[105],"probabilities,":[106],"so":[107],"as":[108],"obtain":[110],"simpler":[112],"model":[113],"gives":[115],"same":[117],"insight":[118],"in":[119],"terms":[120],"evaluations.":[123]},"counts_by_year":[{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2022-07-02T00:00:00"}