{"id":"https://openalex.org/W4394585814","doi":"https://doi.org/10.1109/tcomm.2024.3385922","title":"Effective Communication With Dynamic Feature Compression","display_name":"Effective Communication With Dynamic Feature Compression","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4394585814","doi":"https://doi.org/10.1109/tcomm.2024.3385922"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2024.3385922","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcomm.2024.3385922","pdf_url":"https://ieeexplore.ieee.org/ielx7/26/5497975/10494348.pdf","source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/26/5497975/10494348.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095044455","display_name":"Pietro Talli","orcid":"https://orcid.org/0009-0004-7823-5878"},"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"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pietro Talli","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041941653","display_name":"Francesco Pase","orcid":"https://orcid.org/0000-0003-0116-8852"},"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Pase","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031458924","display_name":"Federico Chiariotti","orcid":"https://orcid.org/0000-0002-7915-7275"},"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Chiariotti","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008187510","display_name":"Andr\u00e9a Zanella","orcid":"https://orcid.org/0000-0003-3671-5190"},"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Zanella","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005894115","display_name":"Michele Zorzi","orcid":"https://orcid.org/0000-0003-2870-4678"},"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Zorzi","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5095044455"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":null,"apc_paid":null,"fwci":4.1158,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9429803,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":"9","first_page":"5595","last_page":"5610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9979000091552734,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5545762181282043},{"id":"https://openalex.org/keywords/dynamic-range-compression","display_name":"Dynamic range compression","score":0.4666137099266052},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4446679353713989},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.41710662841796875},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4126972556114197},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2705393433570862},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2463752031326294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14460548758506775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5545762181282043},{"id":"https://openalex.org/C150178126","wikidata":"https://www.wikidata.org/wiki/Q18433212","display_name":"Dynamic range compression","level":2,"score":0.4666137099266052},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4446679353713989},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.41710662841796875},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4126972556114197},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2705393433570862},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2463752031326294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14460548758506775},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcomm.2024.3385922","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcomm.2024.3385922","pdf_url":"https://ieeexplore.ieee.org/ielx7/26/5497975/10494348.pdf","source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Communications","raw_type":"journal-article"},{"id":"pmh:oai:www.research.unipd.it:11577/3527676","is_oa":true,"landing_page_url":"https://hdl.handle.net/11577/3527676","pdf_url":"https://www.research.unipd.it/bitstream/11577/3527676/3/Effective_Communication_With_Dynamic_Feature_Compression.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tcomm.2024.3385922","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcomm.2024.3385922","pdf_url":"https://ieeexplore.ieee.org/ielx7/26/5497975/10494348.pdf","source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Communications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1681919632","display_name":null,"funder_award_id":"Italian NRRP SoE0000009 REDIAL","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2980388978","display_name":null,"funder_award_id":"PhD student","funder_id":"https://openalex.org/F4320320283","funder_display_name":"Imperial College London"},{"id":"https://openalex.org/G5619062389","display_name":null,"funder_award_id":"Italian NRRP PE0000001 RESTART","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320283","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321409","display_name":"Aalborg Universitet","ror":"https://ror.org/04m5j1k67"},{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"},{"id":"https://openalex.org/F4320324162","display_name":"Universit\u00e0 degli Studi di Ferrara","ror":"https://ror.org/041zkgm14"},{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394585814.pdf","grobid_xml":"https://content.openalex.org/works/W4394585814.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2044375425","https://openalex.org/W2099111195","https://openalex.org/W2145339207","https://openalex.org/W2168359464","https://openalex.org/W2752796333","https://openalex.org/W2878525925","https://openalex.org/W2946889564","https://openalex.org/W2978725006","https://openalex.org/W2979459011","https://openalex.org/W3021482604","https://openalex.org/W3034469748","https://openalex.org/W3036851434","https://openalex.org/W3044209767","https://openalex.org/W3129841468","https://openalex.org/W3134551618","https://openalex.org/W3136565895","https://openalex.org/W3137257456","https://openalex.org/W3176048614","https://openalex.org/W3214462705","https://openalex.org/W4214717370","https://openalex.org/W4312881208","https://openalex.org/W4312931298","https://openalex.org/W4313455370","https://openalex.org/W4376455152","https://openalex.org/W4381415989","https://openalex.org/W4384202283","https://openalex.org/W4386071940","https://openalex.org/W4386260454","https://openalex.org/W4393906088","https://openalex.org/W4399110640","https://openalex.org/W6640963894","https://openalex.org/W6712181171","https://openalex.org/W6757781149","https://openalex.org/W6809602052"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2156191292","https://openalex.org/W2186856222","https://openalex.org/W2734120287","https://openalex.org/W59583231"],"abstract_inverted_index":{"The":[0],"remote":[1,107],"wireless":[2,35],"control":[3,182],"of":[4,9,25,117,163,169],"industrial":[5],"systems":[6],"is":[7,65],"one":[8],"the":[10,22,34,44,52,115,125,131,155,160,164,167,174,178],"major":[11],"use":[12],"cases":[13],"for":[14],"5G":[15],"and":[16,120,144,166],"beyond":[17],"systems:":[18],"in":[19,79,98],"these":[20],"cases,":[21],"massive":[23],"amounts":[24],"sensory":[26,86],"information":[27,58],"that":[28],"need":[29],"to":[30,55,88,152],"be":[31],"shared":[32],"over":[33,189],"medium":[36],"may":[37],"overload":[38],"even":[39],"high-capacity":[40],"connections.":[41],"Consequently,":[42],"solving":[43],"<italic":[45],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[46],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">effective":[47],"communication</i>":[48],"problem":[49,133],"by":[50,134],"optimizing":[51],"transmission":[53],"strategy":[54],"discard":[56],"irrelevant":[57],"can":[59],"provide":[60],"a":[61,67,76,89,92,95,99,106,146,185],"significant":[62,186],"advantage,":[63],"but":[64],"often":[66],"very":[68],"complex":[69],"task.":[70],"In":[71],"this":[72],"work,":[73],"we":[74],"consider":[75],"prototypal":[77],"system":[78,127],"which":[80],"an":[81,136],"observer":[82],"must":[83],"communicate":[84],"its":[85],"data":[87],"robot":[90,97],"controlling":[91],"task":[93],"(e.g.,":[94],"mobile":[96],"factory).":[100],"We":[101,129,172],"then":[102],"model":[103],"it":[104],"as":[105],"Partially":[108],"Observable":[109],"Markov":[110],"Decision":[111],"Process":[112],"(POMDP),":[113],"considering":[114,135,158],"effect":[116],"adopting":[118],"semantic":[119],"effective":[121],"communication-oriented":[122],"solutions":[123],"on":[124,177],"overall":[126],"performance.":[128],"split":[130],"communication":[132],"ensemble":[137],"Vector":[138],"Quantized":[139],"Variational":[140],"Autoencoder":[141],"(VQ-VAE)":[142],"encoding,":[143],"train":[145],"Deep":[147],"Reinforcement":[148],"Learning":[149],"(DRL)":[150],"agent":[151],"dynamically":[153],"adapt":[154],"quantization":[156],"level,":[157],"both":[159],"current":[161],"state":[162],"environment":[165],"memory":[168],"past":[170],"messages.":[171],"tested":[173],"proposed":[175],"approach":[176],"well-known":[179],"CartPole":[180],"reference":[181],"problem,":[183],"obtaining":[184],"performance":[187],"increase":[188],"traditional":[190],"approaches.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}