{"id":"https://openalex.org/W4402156302","doi":"https://doi.org/10.1109/icc51166.2024.10622706","title":"Task-Oriented Communication for Multi-Device Edge Inference: A Maximal Coding Rate Reduction Approach","display_name":"Task-Oriented Communication for Multi-Device Edge Inference: A Maximal Coding Rate Reduction Approach","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156302","doi":"https://doi.org/10.1109/icc51166.2024.10622706"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622706","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5025768813","display_name":"Chang Cai","orcid":"https://orcid.org/0000-0002-7933-9132"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chang Cai","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Information Engineering,Shatin,N.T.,Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Information Engineering,Shatin,N.T.,Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063946480","display_name":"Xiaojun Yuan","orcid":"https://orcid.org/0000-0002-0433-6535"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Yuan","raw_affiliation_strings":["Uni. of Electronic Sci. and Tech. of China,National Key Lab. of Wireless Commun.,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uni. of Electronic Sci. and Tech. of China,National Key Lab. of Wireless Commun.,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004874287","display_name":"Ying\u2013Jun Angela Zhang","orcid":"https://orcid.org/0000-0002-7304-6849"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ying-Jun Angela Zhang","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Information Engineering,Shatin,N.T.,Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Information Engineering,Shatin,N.T.,Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9271,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67285361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"33","issue":null,"first_page":"5628","last_page":"5633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7173012495040894},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6966036558151245},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6548093557357788},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5657669305801392},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5366242527961731},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.47291383147239685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2748618423938751},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1717606484889984},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12329354882240295},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08316993713378906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7173012495040894},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6966036558151245},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6548093557357788},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5657669305801392},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5366242527961731},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.47291383147239685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2748618423938751},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1717606484889984},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12329354882240295},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08316993713378906},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622706","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3630816870","display_name":null,"funder_award_id":"2021YFB2900404","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1920022804","https://openalex.org/W1970830346","https://openalex.org/W2163844889","https://openalex.org/W2164931791","https://openalex.org/W2946889564","https://openalex.org/W3036851434","https://openalex.org/W3197326271","https://openalex.org/W3214462705","https://openalex.org/W4226115138","https://openalex.org/W4384158467","https://openalex.org/W4402742563","https://openalex.org/W6780322082"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W2532234348","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W2156919374","https://openalex.org/W1984019423","https://openalex.org/W108084911"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,67,82],"consider":[4],"a":[5,14,69,92,116],"task-oriented":[6,180],"communication":[7,28,75,177,181],"system":[8],"for":[9,122,167],"multi-device":[10],"edge":[11],"inference":[12,39,97],"over":[13],"multiple-input":[15],"multiple-output":[16],"(MIMO)":[17],"multiple-access":[18],"channel,":[19,56],"where":[20],"the":[21,35,49,53,78,84,96,105,111,126,130,134,140,149,153,165,171],"learning":[22,43,73,112,143,175],"(feature":[23],"encoding":[24,136],"and":[25,27,52,64,74,144,176],"classification)":[26],"(precoding)":[29],"modules":[30,46],"are":[31],"designed":[32],"to":[33,76,94,102,157],"achieve":[34,77],"same":[36],"goal":[37],"of":[38,44,72,133,142,152,174],"accuracy":[40],"maximization.":[41],"End-to-end":[42],"these":[45],"involves":[47],"both":[48],"task":[50],"dataset":[51],"time-varying":[54],"wireless":[55],"which":[57,99],"may":[58],"result":[59],"in":[60,179],"unaffordable":[61],"training":[62],"overhead":[63],"complexity.":[65],"Instead,":[66],"advocate":[68],"modular":[70],"design":[71],"consistent":[79],"goal.":[80],"Specifically,":[81],"leverage":[83],"maximal":[85],"coding":[86],"rate":[87],"reduction":[88],"(MCR2)":[89],"objective":[90],"as":[91],"surrogate":[93],"represent":[95],"accuracy,":[98],"allows":[100],"us":[101],"explicitly":[103],"formulate":[104],"precoding":[106],"optimization":[107],"problem":[108],"separated":[109],"from":[110],"design.":[113],"We":[114],"develop":[115],"block":[117],"coordinate":[118],"ascent":[119],"(BCA)":[120],"algorithm":[121],"efficient":[123],"problem-solving.":[124],"Moreover,":[125],"MCR2objective":[127],"also":[128],"serves":[129],"loss":[131],"function":[132],"feature":[135],"network,":[137],"thus":[138],"unifying":[139],"objectives":[141,178],"communication.":[145],"Simulation":[146],"results":[147],"demonstrate":[148],"superior":[150],"performance":[151],"proposed":[154],"method":[155],"compared":[156],"various":[158],"baselines.":[159],"As":[160],"such,":[161],"our":[162],"work":[163],"paves":[164],"way":[166],"further":[168],"exploration":[169],"into":[170],"synergistic":[172],"alignment":[173],"systems.":[182],"Code":[183],"is":[184],"available":[185],"at":[186],"https://github.com/chang-cai/TaskCommMCR2.":[187]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}