{"id":"https://openalex.org/W4402156690","doi":"https://doi.org/10.1109/icc51166.2024.10622545","title":"Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication","display_name":"Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156690","doi":"https://doi.org/10.1109/icc51166.2024.10622545"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622545","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":"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/A5081508627","display_name":"Shisheng Hu","orcid":"https://orcid.org/0009-0004-4483-6958"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shisheng Hu","raw_affiliation_strings":["University of Waterloo,Department of Electrical and Computer Engineering,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Department of Electrical and Computer Engineering,Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086403520","display_name":"Jie Gao","orcid":"https://orcid.org/0000-0001-6095-2968"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jie Gao","raw_affiliation_strings":["School of Information Technology, Carleton University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Carleton University,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052371725","display_name":"Xinyu Huang","orcid":"https://orcid.org/0000-0003-4200-8943"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xinyu Huang","raw_affiliation_strings":["University of Waterloo,Department of Electrical and Computer Engineering,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Department of Electrical and Computer Engineering,Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074493410","display_name":"Mushu Li","orcid":"https://orcid.org/0000-0002-9694-3294"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mushu Li","raw_affiliation_strings":["Toronto Metropolitan University,Department of Electrical, Computer, and Biomedical Engineering,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toronto Metropolitan University,Department of Electrical, Computer, and Biomedical Engineering,Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047942353","display_name":"Kaige Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kaige Qu","raw_affiliation_strings":["University of Waterloo,Department of Electrical and Computer Engineering,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Department of Electrical and Computer Engineering,Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039199386","display_name":"Conghao Zhou","orcid":"https://orcid.org/0000-0002-5727-2432"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Conghao Zhou","raw_affiliation_strings":["University of Waterloo,Department of Electrical and Computer Engineering,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Department of Electrical and Computer Engineering,Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["University of Waterloo,Department of Electrical and Computer Engineering,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Department of Electrical and Computer Engineering,Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1137,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77849038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5646","last_page":"5651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9800000190734863,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9800000190734863,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9649999737739563,"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/T11932","display_name":"Wireless Body Area Networks","score":0.906000018119812,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.6629189848899841},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5390384197235107},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5080795288085938},{"id":"https://openalex.org/keywords/user-centered-design","display_name":"User-centered design","score":0.4363386631011963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2527250349521637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6629189848899841},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5390384197235107},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5080795288085938},{"id":"https://openalex.org/C161772715","wikidata":"https://www.wikidata.org/wiki/Q1136996","display_name":"User-centered design","level":2,"score":0.4363386631011963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2527250349521637}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622545","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1964590153","https://openalex.org/W3046522680","https://openalex.org/W3191408443","https://openalex.org/W3194620979","https://openalex.org/W4205946715","https://openalex.org/W4220782210","https://openalex.org/W4298127584","https://openalex.org/W4312772811","https://openalex.org/W4315630441","https://openalex.org/W4317794926","https://openalex.org/W4321488358","https://openalex.org/W4378421727","https://openalex.org/W4384158403","https://openalex.org/W4387010008"],"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/W2001405890","https://openalex.org/W4312721131","https://openalex.org/W4389400787","https://openalex.org/W1582393312"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,31,38,45],"digital":[6],"twin":[7],"(DT)-based":[8],"user-centric":[9],"approach":[10,171],"for":[11,66,115],"processing":[12],"sensing":[13,18,50,108,112],"data":[14,58,68,73,109,113],"in":[15,172],"an":[16,27],"integrated":[17],"and":[19,37,111],"communication":[20],"(ISAC)":[21],"system.":[22],"The":[23],"considered":[24],"scenario":[25],"involves":[26],"ISAC":[28,53,123],"device":[29,54,124],"with":[30,44,72,149],"lightweight":[32,79],"deep":[33],"neural":[34],"network":[35],"(DNN)":[36],"mobile":[39],"edge":[40],"computing":[41],"(MEC)":[42],"server":[43,65,76,101],"large":[46],"DNN.":[47],"After":[48],"collecting":[49],"data,":[51],"the":[52,57,64,75,78,93,99,116,122,129,135,140,145,164,168],"either":[55],"processes":[56],"locally":[59],"or":[60],"uploads":[61],"them":[62],"to":[63,84,91,127,162],"higher-accuracy":[67],"processing.":[69],"To":[70],"cope":[71],"drifts,":[74],"updates":[77],"DNN":[80,117],"when":[81],"necessary,":[82],"referred":[83],"as":[85],"continual":[86],"learning.":[87],"Our":[88],"objective":[89],"is":[90,125],"minimize":[92],"long-term":[94,136],"average":[95],"computation":[96,137,173],"cost":[97,138,174],"of":[98,121,131,139,167],"MEC":[100],"by":[102],"jointly":[103],"optimizing":[104],"two":[105],"decisions,":[106],"i.e.,":[107],"offloading":[110],"selection":[114],"update.":[118],"A":[119],"DT":[120],"constructed":[126],"predict":[128],"impact":[130],"potential":[132],"decisions":[133,146],"on":[134,143,153],"server,":[141],"based":[142],"which":[144],"are":[147,160],"made":[148],"closed-form":[150],"formulas.":[151],"Experiments":[152],"executing":[154],"DNN-based":[155],"human":[156],"motion":[157],"recognition":[158],"tasks":[159],"conducted":[161],"demonstrate":[163],"outstanding":[165],"performance":[166],"proposed":[169],"DT-based":[170],"minimization.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
