{"id":"https://openalex.org/W4387883666","doi":"https://doi.org/10.1109/icc45041.2023.10278952","title":"MCEN: A Multi-modal Compression and Encryption Network for Medical IoT","display_name":"MCEN: A Multi-modal Compression and Encryption Network for Medical IoT","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387883666","doi":"https://doi.org/10.1109/icc45041.2023.10278952"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10278952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10278952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - 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/A5103223841","display_name":"Peng He","orcid":"https://orcid.org/0000-0002-4288-1649"},"institutions":[{"id":"https://openalex.org/I4210157233","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210157233","https://openalex.org/I4210157972"]},{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng He","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","institution_ids":["https://openalex.org/I4210157233"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018225168","display_name":"Shaoming Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157233","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210157233","https://openalex.org/I4210157972"]},{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoming Meng","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","institution_ids":["https://openalex.org/I4210157233"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031886715","display_name":"Yaping Cui","orcid":"https://orcid.org/0000-0003-2276-8881"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I4210157233","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210157233","https://openalex.org/I4210157972"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Cui","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","institution_ids":["https://openalex.org/I4210157233"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416785","display_name":"Dapeng Wu","orcid":"https://orcid.org/0000-0003-2105-9418"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I4210157233","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210157233","https://openalex.org/I4210157972"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Wu","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","institution_ids":["https://openalex.org/I4210157233"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015476236","display_name":"Ruyan Wang","orcid":"https://orcid.org/0000-0003-3109-4807"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I4210157233","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210157233","https://openalex.org/I4210157972"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyan Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Advanced Network and Intelligent Connection Technology, Key Laboratory of Chongqing Education Commission of China, Chongqing, China","institution_ids":["https://openalex.org/I4210157233"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Ubiquitous Sensing and Networking, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103223841"],"corresponding_institution_ids":["https://openalex.org/I10535382","https://openalex.org/I4210157233"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14008953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6004","last_page":"6009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9891999959945679,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9785000085830688,"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/encryption","display_name":"Encryption","score":0.7656209468841553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7605249285697937},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5851972103118896},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5234584212303162},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.48554179072380066},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.43547409772872925},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4188772737979889},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4184091091156006},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3681665360927582},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3661752939224243},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3553122878074646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16069024801254272}],"concepts":[{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7656209468841553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605249285697937},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5851972103118896},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5234584212303162},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.48554179072380066},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.43547409772872925},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4188772737979889},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4184091091156006},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3681665360927582},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3661752939224243},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3553122878074646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16069024801254272},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10278952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10278952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2402569962","display_name":null,"funder_award_id":"KJQN202000603,KJQN201900611","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G5183286522","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0468,cstc2020jcyjzdxmX0024,cstc2021jcyjmsxmX0892","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G566449477","display_name":null,"funder_award_id":"61901070,61801065,62271096,61871062,U20A20157,62061007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2302255633","https://openalex.org/W2767593850","https://openalex.org/W2800109595","https://openalex.org/W2897577476","https://openalex.org/W2979729503","https://openalex.org/W2987454897","https://openalex.org/W3006191871","https://openalex.org/W3046890664","https://openalex.org/W3046918297","https://openalex.org/W3096831136","https://openalex.org/W3131427579","https://openalex.org/W3134274385","https://openalex.org/W3172459107","https://openalex.org/W3197023061","https://openalex.org/W4205841633","https://openalex.org/W4205900725","https://openalex.org/W4298352377","https://openalex.org/W6729277644"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"As":[0],"the":[1,21,49,85,92,98,114,123,129,139,145,148,159],"Medical":[2],"Internet":[3],"of":[4,23,38,41,51,89,95,102,116],"Things":[5],"(MIoT)":[6],"is":[7,126,151],"rapidly":[8],"evolving,":[9],"increasing":[10],"wearable":[11,35],"devices":[12,36],"are":[13],"applied":[14],"to":[15,29,65,108,158],"collect":[16],"various":[17],"physiological":[18,32,68],"signals":[19,33],"for":[20],"purpose":[22],"medical":[24],"applications.":[25],"Currently,":[26],"it's":[27],"challenging":[28],"process":[30,66],"multi-modal":[31,67],"on":[34],"because":[37],"their":[39],"limitations":[40],"energy":[42,117],"and":[43,73,79,87,97,112,118,147,155,161],"computing":[44,119],"resources,":[45],"as":[46,48],"well":[47,143],"threat":[50],"data":[52,90],"privacy":[53,111],"leakage.":[54],"To":[55],"address":[56],"aheadmentioned":[57],"problems,":[58],"this":[59],"paper":[60],"designs":[61],"a":[62],"novel":[63],"scheme":[64,106,141],"signals,":[69],"namely":[70],"Multi-modal":[71],"Compression":[72],"Encryption":[74],"Network":[75],"(M-CEN)":[76],"with":[77],"GAN":[78,96],"AE.":[80,103],"The":[81,104,135],"proposed":[82,105,124,140],"MCEN":[83,125],"accomplishes":[84],"encryption":[86],"compression":[88,149],"by":[91,153],"adversarial":[93],"property":[94,101],"feature":[99],"extraction":[100],"aims":[107],"protect":[109],"user":[110],"reduce":[113],"consumption":[115],"resources.":[120],"In":[121],"addition,":[122],"simulated":[127],"using":[128],"Pulse":[130],"Transit":[131],"Time":[132],"PPG":[133],"dataset.":[134],"results":[136],"show":[137],"that":[138],"can":[142],"encrypt":[144],"data,":[146],"performance":[150],"improved":[152],"36.3%":[154],"61.3%":[156],"compared":[157],"CAE":[160],"WT":[162],"Algorithm":[163],"respectively.":[164]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}