{"id":"https://openalex.org/W4389317819","doi":"https://doi.org/10.1109/tce.2023.3338819","title":"Resilient Machine Learning-Based Semantic-Aware MEC Networks for Sustainable Next-G Consumer Electronics","display_name":"Resilient Machine Learning-Based Semantic-Aware MEC Networks for Sustainable Next-G Consumer Electronics","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4389317819","doi":"https://doi.org/10.1109/tce.2023.3338819"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2023.3338819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2023.3338819","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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/A5034218755","display_name":"Yuxin Wu","orcid":"https://orcid.org/0000-0001-6892-3395"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Wu","raw_affiliation_strings":["School of Computer Science, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6892-3395","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054443310","display_name":"Shunpu Tang","orcid":"https://orcid.org/0000-0002-3126-7731"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunpu Tang","raw_affiliation_strings":["School of Computer Science, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3126-7731","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079276429","display_name":"Lianhong Zhang","orcid":"https://orcid.org/0000-0001-5351-1304"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianhong Zhang","raw_affiliation_strings":["School of Computer Science, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5351-1304","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037957923","display_name":"Lisheng Fan","orcid":"https://orcid.org/0000-0002-9783-1366"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisheng Fan","raw_affiliation_strings":["School of Computer Science, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9783-1366","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028336223","display_name":"Xianfu Lei","orcid":"https://orcid.org/0000-0001-5229-458X"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianfu Lei","raw_affiliation_strings":["School of Information Science and Technology, Institute of Mobile Communications, Southwest Jiaotong University, Chengdu, China","Institute of Mobile Communications, School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5229-458X","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Institute of Mobile Communications, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Institute of Mobile Communications, School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100441949","display_name":"Xiang Chen","orcid":"https://orcid.org/0000-0002-9800-6472"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Chen","raw_affiliation_strings":["School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-9800-6472","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1358,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92409472,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"70","issue":"1","first_page":"2188","last_page":"2199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9993000030517578,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9993000030517578,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9976000189781189,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7975692749023438},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.5160674452781677},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.49017009139060974},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4309762418270111},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4245445728302002},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4158564805984497},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4117087721824646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3363719582557678},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.299862265586853},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12097030878067017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7975692749023438},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.5160674452781677},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.49017009139060974},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4309762418270111},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4245445728302002},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4158564805984497},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4117087721824646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3363719582557678},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.299862265586853},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12097030878067017},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2023.3338819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2023.3338819","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G514600894","display_name":null,"funder_award_id":"U23A20273","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5442049962","display_name":null,"funder_award_id":"62271158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8715192846","display_name":null,"funder_award_id":"62101145","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2886579803","https://openalex.org/W2946889564","https://openalex.org/W2977266194","https://openalex.org/W2981629859","https://openalex.org/W3005620403","https://openalex.org/W3016353205","https://openalex.org/W3036851434","https://openalex.org/W3037051439","https://openalex.org/W3040117191","https://openalex.org/W3120353641","https://openalex.org/W3133354246","https://openalex.org/W3166791908","https://openalex.org/W3172247901","https://openalex.org/W3197981246","https://openalex.org/W3203523248","https://openalex.org/W3216777582","https://openalex.org/W4205348215","https://openalex.org/W4205683915","https://openalex.org/W4206175303","https://openalex.org/W4225009676","https://openalex.org/W4285179741","https://openalex.org/W4292259710","https://openalex.org/W4310050354","https://openalex.org/W4312583706","https://openalex.org/W4312610635","https://openalex.org/W4312913871","https://openalex.org/W4317794926","https://openalex.org/W4318586293","https://openalex.org/W4321021465","https://openalex.org/W4321488123","https://openalex.org/W4361985268","https://openalex.org/W4377079785","https://openalex.org/W4381730164","https://openalex.org/W4385486250","https://openalex.org/W4386025645","https://openalex.org/W4396909799","https://openalex.org/W6866576432"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W3134658850","https://openalex.org/W2355938171","https://openalex.org/W2780079842","https://openalex.org/W179829755"],"abstract_inverted_index":{"In":[0,132],"this":[1,36,98,173],"paper,":[2],"we":[3,136],"investigate":[4],"a":[5,100,111,129],"semantic-aware":[6],"mobile":[7],"edge":[8],"computing":[9],"(MEC)":[10],"network":[11],"for":[12,140],"sustainable":[13,189],"next-G":[14,190],"consumer":[15,38,182,191],"electronics,":[16,183],"which":[17],"leverages":[18],"advanced":[19],"semantic":[20,44,73,125],"communication":[21,33],"technology":[22],"to":[23,91,120,162],"overcome":[24],"the":[25,43,48,53,57,62,83,86,93,108,133,149,164,178,186],"limitations":[26],"of":[27,51,85,166,181,188],"available":[28],"bandwidth":[29,77,142],"and":[30,64,76,78,124,143,154],"thereby":[31],"improve":[32],"efficiency.":[34,156],"For":[35],"network,":[37],"electronic":[39],"devices":[40],"can":[41,67,175],"offload":[42],"information":[45],"extracted":[46],"from":[47],"task":[49,55],"instead":[50],"transmitting":[52],"whole":[54],"in":[56,107,172],"conventional":[58],"MEC":[59],"networks,":[60],"where":[61],"latency":[63],"energy":[65,179],"consumption":[66,180],"be":[68],"significantly":[69],"reduced":[70],"through":[71],"proper":[72],"encoding,":[74],"offloading,":[75],"computation":[79,144],"allocation":[80],"decisions.":[81],"However,":[82],"non-convexity":[84],"issue":[87],"makes":[88],"it":[89],"difficult":[90],"obtain":[92],"optimal":[94],"decision.":[95],"To":[96],"address":[97],"issue,":[99],"two-level":[101],"optimization":[102],"framework":[103],"is":[104,118],"proposed.":[105],"Specifically,":[106],"upper-level":[109],"optimization,":[110,135],"resilient":[112],"deep":[113],"reinforcement":[114],"learning":[115],"(DRL)":[116],"approach":[117],"utilized":[119],"enable":[121],"adaptive":[122],"offloading":[123],"encoding":[126],"decisions":[127],"within":[128],"dynamic":[130],"network.":[131],"lower-level":[134],"design":[137],"three":[138],"criteria":[139],"allocating":[141],"resources":[145],"by":[146],"carefully":[147],"considering":[148],"trade-off":[150],"between":[151],"computational":[152],"complexity":[153],"implementation":[155],"Finally,":[157],"extensive":[158],"simulations":[159],"are":[160],"conducted":[161],"validate":[163],"effectiveness":[165],"our":[167],"proposed":[168],"strategy.":[169],"The":[170],"findings":[171],"paper":[174],"help":[176],"reduce":[177],"hence":[184],"supporting":[185],"development":[187],"electronics.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}