{"id":"https://openalex.org/W4402215996","doi":"https://doi.org/10.1109/tccn.2024.3454222","title":"A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System","display_name":"A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402215996","doi":"https://doi.org/10.1109/tccn.2024.3454222"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2024.3454222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3454222","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5007804427","display_name":"Jihong Wang","orcid":"https://orcid.org/0000-0003-3597-588X"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihong Wang","raw_affiliation_strings":["School of Electrical Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":"https://orcid.org/0000-0003-3597-588X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhuo Wang","orcid":"https://orcid.org/0009-0003-6691-1851"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Wang","raw_affiliation_strings":["School of Electrical Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0003-6691-1851","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I179060312"],"apc_list":null,"apc_paid":null,"fwci":1.0385,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76476306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"2","first_page":"1184","last_page":"1196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9660999774932861,"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":0.9660999774932861,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8260446190834045},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5939621329307556},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5529494881629944},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5437423586845398},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5078251957893372},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.35153627395629883},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3308274745941162},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08150839805603027}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260446190834045},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5939621329307556},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5529494881629944},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5437423586845398},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5078251957893372},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.35153627395629883},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3308274745941162},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08150839805603027},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2024.3454222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3454222","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G2138768882","display_name":null,"funder_award_id":"61901102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3389941233","display_name":null,"funder_award_id":"20240101337JC","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2536076834","https://openalex.org/W2950077417","https://openalex.org/W2971912794","https://openalex.org/W2975790550","https://openalex.org/W2981792785","https://openalex.org/W2990747873","https://openalex.org/W3003686880","https://openalex.org/W3005476696","https://openalex.org/W3010695123","https://openalex.org/W3021024154","https://openalex.org/W3035217884","https://openalex.org/W3035386068","https://openalex.org/W3038342299","https://openalex.org/W3039402952","https://openalex.org/W3041653465","https://openalex.org/W3045793887","https://openalex.org/W3082926577","https://openalex.org/W3129486236","https://openalex.org/W3134668830","https://openalex.org/W3134690199","https://openalex.org/W3134746776","https://openalex.org/W3198091448","https://openalex.org/W3213510032","https://openalex.org/W3214484149","https://openalex.org/W3216108359","https://openalex.org/W3216227677","https://openalex.org/W4200629766","https://openalex.org/W4225757441","https://openalex.org/W4226061127","https://openalex.org/W4285039440","https://openalex.org/W4285195589","https://openalex.org/W4285307882","https://openalex.org/W4290996574","https://openalex.org/W4312835350","https://openalex.org/W4313188240","https://openalex.org/W4315473058","https://openalex.org/W4321770460","https://openalex.org/W4364323028","https://openalex.org/W4372203294","https://openalex.org/W4382371089","https://openalex.org/W4382877972","https://openalex.org/W4388624338","https://openalex.org/W4389544479"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2105887828","https://openalex.org/W2122599759","https://openalex.org/W4236520801","https://openalex.org/W1537234410","https://openalex.org/W2111375262","https://openalex.org/W1991205173","https://openalex.org/W1995022398","https://openalex.org/W115923022","https://openalex.org/W2484602794"],"abstract_inverted_index":{"The":[0],"performance":[1],"of":[2,14,33,43,161,190],"intelligent":[3],"reflecting":[4],"surface-assisted":[5],"wireless":[6],"communication":[7],"systems":[8],"highly":[9],"depends":[10],"on":[11,29,98,140],"the":[12,19,34,41,67,81,99,115,118,121,126,137,152,174,188],"accuracy":[13],"channel":[15,24,87,171,176,193],"estimation.":[16],"To":[17],"resolve":[18],"contradiction":[20],"between":[21,117],"existing":[22,170],"data-driven":[23,86],"estimation":[25,88,172,177],"schemes":[26],"that":[27],"rely":[28],"ground":[30,44,77],"truth":[31,45,78],"(labels":[32],"true":[35],"channels)":[36],"for":[37,76],"network":[38,56,141],"updates":[39],"and":[40,51,120,150,155,183,192],"unavailability":[42],"in":[46,89,187],"practical":[47],"applications,":[48],"an":[49],"accurate":[50],"deep":[52,100],"denoising":[53,181],"convolutional":[54,101],"neural":[55],"(ADDnet)":[57],"is":[58,109],"designed.":[59],"Channel":[60],"state":[61],"information":[62],"(CSI)":[63],"estimates":[64],"derived":[65],"from":[66],"least":[68],"squares":[69],"method":[70,96],"are":[71,123],"utilized":[72],"as":[73],"a":[74,92],"replacement":[75],"to":[79,129,169,185],"train":[80],"network,":[82],"which":[83],"facilitates":[84],"feasible":[85],"practice.":[90],"Additionally,":[91],"training":[93,131,144,162],"dataset":[94],"construction":[95],"based":[97],"generative":[102],"adversarial":[103],"networks":[104],"(DCGANs)":[105],"data":[106,128],"augmentation":[107],"mechanism":[108],"proposed.":[110],"New":[111],"samples":[112],"generated":[113,146],"through":[114,147],"game":[116],"generator":[119],"discriminator":[122],"mixed":[124],"with":[125,158],"original":[127],"construct":[130],"dataset.":[132],"It":[133],"can":[134],"help":[135],"overcome":[136],"limitations":[138],"imposed":[139],"generalizability":[142],"by":[143],"datasets":[145],"computer":[148],"simulations":[149],"reduce":[151],"resource":[153],"consumption":[154],"latency":[156],"associated":[157],"online":[159],"collection":[160],"data.":[163],"Simulation":[164],"results":[165],"demonstrate":[166],"that,":[167],"compared":[168],"schemes,":[173],"proposed":[175],"scheme":[178],"exhibits":[179],"superior":[180],"capability":[182],"adaptability":[184],"variations":[186],"number":[189],"users":[191],"conditions.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
