{"id":"https://openalex.org/W4309156410","doi":"https://doi.org/10.1109/apcc55198.2022.9943646","title":"Research on Active/Passive Hybrid IRS Assisted Communication Method Based on Deep Learning","display_name":"Research on Active/Passive Hybrid IRS Assisted Communication Method Based on Deep Learning","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309156410","doi":"https://doi.org/10.1109/apcc55198.2022.9943646"},"language":"en","primary_location":{"id":"doi:10.1109/apcc55198.2022.9943646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc55198.2022.9943646","pdf_url":null,"source":{"id":"https://openalex.org/S4363608215","display_name":"2022 27th Asia Pacific Conference on Communications (APCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th Asia Pacific Conference on Communications (APCC)","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/A5102941545","display_name":"Chenguang He","orcid":"https://orcid.org/0000-0003-3367-9462"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenguang He","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083416604","display_name":"Yuchuan Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchuan Ma","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069979765","display_name":"Shengxian Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengxian Huang","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100336905","display_name":"Jing Li","orcid":"https://orcid.org/0000-0002-2469-1374"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"483","last_page":"487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9995999932289124,"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":0.9995999932289124,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9031000137329102,"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/bottleneck","display_name":"Bottleneck","score":0.6902257800102234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6734142303466797},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6448268294334412},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5910546779632568},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.5457621216773987},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.48019373416900635},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.4788924753665924},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.33841294050216675},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28587692975997925},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2148183286190033},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.16823029518127441},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08441087603569031}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6902257800102234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734142303466797},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6448268294334412},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5910546779632568},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.5457621216773987},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.48019373416900635},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.4788924753665924},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33841294050216675},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28587692975997925},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2148183286190033},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.16823029518127441},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08441087603569031},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apcc55198.2022.9943646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc55198.2022.9943646","pdf_url":null,"source":{"id":"https://openalex.org/S4363608215","display_name":"2022 27th Asia Pacific Conference on Communications (APCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th Asia Pacific Conference on Communications (APCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2152121970","https://openalex.org/W2985466239","https://openalex.org/W3017150380","https://openalex.org/W3032095193","https://openalex.org/W3034281970","https://openalex.org/W3041653465","https://openalex.org/W3082128362","https://openalex.org/W3216108359","https://openalex.org/W6804762377"],"related_works":["https://openalex.org/W94000989","https://openalex.org/W2157013742","https://openalex.org/W3106542584","https://openalex.org/W1996898918","https://openalex.org/W2773396711","https://openalex.org/W4287282077","https://openalex.org/W3133688477","https://openalex.org/W4226065768","https://openalex.org/W1580872767","https://openalex.org/W4309156410"],"abstract_inverted_index":{"With":[0],"the":[1,24,30,66,81,85,89,92,105,120,134,153,158,162,166,174],"rapid":[2],"development":[3],"of":[4,27,60,83,88,94,100,107,123,137,161,165,176],"mobile":[5],"communication":[6,9,32,47,68,108],"technology,":[7],"wireless":[8,31,67],"systems":[10],"have":[11],"higher":[12,14],"and":[13,19,39,114,133,147],"requirements":[15],"for":[16,45],"spectral":[17],"efficiency":[18],"energy":[20],"efficiency.":[21],"However,":[22],"in":[23],"optimization":[25],"process":[26],"many":[28],"technologies,":[29],"environment":[33],"is":[34,40,116,131,145],"still":[35],"an":[36],"uncontrollable":[37],"factor,":[38],"increasingly":[41],"becoming":[42],"a":[43,57,73],"bottleneck":[44],"improving":[46,65],"quality.":[48],"Intelligent":[49],"Reflecting":[50],"Surface":[51],"can":[52,156],"reflect":[53],"incident":[54],"signals":[55],"through":[56],"large":[58],"number":[59],"low-cost":[61],"reflective":[62],"units,":[63],"thereby":[64],"environment.":[69],"This":[70],"paper":[71],"introduces":[72],"solution":[74],"based":[75,141],"on":[76,142],"deep":[77,143],"learning":[78,144],"method":[79],"with":[80,110,127],"goal":[82],"maximizing":[84],"achievable":[86,163],"rate":[87,164],"system":[90,109,167],"under":[91],"condition":[93],"intelligent":[95,111,124,138],"reflecting":[96,112,125,139],"surface":[97,113,126,140],"hardware":[98,121],"architecture":[99,122],"hybrid":[101,128],"active/passive":[102,129],"units.":[103],"Firstly,":[104],"performance":[106],"relay":[115],"compared.":[117],"After":[118],"that,":[119],"units":[130],"introduced,":[132],"research":[135],"scheme":[136,155],"designed":[146],"simulated.":[148],"The":[149],"results":[150],"show":[151],"that":[152],"proposed":[154],"approach":[157],"upper":[159],"limit":[160],"as":[168,170],"much":[169],"possible":[171],"while":[172],"reducing":[173],"overhead":[175],"beam":[177],"training.":[178]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
