{"id":"https://openalex.org/W4376480548","doi":"https://doi.org/10.1109/wcnc55385.2023.10118650","title":"A Cross Polarization Interference Cancellation Scheme Based on CNN-LSTM for 6G Satellite Communication","display_name":"A Cross Polarization Interference Cancellation Scheme Based on CNN-LSTM for 6G Satellite Communication","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4376480548","doi":"https://doi.org/10.1109/wcnc55385.2023.10118650"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc55385.2023.10118650","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc55385.2023.10118650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5063984437","display_name":"Yuehong Gao","orcid":"https://orcid.org/0000-0003-1623-7689"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuehong Gao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Information and Communication Engineering,Beijing,China","School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Information and Communication Engineering,Beijing,China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089217677","display_name":"Liuqing Yang","orcid":"https://orcid.org/0009-0003-1239-5804"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liuqing Yang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Information and Communication Engineering,Beijing,China","School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Information and Communication Engineering,Beijing,China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023772844","display_name":"Zhiyuan Lin","orcid":"https://orcid.org/0000-0002-4239-1308"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Lin","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China","Department of Electronic Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063984437"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.4011,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58587844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9973000288009644,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9973000288009644,"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/T11873","display_name":"PAPR reduction in OFDM","score":0.9958999752998352,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9937999844551086,"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":0.7574616074562073},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5463696718215942},{"id":"https://openalex.org/keywords/communications-satellite","display_name":"Communications satellite","score":0.5410207509994507},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5320329070091248},{"id":"https://openalex.org/keywords/baseband","display_name":"Baseband","score":0.4799911677837372},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.4336598515510559},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29014402627944946},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.23307761549949646},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.18036335706710815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1350221037864685},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.0827806293964386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7574616074562073},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5463696718215942},{"id":"https://openalex.org/C121308736","wikidata":"https://www.wikidata.org/wiki/Q149918","display_name":"Communications satellite","level":3,"score":0.5410207509994507},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5320329070091248},{"id":"https://openalex.org/C65165936","wikidata":"https://www.wikidata.org/wiki/Q575784","display_name":"Baseband","level":3,"score":0.4799911677837372},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.4336598515510559},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29014402627944946},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.23307761549949646},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.18036335706710815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1350221037864685},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0827806293964386},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc55385.2023.10118650","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc55385.2023.10118650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1748755533","https://openalex.org/W1917763355","https://openalex.org/W2010683204","https://openalex.org/W2069428367","https://openalex.org/W2107772687","https://openalex.org/W2117513166","https://openalex.org/W2598780523","https://openalex.org/W3107308225","https://openalex.org/W4285213716","https://openalex.org/W6735014678"],"related_works":["https://openalex.org/W2045547432","https://openalex.org/W2358845558","https://openalex.org/W2151788290","https://openalex.org/W2287588827","https://openalex.org/W2017735754","https://openalex.org/W1993033044","https://openalex.org/W2004095229","https://openalex.org/W2361003288","https://openalex.org/W2119955540","https://openalex.org/W2912863886"],"abstract_inverted_index":{"Satellite":[0],"communication":[1,15,41],"has":[2],"become":[3],"a":[4,60],"hot":[5],"topic":[6],"in":[7,39,125],"the":[8,11,36,51,74,80,100,117,121,139,146,153,167,181,189],"development":[9],"of":[10,20,120,145,170,178],"sixth-generation":[12],"(6G)":[13],"mobile":[14],"due":[16],"to":[17,34,50,72,137],"its":[18],"advantage":[19],"wide":[21],"coverage":[22],"and":[23,54,66,135,142,155],"broadband":[24],"transmission.":[25],"Dual":[26],"polarization":[27],"frequency":[28],"reuse":[29],"(DPFR)":[30],"is":[31,85,91,173,185],"often":[32,47],"used":[33],"improve":[35],"spectrum":[37],"utilization":[38],"satellite":[40,77],"system.":[42],"However,":[43],"cross-polarization":[44,81],"interference":[45,82],"(XPI)":[46],"occurs":[48],"owing":[49],"imperfect":[52],"devices":[53],"atmosphere":[55],"conditions.":[56],"This":[57],"paper":[58],"proposes":[59],"joint":[61],"convolutional":[62],"neural":[63],"network":[64,71],"(CNN)":[65],"long":[67],"short-term":[68],"memory":[69],"(LSTM)":[70],"cancel":[73],"XPI":[75,154],"for":[76],"communication.":[78],"Since":[79],"cancellation":[83],"(XPIC)":[84],"normally":[86],"implemented":[87],"at":[88],"baseband,":[89],"it":[90],"inevitable":[92],"that":[93],"nonlinear":[94,118,140,156],"effects":[95],"will":[96],"be":[97],"introduced":[98],"by":[99,175],"high-power":[101],"amplifier":[102],"(HPA)":[103],"on":[104,110],"satellite.":[105],"Conventional":[106],"XPIC":[107,165],"schemes":[108],"based":[109],"transversal":[111],"filter":[112],"can":[113,150,192],"not":[114],"deal":[115],"with":[116,163,196],"impairments":[119],"received":[122,147],"signal,":[123,148],"resulting":[124],"poor":[126],"bit":[127],"error":[128,200],"ratio":[129,183],"(BER)":[130],"performance.":[131],"We":[132],"combine":[133],"CNN":[134],"LSTM":[136],"extract":[138],"feature":[141],"temporal":[143],"correlation":[144],"which":[149],"effectively":[151],"eliminate":[152],"effects.":[157],"Simulation":[158],"results":[159],"show":[160],"that,":[161],"compared":[162],"conventional":[164],"schemes,":[166],"BER":[168],"performance":[169],"proposed":[171,190],"scheme":[172,191],"improved":[174],"two":[176],"orders":[177],"magnitude":[179],"when":[180],"signal-to-noise":[182],"(SNR)":[184],"20":[186],"dB.":[187],"Besides,":[188],"achieve":[193],"fast":[194],"convergence":[195],"small":[197],"mean":[198],"square":[199],"(MSE).":[201]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
