{"id":"https://openalex.org/W4211016086","doi":"https://doi.org/10.1109/icait52638.2021.9702036","title":"Deep Learning Assisted Pre-equalization Scheme for Faster-than-Nyquist Optical Wireless Communications","display_name":"Deep Learning Assisted Pre-equalization Scheme for Faster-than-Nyquist Optical Wireless Communications","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W4211016086","doi":"https://doi.org/10.1109/icait52638.2021.9702036"},"language":"en","primary_location":{"id":"doi:10.1109/icait52638.2021.9702036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icait52638.2021.9702036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Advanced Infocomm Technology (ICAIT)","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":null,"display_name":"Cao Minghua","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cao Minghua","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070165211","display_name":"Wu Zhaoheng","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Zhaoheng","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wang Huiqin","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Huiqin","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066945468","display_name":"Xia Jieping","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Jieping","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhang Jiawei","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Jiawei","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338178","display_name":"Wenwen Li","orcid":"https://orcid.org/0000-0003-1868-1302"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Wenwen","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"118","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":1.0,"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/T10232","display_name":"Optical Network Technologies","score":1.0,"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":0.9998000264167786,"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":0.9998000264167786,"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":0.7402125000953674},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.7128309011459351},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6627299785614014},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.6177241206169128},{"id":"https://openalex.org/keywords/nyquist\u2013shannon-sampling-theorem","display_name":"Nyquist\u2013Shannon sampling theorem","score":0.5841173529624939},{"id":"https://openalex.org/keywords/nyquist-rate","display_name":"Nyquist rate","score":0.5554879903793335},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5076612234115601},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48512017726898193},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.48143264651298523},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.472520649433136},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.4191235899925232},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.31991639733314514},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.14117637276649475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11740976572036743},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10451695322990417},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08824220299720764},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08389344811439514},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07895007729530334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7402125000953674},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.7128309011459351},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6627299785614014},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.6177241206169128},{"id":"https://openalex.org/C288623","wikidata":"https://www.wikidata.org/wiki/Q679800","display_name":"Nyquist\u2013Shannon sampling theorem","level":2,"score":0.5841173529624939},{"id":"https://openalex.org/C65914096","wikidata":"https://www.wikidata.org/wiki/Q6273772","display_name":"Nyquist rate","level":4,"score":0.5554879903793335},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5076612234115601},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48512017726898193},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.48143264651298523},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.472520649433136},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.4191235899925232},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.31991639733314514},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.14117637276649475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11740976572036743},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10451695322990417},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08824220299720764},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08389344811439514},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07895007729530334},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icait52638.2021.9702036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icait52638.2021.9702036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Advanced Infocomm Technology (ICAIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322880","display_name":"Natural Science Foundation of Gansu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2015658353","https://openalex.org/W2113518159","https://openalex.org/W2516277481","https://openalex.org/W2557633684","https://openalex.org/W2730819224","https://openalex.org/W2769637827","https://openalex.org/W2780362136","https://openalex.org/W2790776375","https://openalex.org/W2803622614","https://openalex.org/W2980978874","https://openalex.org/W3003412612","https://openalex.org/W3006563626","https://openalex.org/W3014570647","https://openalex.org/W3036402206","https://openalex.org/W3116847863","https://openalex.org/W3123105815","https://openalex.org/W3128415149","https://openalex.org/W3130802556","https://openalex.org/W3180982234"],"related_works":["https://openalex.org/W2368043784","https://openalex.org/W2576230203","https://openalex.org/W3015557210","https://openalex.org/W2009568739","https://openalex.org/W1570358496","https://openalex.org/W2210983845","https://openalex.org/W2133930609","https://openalex.org/W2119667497","https://openalex.org/W2103898286","https://openalex.org/W2112578300"],"abstract_inverted_index":{"Faster-than-Nyquist":[0],"technology":[1],"introduces":[2],"additional":[3],"inter-symbol":[4,24],"interference":[5],"when":[6,59],"improving":[7],"the":[8,23,43,60],"data":[9],"rate":[10,29,46],"and":[11,56,67],"spectrum":[12],"utilization.":[13],"A":[14],"deep-learning":[15],"based":[16],"pre-equalization":[17],"scheme":[18],"is":[19,35,63],"proposed":[20],"to":[21],"reduce":[22],"interference.":[25],"The":[26],"bit":[27,44],"error":[28,45],"performance":[30,47],"under":[31],"different":[32],"acceleration":[33,61],"factors":[34],"analyzed.":[36],"Monte":[37],"Carlo":[38],"simulation":[39],"results":[40],"show":[41],"that":[42],"can":[48],"be":[49],"improved":[50],"by":[51],"1dB,":[52],"5.1dB,":[53],"6.":[54],"0dB":[55],"8.":[57],"6dB":[58],"factor":[62],"0.9,":[64],"0.8,":[65],"0.7":[66],"0.6,":[68],"respectively.":[69]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}