{"id":"https://openalex.org/W4392158876","doi":"https://doi.org/10.1109/globecom54140.2023.10436826","title":"Performance of Deep Learning Assisted Visible Light Communications Impaired by Blockages","display_name":"Performance of Deep Learning Assisted Visible Light Communications Impaired by Blockages","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392158876","doi":"https://doi.org/10.1109/globecom54140.2023.10436826"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10436826","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10436826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5074823529","display_name":"Parvez Shaik","orcid":"https://orcid.org/0000-0002-3125-1051"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Parvez Shaik","raw_affiliation_strings":["Texas A&#x0026;M University at Qatar,Department of Electrical and Computer Engineering,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University at Qatar,Department of Electrical and Computer Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086265029","display_name":"Cihat Ke\u00e7eci","orcid":"https://orcid.org/0000-0002-2097-5855"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihat Ke\u00e7eci","raw_affiliation_strings":["Texas A&#x0026;M University,Department of Electrical and Computer Engineering,College Station,TX,USA"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Department of Electrical and Computer Engineering,College Station,TX,USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060109822","display_name":"Kamal Garg","orcid":"https://orcid.org/0000-0002-3618-0184"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Petroleum University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamal K. Garg","raw_affiliation_strings":["School of Technology, Pandit Deendayal Energy University,Gandhinagar,Gujarat,India","School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"School of Technology, Pandit Deendayal Energy University,Gandhinagar,Gujarat,India","institution_ids":["https://openalex.org/I33586908"]},{"raw_affiliation_string":"School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081450215","display_name":"Ali Boyac\u0131","orcid":"https://orcid.org/0000-0002-2553-1911"},"institutions":[{"id":"https://openalex.org/I53210213","display_name":"Istanbul Commerce University","ror":"https://ror.org/02v3kkq53","country_code":"TR","type":"education","lineage":["https://openalex.org/I53210213"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Boyaci","raw_affiliation_strings":["Istanbul Commerce University,Department of Computer Engineering,Istanbul,Turkey","Department of Computer Engineering, Istanbul Commerce University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Commerce University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I53210213"]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Commerce University, Istanbul, Turkey","institution_ids":["https://openalex.org/I53210213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077148915","display_name":"Muhammad Ismail","orcid":"https://orcid.org/0000-0002-8051-9747"},"institutions":[{"id":"https://openalex.org/I63920570","display_name":"Tennessee Technological University","ror":"https://ror.org/05drmrq39","country_code":"US","type":"education","lineage":["https://openalex.org/I63920570"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad Ismail","raw_affiliation_strings":["Tennessee Tech University,Department of Computer Science,Cookeville,TN,USA","Department of Computer Science, Tennessee Tech University, Cookeville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Tennessee Tech University,Department of Computer Science,Cookeville,TN,USA","institution_ids":["https://openalex.org/I63920570"]},{"raw_affiliation_string":"Department of Computer Science, Tennessee Tech University, Cookeville, TN, USA","institution_ids":["https://openalex.org/I63920570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034213361","display_name":"Erchin Serpedin","orcid":"https://orcid.org/0000-0001-9069-770X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erchin Serpedin","raw_affiliation_strings":["Texas A&#x0026;M University,Department of Electrical and Computer Engineering,College Station,TX,USA"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Department of Electrical and Computer Engineering,College Station,TX,USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074823529"],"corresponding_institution_ids":["https://openalex.org/I58152225"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20120705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4704","last_page":"4709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10851","display_name":"Optical Wireless Communication Technologies","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"}},"topics":[{"id":"https://openalex.org/T10851","display_name":"Optical Wireless Communication Technologies","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/T13869","display_name":"Ocular and Laser Science Research","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.987500011920929,"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/visible-light-communication","display_name":"Visible light communication","score":0.641194224357605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5873593688011169},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4491453468799591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32512515783309937},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.2980947494506836},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.208650141954422},{"id":"https://openalex.org/keywords/light-emitting-diode","display_name":"Light-emitting diode","score":0.12521228194236755}],"concepts":[{"id":"https://openalex.org/C160487672","wikidata":"https://www.wikidata.org/wiki/Q1426313","display_name":"Visible light communication","level":3,"score":0.641194224357605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5873593688011169},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4491453468799591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32512515783309937},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.2980947494506836},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.208650141954422},{"id":"https://openalex.org/C176666156","wikidata":"https://www.wikidata.org/wiki/Q25504","display_name":"Light-emitting diode","level":2,"score":0.12521228194236755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10436826","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10436826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2007888894","https://openalex.org/W2031321507","https://openalex.org/W2112277396","https://openalex.org/W2113257905","https://openalex.org/W2163770389","https://openalex.org/W2584709721","https://openalex.org/W2613228701","https://openalex.org/W2758894018","https://openalex.org/W2945641338","https://openalex.org/W2953875569","https://openalex.org/W2962883549","https://openalex.org/W2965872306","https://openalex.org/W2986991381","https://openalex.org/W3000699369","https://openalex.org/W3044562761","https://openalex.org/W3048454747","https://openalex.org/W3216905586","https://openalex.org/W4230959423","https://openalex.org/W4248175654","https://openalex.org/W4300223101","https://openalex.org/W4315630045","https://openalex.org/W4320490105","https://openalex.org/W4385655923"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"the":[3,11,26,30,70,76,87,90],"performance":[4,38],"of":[5,13,32,89],"visible":[6],"light":[7],"communications":[8],"(VLCs)":[9],"in":[10,29],"presence":[12,31],"blockages.":[14],"An":[15],"indoor":[16],"office":[17],"scenario":[18],"with":[19],"a":[20],"single":[21],"VLC":[22],"access":[23],"point":[24],"serving":[25],"user":[27],"nodes":[28],"human":[33],"blockages":[34,77],"is":[35,39,67],"examined.":[36],"System":[37],"assessed":[40],"through":[41],"closed-form":[42],"expressions":[43],"for":[44,51,64],"outage":[45],"probability":[46],"and":[47,56],"symbol":[48,65],"error":[49],"rate":[50],"binary":[52],"phase":[53],"shift":[54],"keying":[55],"quadrature":[57],"amplitude":[58],"modulation.":[59],"A":[60],"deep":[61],"neural":[62],"network":[63],"detection":[66],"deployed":[68],"at":[69],"receiver.":[71],"Performance":[72],"metrics":[73],"illustrate":[74],"that":[75],"cause":[78],"significant":[79],"impact":[80],"on":[81],"signal":[82],"detection.":[83],"Computer":[84],"simulations":[85],"corroborate":[86],"correctness":[88],"obtained":[91],"analytical":[92],"expressions.":[93]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
