{"id":"https://openalex.org/W4400975874","doi":"https://doi.org/10.3390/s24154834","title":"A Comprehensive Survey on Emerging Assistive Technologies for Visually Impaired Persons: Lighting the Path with Visible Light Communications and Artificial Intelligence Innovations","display_name":"A Comprehensive Survey on Emerging Assistive Technologies for Visually Impaired Persons: Lighting the Path with Visible Light Communications and Artificial Intelligence Innovations","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4400975874","doi":"https://doi.org/10.3390/s24154834","pmid":"https://pubmed.ncbi.nlm.nih.gov/39123881"},"language":"en","primary_location":{"id":"doi:10.3390/s24154834","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24154834","pdf_url":"https://www.mdpi.com/1424-8220/24/15/4834/pdf?version=1721986900","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/15/4834/pdf?version=1721986900","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042957051","display_name":"Alexandru Lavric","orcid":"https://orcid.org/0000-0001-7734-4854"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandru Lavric","raw_affiliation_strings":["Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania"],"raw_orcid":"https://orcid.org/0000-0001-7734-4854","affiliations":[{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077114441","display_name":"C\u0103t\u0103lin Beguni","orcid":"https://orcid.org/0000-0002-4267-2919"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"C\u0103t\u0103lin Beguni","raw_affiliation_strings":["Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania"],"raw_orcid":"https://orcid.org/0000-0002-4267-2919","affiliations":[{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043798471","display_name":"Eduard Zadobrischi","orcid":"https://orcid.org/0000-0001-6378-7670"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Eduard Zadobrischi","raw_affiliation_strings":["Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania"],"raw_orcid":"https://orcid.org/0000-0001-6378-7670","affiliations":[{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039970043","display_name":"Alin-Mihai C\u0103ilean","orcid":"https://orcid.org/0000-0002-2200-6775"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Alin-Mihai C\u0103ilean","raw_affiliation_strings":["Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania"],"raw_orcid":"https://orcid.org/0000-0002-2200-6775","affiliations":[{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025496364","display_name":"Sebastian-Andrei Av\u0103t\u0103m\u0103ni\u021bei","orcid":"https://orcid.org/0000-0002-4007-9812"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]},{"id":"https://openalex.org/I4210093765","display_name":"Center of Technology and Engineering for Nuclear Projects","ror":"https://ror.org/00p0qk069","country_code":"RO","type":"other","lineage":["https://openalex.org/I4210093765"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Sebastian-Andrei Av\u0103t\u0103m\u0103ni\u021bei","raw_affiliation_strings":["East European Border Scientific and Technological Park, 725500 Siret, Romania","Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania"],"raw_orcid":"https://orcid.org/0000-0002-4007-9812","affiliations":[{"raw_affiliation_string":"East European Border Scientific and Technological Park, 725500 Siret, Romania","institution_ids":["https://openalex.org/I4210093765"]},{"raw_affiliation_string":"Integrated Center for Research, Development and Innovation in Advanced Materials, Nanotechnologies and Distributed Systems for Fabrication and Control, Stefan cel Mare University of Suceava, 720229 Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039970043"],"corresponding_institution_ids":["https://openalex.org/I12012874"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":8.4634,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.98318196,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"24","issue":"15","first_page":"4834","last_page":"4834"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9991000294685364,"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":0.9991000294685364,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visually-impaired","display_name":"Visually impaired","score":0.726509153842926},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5580461621284485},{"id":"https://openalex.org/keywords/visible-light-communication","display_name":"Visible light communication","score":0.5529435873031616},{"id":"https://openalex.org/keywords/assistive-technology","display_name":"Assistive technology","score":0.5518284440040588},{"id":"https://openalex.org/keywords/artificial-light","display_name":"Artificial light","score":0.5148383975028992},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5111768841743469},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.45814627408981323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40490907430648804},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3346402049064636},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3278958797454834},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3179248571395874},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16557267308235168},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09501686692237854},{"id":"https://openalex.org/keywords/light-emitting-diode","display_name":"Light-emitting diode","score":0.09285497665405273}],"concepts":[{"id":"https://openalex.org/C3020106864","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visually impaired","level":2,"score":0.726509153842926},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5580461621284485},{"id":"https://openalex.org/C160487672","wikidata":"https://www.wikidata.org/wiki/Q1426313","display_name":"Visible light communication","level":3,"score":0.5529435873031616},{"id":"https://openalex.org/C3017715821","wikidata":"https://www.wikidata.org/wiki/Q688498","display_name":"Assistive technology","level":2,"score":0.5518284440040588},{"id":"https://openalex.org/C2992067456","wikidata":"https://www.wikidata.org/wiki/Q210064","display_name":"Artificial light","level":3,"score":0.5148383975028992},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5111768841743469},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.45814627408981323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40490907430648804},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3346402049064636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3278958797454834},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3179248571395874},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16557267308235168},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09501686692237854},{"id":"https://openalex.org/C176666156","wikidata":"https://www.wikidata.org/wiki/Q25504","display_name":"Light-emitting diode","level":2,"score":0.09285497665405273},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C36365805","wikidata":"https://www.wikidata.org/wiki/Q194411","display_name":"Illuminance","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008027","descriptor_name":"Light","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008027","descriptor_name":"Light","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008027","descriptor_name":"Light","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008027","descriptor_name":"Light","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012656","descriptor_name":"Self-Help Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012656","descriptor_name":"Self-Help Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012656","descriptor_name":"Self-Help Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012656","descriptor_name":"Self-Help Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019987","descriptor_name":"Visually Impaired Persons","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true},{"descriptor_ui":"D019987","descriptor_name":"Persons with Visual Disabilities","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true},{"descriptor_ui":"D019987","descriptor_name":"Visually Impaired Persons","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true},{"descriptor_ui":"D019987","descriptor_name":"Persons with Visual Disabilities","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.3390/s24154834","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24154834","pdf_url":"https://www.mdpi.com/1424-8220/24/15/4834/pdf?version=1721986900","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:39123881","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39123881","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11314945","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11314945","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11314945/pdf/sensors-24-04834.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e4e1333304134d2d9e2bda4cf69411a0","is_oa":true,"landing_page_url":"https://doaj.org/article/e4e1333304134d2d9e2bda4cf69411a0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 15, p 4834 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24154834","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24154834","pdf_url":"https://www.mdpi.com/1424-8220/24/15/4834/pdf?version=1721986900","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G5703874862","display_name":null,"funder_award_id":"PN-III-P2-2.1-PED-2021-4233","funder_id":"https://openalex.org/F4320318622","funder_display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii"},{"id":"https://openalex.org/G6703262589","display_name":null,"funder_award_id":"PN-III-P2-2","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G8933339409","display_name":null,"funder_award_id":"PN-III-P2-2.1-PED-2021","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"}],"funders":[{"id":"https://openalex.org/F4320318622","display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii","ror":null},{"id":"https://openalex.org/F4320323983","display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","ror":"https://ror.org/01q7jq182"},{"id":"https://openalex.org/F4320336189","display_name":"Colegiul Consultativ pentru Cercetare-Dezvoltare \u015fi Inovare","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400975874.pdf"},"referenced_works_count":119,"referenced_works":["https://openalex.org/W217075555","https://openalex.org/W596498358","https://openalex.org/W1514586132","https://openalex.org/W1571434346","https://openalex.org/W1657550974","https://openalex.org/W1911869199","https://openalex.org/W1922193735","https://openalex.org/W1972174990","https://openalex.org/W1973114518","https://openalex.org/W1982242855","https://openalex.org/W1989672000","https://openalex.org/W2006707592","https://openalex.org/W2014199078","https://openalex.org/W2021800919","https://openalex.org/W2057167046","https://openalex.org/W2084179964","https://openalex.org/W2114922560","https://openalex.org/W2134763065","https://openalex.org/W2142581967","https://openalex.org/W2150992478","https://openalex.org/W2162726423","https://openalex.org/W2183067223","https://openalex.org/W2275659379","https://openalex.org/W2330009278","https://openalex.org/W2330535358","https://openalex.org/W2346092224","https://openalex.org/W2379838048","https://openalex.org/W2509842485","https://openalex.org/W2592390936","https://openalex.org/W2594255081","https://openalex.org/W2595566552","https://openalex.org/W2619151842","https://openalex.org/W2621787656","https://openalex.org/W2624919275","https://openalex.org/W2625144290","https://openalex.org/W2737717236","https://openalex.org/W2751485271","https://openalex.org/W2761798337","https://openalex.org/W2791124749","https://openalex.org/W2889817954","https://openalex.org/W2889934402","https://openalex.org/W2898926635","https://openalex.org/W2908621325","https://openalex.org/W2911600747","https://openalex.org/W2913258870","https://openalex.org/W2920484357","https://openalex.org/W2928252763","https://openalex.org/W2942329488","https://openalex.org/W2942447024","https://openalex.org/W2960170118","https://openalex.org/W2974680274","https://openalex.org/W2976054229","https://openalex.org/W2980828798","https://openalex.org/W2995072805","https://openalex.org/W3001554066","https://openalex.org/W3004196184","https://openalex.org/W3009207988","https://openalex.org/W3012770396","https://openalex.org/W3017117984","https://openalex.org/W3024389099","https://openalex.org/W3033102378","https://openalex.org/W3034308373","https://openalex.org/W3040758141","https://openalex.org/W3043027543","https://openalex.org/W3045594053","https://openalex.org/W3047152252","https://openalex.org/W3048817311","https://openalex.org/W3088814222","https://openalex.org/W3089076379","https://openalex.org/W3094365221","https://openalex.org/W3099639193","https://openalex.org/W3109679373","https://openalex.org/W3112320755","https://openalex.org/W3112379500","https://openalex.org/W3113416933","https://openalex.org/W3114299812","https://openalex.org/W3123680532","https://openalex.org/W3126978947","https://openalex.org/W3133935554","https://openalex.org/W3157852503","https://openalex.org/W3163531463","https://openalex.org/W3165594776","https://openalex.org/W3172357363","https://openalex.org/W3181748866","https://openalex.org/W3181994071","https://openalex.org/W3216140718","https://openalex.org/W3216905586","https://openalex.org/W4205635234","https://openalex.org/W4210498946","https://openalex.org/W4210951901","https://openalex.org/W4212945250","https://openalex.org/W4220665761","https://openalex.org/W4285217109","https://openalex.org/W4287220063","https://openalex.org/W4289205201","https://openalex.org/W4296717743","https://openalex.org/W4306761536","https://openalex.org/W4308454489","https://openalex.org/W4313598763","https://openalex.org/W4313886683","https://openalex.org/W4315786666","https://openalex.org/W4319441631","https://openalex.org/W4322762371","https://openalex.org/W4372353269","https://openalex.org/W4384340659","https://openalex.org/W4385520151","https://openalex.org/W4385656594","https://openalex.org/W4387917794","https://openalex.org/W4389051262","https://openalex.org/W4390481856","https://openalex.org/W4390481895","https://openalex.org/W4391167066","https://openalex.org/W4391250037","https://openalex.org/W4394863084","https://openalex.org/W4395960232","https://openalex.org/W4399206149","https://openalex.org/W6618066272","https://openalex.org/W6804426554","https://openalex.org/W7073846358"],"related_works":["https://openalex.org/W2900815081","https://openalex.org/W2605305511","https://openalex.org/W2890253170","https://openalex.org/W2172005629","https://openalex.org/W4242023235","https://openalex.org/W2909114505","https://openalex.org/W2153901834","https://openalex.org/W1518046314","https://openalex.org/W3040344224","https://openalex.org/W4306761536"],"abstract_inverted_index":{"In":[0,103],"the":[1,15,34,37,46,63,67,78,91,96,104,112,127,133,144,151],"context":[2],"in":[3,26,66,85,158],"which":[4,148],"severe":[5],"visual":[6],"impairment":[7],"significantly":[8],"affects":[9],"human":[10],"life,":[11],"this":[12,32,60,106,142],"article":[13,35,75],"emphasizes":[14],"potential":[16,65,98,129],"of":[17,39,48,71,114,132,153],"Artificial":[18],"Intelligence":[19],"(AI)":[20],"and":[21,44,50,94,130,155],"Visible":[22],"Light":[23],"Communications":[24],"(VLC)":[25],"developing":[27],"future":[28],"assistive":[29,88],"technologies.":[30],"Toward":[31],"path,":[33],"summarizes":[36],"features":[38],"some":[40,131],"commercial":[41],"assistance":[42,119,162],"solutions,":[43],"debates":[45],"characteristics":[47],"VLC":[49,83,101,118,156],"AI,":[51],"emphasizing":[52,95],"their":[53],"compatibility":[54],"with":[55,100],"blind":[56,86],"individuals'":[57],"needs.":[58],"Additionally,":[59],"work":[61,80,107,147],"highlights":[62],"AI":[64,154],"efficient":[68],"early":[69],"detection":[70],"eye":[72],"diseases.":[73],"This":[74],"also":[76],"reviews":[77],"existing":[79,92],"oriented":[81],"toward":[82,111],"integration":[84,152],"persons'":[87,161],"applications,":[89],"showing":[90],"progress":[93],"high":[97,128],"associated":[99],"use.":[102],"end,":[105],"provides":[108],"a":[109],"roadmap":[110],"development":[113],"an":[115],"integrated":[116],"AI-based":[117],"solution":[120],"for":[121],"visually":[122,159],"impaired":[123,160],"people,":[124],"pointing":[125],"out":[126],"steps":[134],"to":[135],"follow.":[136],"As":[137],"far":[138],"as":[139],"we":[140],"know,":[141],"is":[143],"first":[145],"comprehensive":[146],"focuses":[149],"on":[150],"technologies":[157],"domain.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
