{"id":"https://openalex.org/W4408182352","doi":"https://doi.org/10.1109/lwc.2025.3548929","title":"Enhancing Localization and Synchronization Through Neural Networks","display_name":"Enhancing Localization and Synchronization Through Neural Networks","publication_year":2025,"publication_date":"2025-03-06","ids":{"openalex":"https://openalex.org/W4408182352","doi":"https://doi.org/10.1109/lwc.2025.3548929"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2025.3548929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3548929","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-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/A5083839793","display_name":"Islam Abu Mahady","orcid":"https://orcid.org/0000-0002-5876-8640"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Islam Abu Mahady","raw_affiliation_strings":["Electrical and Computer Engineering Department, Lakehead University, Thunder Bay, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5876-8640","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Lakehead University, Thunder Bay, ON, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053562455","display_name":"Deeb Assad Tubail","orcid":null},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Deeb Assad Tubail","raw_affiliation_strings":["Electrical and Computer Engineering Department, Lakehead University, Thunder Bay, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1950-0083","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Lakehead University, Thunder Bay, ON, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115872843","display_name":"Mohammed Zourob","orcid":"https://orcid.org/0000-0001-8385-0876"},"institutions":[{"id":"https://openalex.org/I4210118935","display_name":"Innovative Wireless Technologies (United States)","ror":"https://ror.org/029xftc44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210118935"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammed Zourob","raw_affiliation_strings":["Wireless Technologies R&#x0026;D Department, CableLabs, Louisville, CO, USA"],"raw_orcid":"https://orcid.org/0000-0001-8385-0876","affiliations":[{"raw_affiliation_string":"Wireless Technologies R&#x0026;D Department, CableLabs, Louisville, CO, USA","institution_ids":["https://openalex.org/I4210118935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088692076","display_name":"Salama Ikki","orcid":"https://orcid.org/0000-0003-3868-4447"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Salama Ikki","raw_affiliation_strings":["Electrical and Computer Engineering Department, Lakehead University, Thunder Bay, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3868-4447","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Lakehead University, Thunder Bay, ON, Canada","institution_ids":["https://openalex.org/I72541430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.015855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"5","first_page":"1556","last_page":"1560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9297000169754028,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9297000169754028,"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/computer-science","display_name":"Computer science","score":0.6737664937973022},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6713272333145142},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5221924185752869},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.364102303981781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3450007438659668}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737664937973022},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6713272333145142},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5221924185752869},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.364102303981781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3450007438659668},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2025.3548929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3548929","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W624827785","https://openalex.org/W2593683299","https://openalex.org/W3007810166","https://openalex.org/W3127046748","https://openalex.org/W3145336456","https://openalex.org/W3160109425","https://openalex.org/W3208078570","https://openalex.org/W3209612507","https://openalex.org/W4285255953","https://openalex.org/W4293211611","https://openalex.org/W4293812037","https://openalex.org/W4312050976","https://openalex.org/W4388676597","https://openalex.org/W4393108830"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"letter":[1],"improves":[2],"the":[3,73,79,85,89,92,99,102],"interpretability":[4,64],"of":[5,78,91,101],"neural":[6],"networks":[7],"(NNs)":[8],"while":[9],"designing":[10],"a":[11,69],"low-complexity,":[12],"yet":[13],"efficient,":[14],"joint":[15],"localization-synchronization":[16],"method.":[17],"It":[18],"focuses":[19],"on":[20],"reconfigurable":[21],"intelligent":[22],"surface":[23],"(RIS)-assisted":[24],"millimeter-wave":[25],"(mmwave)":[26],"communication":[27],"systems.":[28],"The":[29,59],"goal":[30],"is":[31,51,81],"to":[32,53],"achieve":[33],"jointly":[34],"accurate":[35],"localization":[36],"and":[37,68,97],"synchronization,":[38],"even":[39],"under":[40],"real-world":[41],"conditions":[42],"with":[43,56],"hardware":[44],"impairments":[45],"(HWI).":[46],"A":[47],"novel":[48],"NNs-based":[49],"method":[50],"proposed":[52],"counteract":[54],"HWI":[55],"reduced":[57],"complexity.":[58],"mathematical":[60,70],"framework":[61],"for":[62,72],"NNs":[63],"has":[65],"been":[66],"investigated,":[67],"expression":[71],"mean":[74],"squared":[75],"error":[76],"(MSE)":[77],"solution":[80],"analytically":[82],"derived.":[83],"Furthermore,":[84],"simulation":[86],"results":[87],"confirm":[88],"reliability":[90],"approach,":[93],"demonstrating":[94],"effective":[95],"performance":[96],"validating":[98],"accuracy":[100],"MSE":[103],"derivation":[104],"across":[105],"various":[106],"scenarios.":[107]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
