{"id":"https://openalex.org/W4408100472","doi":"https://doi.org/10.1109/rws62086.2025.10904839","title":"UNet-Based Deep Learning Pathloss Estimator with Boundary Condition Input","display_name":"UNet-Based Deep Learning Pathloss Estimator with Boundary Condition Input","publication_year":2025,"publication_date":"2025-01-19","ids":{"openalex":"https://openalex.org/W4408100472","doi":"https://doi.org/10.1109/rws62086.2025.10904839"},"language":"en","primary_location":{"id":"doi:10.1109/rws62086.2025.10904839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rws62086.2025.10904839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Radio and Wireless Symposium (RWS)","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":"https://openalex.org/A5100601764","display_name":"Arash Ahmadi","orcid":"https://orcid.org/0009-0008-4722-0664"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arash Ahmadi","raw_affiliation_strings":["&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005691558","display_name":"Abhiroop Bhattacharya","orcid":"https://orcid.org/0000-0003-2883-0754"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abhiroop Bhattacharya","raw_affiliation_strings":["&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040354814","display_name":"Mathieu Gratuze","orcid":"https://orcid.org/0000-0002-8387-5288"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mathieu Gratuze","raw_affiliation_strings":["&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030403617","display_name":"Sylvain G. Cloutier","orcid":"https://orcid.org/0000-0003-0092-5241"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sylvain G. Cloutier","raw_affiliation_strings":["&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025371655","display_name":"Richard Al Hadi","orcid":"https://orcid.org/0000-0002-1598-524X"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Richard Al Hadi","raw_affiliation_strings":["&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Department of Electrical Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":null,"apc_paid":null,"fwci":4.2124,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93082374,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9865000247955322,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9865000247955322,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9473999738693237,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/estimator","display_name":"Estimator","score":0.6800269484519958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6391412615776062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41954272985458374},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26058968901634216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21270933747291565}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6800269484519958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6391412615776062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41954272985458374},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26058968901634216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21270933747291565}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rws62086.2025.10904839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rws62086.2025.10904839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Radio and Wireless Symposium (RWS)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:30797","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/30797/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2155477820","https://openalex.org/W2400214132","https://openalex.org/W2947146353","https://openalex.org/W3131967102","https://openalex.org/W4389459365","https://openalex.org/W4391991987","https://openalex.org/W6847381358"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4287880334","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W4366700029","https://openalex.org/W2376932109"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,30,34,43,50,69,80],"UNet-based":[4],"deep":[5],"learning":[6],"framework":[7,18],"for":[8],"pathloss":[9,41,61],"estimation":[10],"in":[11,42],"wireless":[12],"communication.":[13],"Unlike":[14],"traditional":[15,81],"methods,":[16],"this":[17],"does":[19],"not":[20],"require":[21],"knowledge":[22],"of":[23,49,72],"the":[24,40,47,56],"source":[25],"location.":[26],"The":[27],"model":[28,58],"uses":[29],"boundary":[31],"vector":[32],"and":[33],"map":[35],"as":[36],"inputs":[37],"to":[38,76],"estimate":[39],"given":[44],"area":[45],"without":[46],"presence":[48],"source.":[51],"Our":[52],"results":[53],"show":[54],"that":[55],"proposed":[57],"achieves":[59],"accurate":[60],"estimates":[62],"at":[63],"5.9":[64],"GHz":[65],"frequency":[66],"band":[67],"with":[68],"mean":[70],"error":[71],"0.35":[73],"dB":[74],"compared":[75],"simulation":[77],"values":[78],"using":[79],"dominant":[82],"path":[83],"model.":[84]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
