{"id":"https://openalex.org/W4414538771","doi":"https://doi.org/10.1109/icc52391.2025.11161462","title":"Generative AI-Enabled Blockage Prediction for Robust Dual-Band mmWave Communication","display_name":"Generative AI-Enabled Blockage Prediction for Robust Dual-Band mmWave Communication","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414538771","doi":"https://doi.org/10.1109/icc52391.2025.11161462"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","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/A5102841367","display_name":"Mohammad R. Ghassemi","orcid":"https://orcid.org/0000-0002-0641-0073"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohammad Ghassemi","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa,Ottawa,Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029174209","display_name":"Han Zhang","orcid":"https://orcid.org/0009-0005-2386-3559"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Han Zhang","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa,Ottawa,Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071889415","display_name":"Ali Afana","orcid":"https://orcid.org/0000-0001-5253-2429"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Afana","raw_affiliation_strings":["Ericsson Inc.,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Ericsson Inc.,Ottawa,Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074645771","display_name":"Akram Bin Sediq","orcid":"https://orcid.org/0000-0003-1260-2853"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Akram Bin Sediq","raw_affiliation_strings":["Ericsson Inc.,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Ericsson Inc.,Ottawa,Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089891162","display_name":"Melike Erol\u2010Kantarci","orcid":"https://orcid.org/0000-0001-6787-8457"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Melike Erol-Kantarci","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa,Ottawa,Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102841367"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":1.6388,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86677435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"476","last_page":"481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9995999932289124,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9995999932289124,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9922000169754028,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/cloud-computing","display_name":"Cloud computing","score":0.6312000155448914},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5439000129699707},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5188999772071838},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.42329999804496765},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.39169999957084656},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.3822999894618988},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.3366999924182892},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.31850001215934753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491000294685364},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6312000155448914},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5439000129699707},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5188999772071838},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48829999566078186},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.42329999804496765},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.39169999957084656},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3822999894618988},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3758000135421753},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3424000144004822},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3366999924182892},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.31709998846054077},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30090001225471497},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.29660001397132874},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.25949999690055847},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.25279998779296875},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11161462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1970767514","https://openalex.org/W2295019192","https://openalex.org/W2464275509","https://openalex.org/W2897708248","https://openalex.org/W2899506590","https://openalex.org/W2955897898","https://openalex.org/W2979132770","https://openalex.org/W3036327743","https://openalex.org/W3039059058","https://openalex.org/W3094502228","https://openalex.org/W3121955719","https://openalex.org/W4315777499","https://openalex.org/W4402508586","https://openalex.org/W4406025406","https://openalex.org/W4408325091"],"related_works":[],"abstract_inverted_index":{"In":[0,35],"mmWave":[1,33,53],"wireless":[2],"networks,":[3],"signal":[4],"blockages":[5],"present":[6],"a":[7,40,79,99,138],"significant":[8],"challenge":[9],"due":[10],"to":[11,14,27,58,91,132],"the":[12,19,67,107,125,133],"susceptibility":[13],"environmental":[15],"moving":[16],"obstructions.":[17],"Recently,":[18],"availability":[20],"of":[21,70,109,142],"visual":[22,72,110],"data":[23,111],"has":[24],"been":[25],"leveraged":[26],"enhance":[28],"blockage":[29,47,139],"prediction":[30,48,140],"accuracy":[31,141],"in":[32],"networks.":[34],"this":[36],"work,":[37],"we":[38,74],"propose":[39],"Vision":[41],"Transformer":[42],"(ViT)-based":[43],"approach":[44],"for":[45],"visual-aided":[46],"that":[49,104],"intelligently":[50],"switches":[51],"between":[52,113],"and":[54,62,116,130],"Sub-6":[55],"GHz":[56],"frequencies":[57],"maximize":[59],"network":[60],"throughput":[61],"maintain":[63],"reliable":[64],"connectivity.":[65],"Given":[66],"computational":[68,94],"demands":[69],"processing":[71],"data,":[73],"implement":[75],"our":[76],"solution":[77],"within":[78],"hierarchical":[80],"fog-cloud":[81],"computing":[82],"architecture,":[83],"where":[84],"fog":[85,114],"nodes":[86,115],"collaborate":[87],"with":[88,124],"cloud":[89,117],"servers":[90],"efficiently":[92],"manage":[93],"tasks.":[95],"This":[96],"structure":[97],"incorporates":[98],"generative":[100],"AI-based":[101],"compression":[102],"technique":[103],"significantly":[105],"reduces":[106],"volume":[108],"transmitted":[112],"centers.":[118],"Our":[119],"proposed":[120],"method":[121],"is":[122],"tested":[123],"real-world":[126],"DeepSense":[127],"6G":[128],"dataset,":[129],"according":[131],"simulation":[134],"results,":[135],"it":[136],"achieves":[137],"<tex":[143],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[144],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{9":[145],"2.":[146],"7":[147],"8":[148],"\\%}$</tex>":[149],"while":[150],"reducing":[151],"bandwidth":[152],"usage":[153],"by":[154],"70.31":[155],"%.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}
