{"id":"https://openalex.org/W4387250190","doi":"https://doi.org/10.1109/mcom.003.2200718","title":"Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation","display_name":"Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation","publication_year":2023,"publication_date":"2023-09-01","ids":{"openalex":"https://openalex.org/W4387250190","doi":"https://doi.org/10.1109/mcom.003.2200718"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.003.2200718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.003.2200718","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cris.unibo.it/bitstream/11585/964883/4/multiband%20measurements%20for%20deep%20learning%20post%20print.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077895286","display_name":"Faruk Pasic","orcid":"https://orcid.org/0000-0002-4380-563X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Faruk Pasic","raw_affiliation_strings":["Institute of Telecommunications,TU Wien,Austria","TU Wien, Institute of Telecommunications, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications,TU Wien,Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"TU Wien, Institute of Telecommunications, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021764238","display_name":"Nicola Di Cicco","orcid":"https://orcid.org/0000-0002-1524-8178"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Di Cicco","raw_affiliation_strings":["Politecnico di Milano,DEIB,Italy","DEIB, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,DEIB,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"DEIB, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029620038","display_name":"Marco Skocaj","orcid":"https://orcid.org/0000-0001-9172-0422"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Skocaj","raw_affiliation_strings":["University of Bologna, and WiLab, CNIT,DEI,Italy","DEI, University of Bologna, and WiLab, CNIT, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, and WiLab, CNIT,DEI,Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"DEI, University of Bologna, and WiLab, CNIT, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038468421","display_name":"Massimo Tornatore","orcid":"https://orcid.org/0000-0003-0740-1061"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Tornatore","raw_affiliation_strings":["Politecnico di Milano,DEIB,Italy","DEIB, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,DEIB,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"DEIB, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072684321","display_name":"\u0160tefan Schwarz","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Schwarz","raw_affiliation_strings":["Institute of Telecommunications,TU Wien,Austria","TU Wien, Institute of Telecommunications, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications,TU Wien,Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"TU Wien, Institute of Telecommunications, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014100872","display_name":"Christoph F. Mecklenbr\u00e4uker","orcid":"https://orcid.org/0000-0001-9571-0379"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph F. Mecklenbr\u00e4uker","raw_affiliation_strings":["Institute of Telecommunications,TU Wien,Austria","TU Wien, Institute of Telecommunications, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications,TU Wien,Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"TU Wien, Institute of Telecommunications, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092984862","display_name":"Vittorio Oegli-Esposti","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Oegli-Esposti","raw_affiliation_strings":["University of Bologna, and WiLab, CNIT,DEI,Italy","DEI, University of Bologna, and WiLab, CNIT, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bologna, and WiLab, CNIT,DEI,Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"DEI, University of Bologna, and WiLab, CNIT, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5077895286"],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":1.6691,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84256902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"61","issue":"9","first_page":"98","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9901000261306763,"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/T10860","display_name":"Speech and Audio Processing","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8775899410247803},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7664196491241455},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5344587564468384},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5277426838874817},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.480925053358078},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4696456789970398},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33459389209747314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3333279490470886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32471829652786255},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30379998683929443},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2727286219596863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8775899410247803},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7664196491241455},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5344587564468384},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5277426838874817},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.480925053358078},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4696456789970398},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33459389209747314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3333279490470886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32471829652786255},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30379998683929443},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2727286219596863},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcom.003.2200718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.003.2200718","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/964883","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/964883","pdf_url":"https://cris.unibo.it/bitstream/11585/964883/4/multiband%20measurements%20for%20deep%20learning%20post%20print.pdf","source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:re.public.polimi.it:11311/1255397","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1255397","pdf_url":"https://re.public.polimi.it/bitstream/11311/1255397/3/_ComMag_2023____Multi_band_Measurements_for_Deep_Learning_based_Dynamic_Channel_Prediction_and_Simulation.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:cris.unibo.it:11585/964883","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/964883","pdf_url":"https://cris.unibo.it/bitstream/11585/964883/4/multiband%20measurements%20for%20deep%20learning%20post%20print.pdf","source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G5731379507","display_name":null,"funder_award_id":"880830","funder_id":"https://openalex.org/F4320323031","funder_display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft"}],"funders":[{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387250190.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2110242546","https://openalex.org/W2118371809","https://openalex.org/W2158246347","https://openalex.org/W2212703438","https://openalex.org/W2732642034","https://openalex.org/W2810482148","https://openalex.org/W2916570853","https://openalex.org/W2963684088","https://openalex.org/W3013008552","https://openalex.org/W3171884590","https://openalex.org/W3210082680","https://openalex.org/W4281552421","https://openalex.org/W6677425336","https://openalex.org/W6685352114","https://openalex.org/W6688167117","https://openalex.org/W6944484500"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W2064303750","https://openalex.org/W3048672182","https://openalex.org/W1509300825","https://openalex.org/W2360932317","https://openalex.org/W3118170786"],"abstract_inverted_index":{"Next-generation":[0],"mobile":[1,50],"communication":[2],"systems":[3],"are":[4,37],"planned":[5],"to":[6,39,57,61,67],"support":[7,47],"millimeter":[8],"Wave":[9],"(mmWave)":[10],"transmission":[11],"in":[12,18,48,65,166,179],"scenarios":[13],"with":[14,24,27],"high-mobility,":[15],"such":[16,32],"as":[17,33,41],"private":[19],"industrial":[20],"networks.":[21,76],"To":[22],"cope":[23],"propagation":[25],"environments":[26],"unprecedented":[28],"challenges,":[29],"data-driven":[30],"methodologies":[31,72],"Machine":[34],"Learning":[35],"(ML)":[36],"expected":[38],"act":[40],"a":[42,79,95],"fundamental":[43],"tool":[44],"for":[45,73,82,116],"decision":[46],"future":[49,158],"systems.":[51],"However,":[52],"high-quality":[53],"measurement":[54],"datasets":[55],"need":[56],"be":[58],"made":[59],"available":[60,170],"the":[62,100,107,176],"research":[63,160],"community":[64],"order":[66],"develop":[68],"and":[69,89,109,119,148,175],"benchmark":[70],"ML-based":[71,113],"next-generation":[74],"wireless":[75],"We":[77,125],"present":[78],"reliable":[80],"testbed":[81],"collecting":[83],"channel":[84,114,144,150],"measurements":[85],"at":[86],"sub-6":[87],"GHz":[88],"mmWave":[90,120],"frequencies.":[91],"Further,":[92],"we":[93,156],"describe":[94],"rich":[96],"dataset":[97,105,164],"collected":[98],"using":[99],"presented":[101],"testbed.":[102],"Our":[103],"public":[104],"enables":[106],"development":[108],"testing":[110],"of":[111],"innovative":[112],"simulators":[115],"both":[117],"sub-6GHz":[118],"bands":[121],"on":[122,134,140,171],"real-world":[123],"data.":[124],"conclude":[126],"this":[127,167],"paper":[128],"by":[129],"discussing":[130],"promising":[131],"experimental":[132],"results":[133],"two":[135],"illustrative":[136],"ML":[137],"tasks":[138],"leveraging":[139],"our":[141,180],"dataset,":[142],"namely,":[143],"impulse":[145],"response":[146],"forecasting":[147],"synthetic":[149],"transfer":[151],"function":[152],"generation,":[153],"upon":[154],"which":[155],"propose":[157],"exploratory":[159],"directions.":[161],"The":[162],"original":[163],"employed":[165],"work":[168],"is":[169,183],"IEEE":[172],"DataPort":[173],"(https://dx.doi.org/10.21227/3tpp-j394),":[174],"code":[177],"utilized":[178],"numerical":[181],"experiments":[182],"publicly":[184],"accessible":[185],"via":[186],"CodeOcean":[187],"(https://codeocean.com/capsule/9619772/tree).":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
