{"id":"https://openalex.org/W2620342849","doi":"https://doi.org/10.1109/wowmom.2017.7974309","title":"Millimetric diagnosis: Machine learning based network analysis for mm-wave communication","display_name":"Millimetric diagnosis: Machine learning based network analysis for mm-wave communication","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2620342849","doi":"https://doi.org/10.1109/wowmom.2017.7974309","mag":"2620342849"},"language":"en","primary_location":{"id":"doi:10.1109/wowmom.2017.7974309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wowmom.2017.7974309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)","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/A5026596135","display_name":"Maria Scalabrin","orcid":"https://orcid.org/0000-0002-8434-6759"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Scalabrin","raw_affiliation_strings":["Dept. of Inf. Eng., University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Inf. Eng., University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012618073","display_name":"Michele Rossi","orcid":"https://orcid.org/0000-0003-1121-324X"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Rossi","raw_affiliation_strings":["Dept. of Inf. Eng., University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Inf. Eng., University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078190991","display_name":"Guillermo Bielsa","orcid":"https://orcid.org/0000-0002-8765-9726"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillermo Bielsa","raw_affiliation_strings":["IMDEA Networks Institute, Leganes, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute, Leganes, Madrid, Spain","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071758944","display_name":"Adrian Loch","orcid":"https://orcid.org/0000-0002-2024-1712"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Adrian Loch","raw_affiliation_strings":["IMDEA Networks Institute, Leganes, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute, Leganes, Madrid, Spain","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064963698","display_name":"Joerg Widmer","orcid":"https://orcid.org/0000-0001-6667-8779"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joerg Widmer","raw_affiliation_strings":["IMDEA Networks Institute, Leganes, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute, Leganes, Madrid, Spain","institution_ids":["https://openalex.org/I2802499160"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T10187","display_name":"Radio Frequency Integrated Circuit Design","score":0.9986000061035156,"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":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/troubleshooting","display_name":"Troubleshooting","score":0.8813141584396362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7916592359542847},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.6071189641952515},{"id":"https://openalex.org/keywords/narrowband","display_name":"Narrowband","score":0.5496751070022583},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5378974676132202},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4965572953224182},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.45154520869255066},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4352865219116211},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4309951961040497},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24382948875427246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10380122065544128}],"concepts":[{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.8813141584396362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7916592359542847},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.6071189641952515},{"id":"https://openalex.org/C2776096036","wikidata":"https://www.wikidata.org/wiki/Q1140483","display_name":"Narrowband","level":2,"score":0.5496751070022583},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5378974676132202},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4965572953224182},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.45154520869255066},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4352865219116211},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4309951961040497},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24382948875427246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10380122065544128},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wowmom.2017.7974309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wowmom.2017.7974309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)","raw_type":"proceedings-article"},{"id":"pmh:oai:www.research.unipd.it:11577/3279876","is_oa":false,"landing_page_url":"http://hdl.handle.net/11577/3279876","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7400000095367432}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1481277647","https://openalex.org/W1534613512","https://openalex.org/W1589170661","https://openalex.org/W1983989471","https://openalex.org/W1984114931","https://openalex.org/W1997086281","https://openalex.org/W2011208599","https://openalex.org/W2022539437","https://openalex.org/W2032005922","https://openalex.org/W2049633694","https://openalex.org/W2064218608","https://openalex.org/W2073459066","https://openalex.org/W2076618452","https://openalex.org/W2077574412","https://openalex.org/W2078702455","https://openalex.org/W2086699924","https://openalex.org/W2096118443","https://openalex.org/W2097795807","https://openalex.org/W2106275682","https://openalex.org/W2113952909","https://openalex.org/W2117675851","https://openalex.org/W2119347354","https://openalex.org/W2119357806","https://openalex.org/W2127218421","https://openalex.org/W2134195709","https://openalex.org/W2153331007","https://openalex.org/W2159347248","https://openalex.org/W2170429532","https://openalex.org/W2240763299","https://openalex.org/W2257904909","https://openalex.org/W2303233886","https://openalex.org/W2311907317","https://openalex.org/W2472003219","https://openalex.org/W3150719513","https://openalex.org/W6628721250","https://openalex.org/W6668990524","https://openalex.org/W6670358961","https://openalex.org/W6677992996","https://openalex.org/W6678117132","https://openalex.org/W6678914141","https://openalex.org/W6679875567","https://openalex.org/W6682662192","https://openalex.org/W6698369844"],"related_works":["https://openalex.org/W3013479934","https://openalex.org/W4210597238","https://openalex.org/W4318325534","https://openalex.org/W4206476896","https://openalex.org/W4240398146","https://openalex.org/W2950310564","https://openalex.org/W4238338086","https://openalex.org/W2467308209","https://openalex.org/W2913357653","https://openalex.org/W1981753479"],"abstract_inverted_index":{"Troubleshooting":[0],"millimeter-wave":[1],"(mm-wave)":[2],"wireless":[3,49,165],"networks":[4],"is":[5,30,43,79,138],"complex":[6],"due":[7],"to":[8,32,40,115,193],"the":[9,12,77,87,99,152,155,169,177],"directionality":[10],"of":[11,69,76,91,154],"communication.":[13],"Issues":[14],"such":[15,55,63],"as":[16,64],"deafness,":[17],"misaligned":[18],"antennas,":[19],"or":[20],"blockage":[21],"may":[22],"severely":[23],"impact":[24],"network":[25,34,78],"performance,":[26],"and":[27,89,130],"identifying":[28],"them":[29],"crucial":[31],"improve":[33],"deployments.":[35],"To":[36],"this":[37,83],"end,":[38],"access":[39],"lower-layer":[41],"information":[42,68,192],"important.":[44],"However,":[45],"commercial":[46],"off-the-shelf":[47,164],"mm-wave":[48,197],"devices":[50,166],"typically":[51,80],"do":[52],"not":[53,113],"provide":[54],"information.":[56],"Even":[57],"if":[58],"they":[59],"would,":[60],"detecting":[61],"effects":[62],"deafness":[65],"based":[66],"on":[67,132],"a":[70,121,139],"single":[71],"node":[72],"that":[73,96,176],"forms":[74],"part":[75],"hard.":[81],"In":[82],"paper,":[84],"we":[85],"present":[86],"design":[88],"evaluation":[90],"an":[92],"external":[93],"sniffing":[94],"device":[95],"can":[97],"infer":[98],"aforementioned":[100],"performance":[101,160],"issues":[102,195],"only":[103],"using":[104,163],"narrowband":[105],"physical":[106,182],"layer":[107,183],"energy":[108,146],"traces.":[109,156],"Our":[110,135,173],"sniffer":[111],"does":[112],"need":[114],"decode":[116],"any":[117],"data,":[118],"resulting":[119],"in":[120,161,168,185,196],"simple":[122],"but":[123],"effective":[124],"approach":[125],"which":[126,143],"also":[127],"preserves":[128],"privacy":[129],"works":[131],"encrypted":[133],"networks.":[134,198],"key":[136],"contribution":[137],"machine":[140],"learning":[141],"framework":[142,179],"enables":[144],"automated":[145],"trace":[147],"analysis":[148],"while":[149],"coping":[150],"with":[151],"non-stationarity":[153],"We":[157],"evaluate":[158],"its":[159],"practice":[162],"operating":[167],"60":[170],"GHz":[171],"band.":[172],"results":[174],"show":[175],"above":[178],"correctly":[180],"infers":[181],"events":[184],"virtually":[186],"all":[187],"cases,":[188],"thus":[189],"providing":[190],"valuable":[191],"troubleshoot":[194]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
