{"id":"https://openalex.org/W4403331694","doi":"https://doi.org/10.23919/fusion59988.2024.10706320","title":"Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer","display_name":"Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4403331694","doi":"https://doi.org/10.23919/fusion59988.2024.10706320"},"language":"en","primary_location":{"id":"doi:10.23919/fusion59988.2024.10706320","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fusion59988.2024.10706320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Information Fusion (FUSION)","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/A5022784496","display_name":"Marco Cominelli","orcid":"https://orcid.org/0000-0002-1838-348X"},"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":true,"raw_author_name":"Marco Cominelli","raw_affiliation_strings":["Politecnico di Milano,DEIB,Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,DEIB,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034071044","display_name":"Francesco Gringoli","orcid":"https://orcid.org/0000-0003-2621-582X"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Gringoli","raw_affiliation_strings":["University of Brescia,DII,Italy"],"affiliations":[{"raw_affiliation_string":"University of Brescia,DII,Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022713560","display_name":"Lance Kaplan","orcid":"https://orcid.org/0000-0002-3627-4471"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance M. Kaplan","raw_affiliation_strings":["DEVCOM Army Research Lab,USA"],"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Lab,USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074563122","display_name":"Mani Srivastava","orcid":"https://orcid.org/0000-0002-3782-9192"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mani B. Srivastava","raw_affiliation_strings":["University of California,ECE Department,Los Angeles,USA"],"affiliations":[{"raw_affiliation_string":"University of California,ECE Department,Los Angeles,USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072710973","display_name":"Trevor Bihl","orcid":"https://orcid.org/0000-0003-2431-2749"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trevor Bihl","raw_affiliation_strings":["Air Force Research Laboratory,USA"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory,USA","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023894377","display_name":"Erik Blasch","orcid":"https://orcid.org/0000-0001-6894-6108"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik P. Blasch","raw_affiliation_strings":["Air Force Research Laboratory,USA"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory,USA","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062068291","display_name":"Nandini Iyer","orcid":"https://orcid.org/0000-0002-5683-3023"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nandini Iyer","raw_affiliation_strings":["Air Force Research Laboratory,USA"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory,USA","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043937484","display_name":"Federico Cerutti","orcid":"https://orcid.org/0000-0003-0755-0358"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Cerutti","raw_affiliation_strings":["University of Brescia,DII,Italy"],"affiliations":[{"raw_affiliation_string":"University of Brescia,DII,Italy","institution_ids":["https://openalex.org/I79940851"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5022784496"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":1.5363,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81936168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9699000120162964,"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/T10860","display_name":"Speech and Audio Processing","score":0.9664000272750854,"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":0.6126568913459778},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5983497500419617},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5487077236175537},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.492076575756073},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.42778468132019043},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.418948769569397},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29497483372688293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29432666301727295},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1852119266986847},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.09855899214744568},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08387541770935059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6126568913459778},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5983497500419617},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5487077236175537},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.492076575756073},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.42778468132019043},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.418948769569397},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29497483372688293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29432666301727295},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1852119266986847},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.09855899214744568},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08387541770935059},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.23919/fusion59988.2024.10706320","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fusion59988.2024.10706320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unibs.it:11379/640588","is_oa":false,"landing_page_url":"https://hdl.handle.net/11379/640588","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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"},{"id":"pmh:oai:re.public.polimi.it:11311/1280623","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1280623","pdf_url":null,"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":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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W175530405","https://openalex.org/W1824971879","https://openalex.org/W2102506621","https://openalex.org/W2142434793","https://openalex.org/W2225666389","https://openalex.org/W2794542628","https://openalex.org/W2962896489","https://openalex.org/W2997563872","https://openalex.org/W3042570042","https://openalex.org/W3045787429","https://openalex.org/W3109228974","https://openalex.org/W3130830318","https://openalex.org/W3154009503","https://openalex.org/W3201512878","https://openalex.org/W4283705653","https://openalex.org/W4292072689","https://openalex.org/W4310497342","https://openalex.org/W4366251083","https://openalex.org/W4380534756","https://openalex.org/W4386159134","https://openalex.org/W6640963894","https://openalex.org/W6751691560","https://openalex.org/W6752745768","https://openalex.org/W6861604311"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W2379392295","https://openalex.org/W3160965418","https://openalex.org/W613940353","https://openalex.org/W1987967678","https://openalex.org/W2320915480","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233"],"abstract_inverted_index":{"Wi-Fi":[0,23,67,73,135],"devices,":[1],"akin":[2],"to":[3,14,31,89,141],"passive":[4],"radars,":[5],"can":[6,75],"discern":[7],"human":[8,16,45,90,145],"activities":[9,91],"within":[10],"indoor":[11],"settings":[12],"due":[13],"the":[15,33,36,40,44,54,134,142,153,165],"body\u2019s":[17],"interaction":[18],"with":[19,43],"electromagnetic":[20],"signals.":[21],"Current":[22],"sensing":[24],"applications":[25],"predominantly":[26],"employ":[27],"data-driven":[28],"learning":[29,154],"techniques":[30,51],"associate":[32],"fluctuations":[34],"in":[35,144],"physical":[37],"properties":[38],"of":[39,113,133,152,167],"communication":[41],"channel":[42],"activity":[46,146],"causing":[47],"them.":[48],"However,":[49],"these":[50],"often":[52],"lack":[53],"desired":[55],"flexibility":[56],"and":[57,126],"transparency.":[58],"This":[59],"paper":[60],"introduces":[61],"DeepProbHAR,":[62],"a":[63,123,150],"neuro-symbolic":[64,97],"architecture":[65],"for":[66,160],"sensing,":[68],"providing":[69],"initial":[70],"evidence":[71,102],"that":[72,163],"signals":[74,129],"differentiate":[76],"between":[77],"simple":[78,161],"movements,":[79,85],"such":[80,101],"as":[81,149],"leg":[82],"or":[83,94,109],"arm":[84],"which":[86,174],"are":[87],"integral":[88],"like":[92],"running":[93],"walking.":[95],"The":[96,111],"approach":[98],"affords":[99],"gathering":[100],"without":[103],"needing":[104],"additional":[105],"specialised":[106,158],"data":[107],"collection":[108],"labelling.":[110],"training":[112],"DeepProbHAR":[114,137,156],"is":[115],"facilitated":[116],"by":[117,127],"declarative":[118],"domain":[119],"knowledge":[120],"obtained":[121],"from":[122,130],"camera":[124],"feed":[125],"fusing":[128],"various":[131],"antennas":[132],"receivers.":[136],"achieves":[138],"results":[139],"comparable":[140],"state-of-the-art":[143],"recognition.":[147],"Moreover,":[148],"by-product":[151],"process,":[155],"generates":[157],"classifiers":[159],"movements":[162],"match":[164],"accuracy":[166],"models":[168],"trained":[169],"on":[170],"finely":[171],"labelled":[172],"datasets,":[173],"would":[175],"be":[176],"particularly":[177],"costly.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-02-26T08:16:20.718346","created_date":"2025-10-10T00:00:00"}
