{"id":"https://openalex.org/W4408711294","doi":"https://doi.org/10.1109/lwc.2025.3553536","title":"Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems","display_name":"Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems","publication_year":2025,"publication_date":"2025-03-22","ids":{"openalex":"https://openalex.org/W4408711294","doi":"https://doi.org/10.1109/lwc.2025.3553536"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2025.3553536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3553536","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-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/A5116738635","display_name":"Juan Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juan Qin","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005274577","display_name":"Lixiang Lian","orcid":"https://orcid.org/0000-0002-9958-7264"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixiang Lian","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5116738635"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05437171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"6","first_page":"1713","last_page":"1717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9804999828338623,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9804999828338623,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9787999987602234,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/beamforming","display_name":"Beamforming","score":0.7574323415756226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6710109114646912},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.34811365604400635},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3402423858642578}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7574323415756226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6710109114646912},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.34811365604400635},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3402423858642578}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2025.3553536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3553536","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2042599231","https://openalex.org/W2143332543","https://openalex.org/W2149755721","https://openalex.org/W2872583159","https://openalex.org/W3194620979","https://openalex.org/W3214015612","https://openalex.org/W4312802906","https://openalex.org/W4313591197","https://openalex.org/W4318586185","https://openalex.org/W4391365566","https://openalex.org/W4401415014","https://openalex.org/W4406857846"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2963170046","https://openalex.org/W2376244802","https://openalex.org/W1971477554","https://openalex.org/W2390279801","https://openalex.org/W2158075901","https://openalex.org/W818226659","https://openalex.org/W4391913857"],"abstract_inverted_index":{"The":[0],"integrated":[1],"sensing":[2,76,94,139],"and":[3,107,134,167],"communication":[4,54,133,166],"(ISAC)":[5],"technology,":[6],"through":[7,153],"its":[8,38],"efficient":[9],"collection":[10,62],"of":[11,75,104,110,147],"sensory":[12,44,60,68,83,105,111],"data,":[13],"can":[14,160],"empower":[15],"higher-layer":[16],"artificial":[17],"intelligence":[18],"(AI)":[19],"tasks,":[20],"such":[21],"as":[22],"motion":[23],"recognition,":[24],"environmental":[25],"monitoring,":[26],"etc.":[27],"In":[28,118],"this":[29,119],"letter,":[30,120],"we":[31,121],"consider":[32,100],"that":[33,152],"the":[34,42,48,53,64,79,88,102,108,115,129,145,157],"ISAC":[35,65],"transmitter":[36],"trains":[37],"learning":[39,89,116,168],"model":[40,148],"using":[41],"noisy":[43],"data":[45,61,69,84,106,112],"sensed":[46],"from":[47],"environments,":[49],"while":[50],"communicating":[51],"with":[52],"users.":[55],"On":[56,78],"one":[57],"hand,":[58,81],"during":[59],"at":[63],"transmitter,":[66],"different":[67,82],"are":[70],"subject":[71],"to":[72,87,99,127,143,171],"varying":[73],"degrees":[74],"errors.":[77],"other":[80],"contribute":[85],"differently":[86],"tasks.":[90,117],"Therefore,":[91],"when":[92],"evaluating":[93],"performance,":[95],"it":[96],"is":[97,141],"necessary":[98],"both":[101],"importance":[103],"impact":[109],"errors":[113],"on":[114],"propose":[122],"a":[123],"data-aware":[124,138,154],"beamforming":[125],"scheme":[126,159],"optimize":[128],"performance":[130,163],"tradeoff":[131,164],"between":[132,165],"sensing,":[135],"where":[136],"new":[137],"metric":[140],"adopted":[142],"guarantee":[144],"accuracy":[146],"learning.":[149],"Experiments":[150],"prove":[151],"resource":[155],"allocation,":[156],"proposed":[158],"achieve":[161],"better":[162],"task":[169],"compared":[170],"baselines.":[172]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
