{"id":"https://openalex.org/W4413978773","doi":"https://doi.org/10.1109/spawc66079.2025.11143427","title":"Joint Scheduling and Beamforming Design in ISAC Networks for Multi-Target Tracking","display_name":"Joint Scheduling and Beamforming Design in ISAC Networks for Multi-Target Tracking","publication_year":2025,"publication_date":"2025-07-07","ids":{"openalex":"https://openalex.org/W4413978773","doi":"https://doi.org/10.1109/spawc66079.2025.11143427"},"language":"en","primary_location":{"id":"doi:10.1109/spawc66079.2025.11143427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc66079.2025.11143427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC)","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/A5100459344","display_name":"Kexin Zhang","orcid":"https://orcid.org/0000-0003-1968-8004"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University,Beijing,China,100044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017524078","display_name":"Yanqing Xu","orcid":"https://orcid.org/0000-0003-4104-5136"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqing Xu","raw_affiliation_strings":["School of Science & Engineering, The Chinese University of Hong Kong,Shenzhen,China,518172"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science & Engineering, The Chinese University of Hong Kong,Shenzhen,China,518172","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440334","display_name":"Lei Li","orcid":"https://orcid.org/0000-0002-6734-476X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Li","raw_affiliation_strings":["School of Science & Engineering, The Chinese University of Hong Kong,Shenzhen,China,518172"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science & Engineering, The Chinese University of Hong Kong,Shenzhen,China,518172","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012250827","display_name":"Ruisi He","orcid":"https://orcid.org/0000-0003-4135-3227"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruisi He","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University,Beijing,China,100044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082074489","display_name":"Chao Shen","orcid":"https://orcid.org/0000-0002-6027-7699"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Shen","raw_affiliation_strings":["Shenzhen Research Institute of Big Data,Shenzhen,China,518172"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Big Data,Shenzhen,China,518172","institution_ids":["https://openalex.org/I4210099586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064271996","display_name":"Tsung\u2010Hui Chang","orcid":"https://orcid.org/0000-0003-1349-2764"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tsung-Hui Chang","raw_affiliation_strings":["School of Science & Engineering, The Chinese University of Hong Kong,Shenzhen,China,518172"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science & Engineering, The Chinese University of Hong Kong,Shenzhen,China,518172","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9160000085830688,"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"}},"topics":[{"id":"https://openalex.org/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9160000085830688,"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"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9038000106811523,"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/computer-science","display_name":"Computer science","score":0.7407402992248535},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.7269360423088074},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5835070013999939},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5611112117767334},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3500489592552185},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2311633825302124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13906821608543396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7407402992248535},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7269360423088074},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5835070013999939},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5611112117767334},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3500489592552185},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2311633825302124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13906821608543396},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spawc66079.2025.11143427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc66079.2025.11143427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1558122332","display_name":null,"funder_award_id":"62201486,62031008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5763653318","display_name":null,"funder_award_id":"2024YFA1014204","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1531532259","https://openalex.org/W1979817396","https://openalex.org/W2113638573","https://openalex.org/W2981096252","https://openalex.org/W3006143078","https://openalex.org/W3007664534","https://openalex.org/W3038047043","https://openalex.org/W3072033075","https://openalex.org/W3111271387","https://openalex.org/W3112379500","https://openalex.org/W3144124189","https://openalex.org/W3211270128","https://openalex.org/W3213070675","https://openalex.org/W4221165631","https://openalex.org/W4392902796","https://openalex.org/W4406089599","https://openalex.org/W4406610918"],"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/W1973815830","https://openalex.org/W2007537158"],"abstract_inverted_index":{"Multi-target":[0],"tracking":[1,32,37,87],"is":[2,97],"a":[3,54,98],"crucial":[4],"capability":[5],"in":[6],"integrated":[7],"sensing":[8],"and":[9,21,33,58,92,117,127,147],"communication":[10,85],"networks.":[11],"In":[12],"this":[13],"work,":[14],"we":[15,39,109],"investigate":[16],"the":[17,47,70,134,145,150],"joint":[18],"target":[19],"scheduling":[20,57],"beamforming":[22,59,140],"design":[23],"(J-TSBD)":[24],"problem":[25,73,96],"for":[26,65,80],"dynamically":[27],"allocating":[28],"limited":[29],"resources":[30],"between":[31],"communication.":[34],"To":[35,61,106],"assess":[36],"performance,":[38],"develop":[40],"an":[41,114,119],"extended":[42],"Kalman":[43],"filter":[44],"model,":[45],"deriving":[46],"posterior":[48],"Cram\u00e9r-Rao":[49],"lower":[50],"bound":[51],"(PCRLB)":[52],"as":[53],"function":[55],"of":[56,89,136,149],"design.":[60,152],"maintain":[62],"favorable":[63],"PCRLB":[64,79],"all":[66],"targets":[67,82],"during":[68],"tracking,":[69],"formulated":[71],"J-STBD":[72],"aims":[74],"to":[75],"minimize":[76],"weighted":[77],"sum":[78],"unscheduled":[81],"while":[83],"ensuring":[84],"quality,":[86],"accuracy":[88],"scheduled":[90],"targets,":[91],"power":[93],"limits.":[94],"This":[95],"nonconvex":[99],"binary":[100,111],"program,":[101],"posing":[102],"significant":[103],"solving":[104],"challenges.":[105],"address":[107],"it,":[108],"enforce":[110],"constraints":[112],"using":[113],"indicator":[115],"function,":[116],"propose":[118],"efficient":[120],"algorithm":[121],"based":[122],"on":[123],"semidefinite":[124],"relaxation":[125],"(SDR)":[126],"successive":[128],"convex":[129],"approximation.":[130],"We":[131],"further":[132],"establish":[133],"tightness":[135],"SDR,":[137],"guaranteeing":[138],"optimal":[139],"solutions.":[141],"Simulation":[142],"results":[143],"validate":[144],"efficiency":[146],"effectiveness":[148],"proposed":[151]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}