{"id":"https://openalex.org/W4396505723","doi":"https://doi.org/10.1109/lsp.2024.3395171","title":"Joint Optimization of Sensor Deployment and Spectrum Data Completion for Radio Map Construction","display_name":"Joint Optimization of Sensor Deployment and Spectrum Data Completion for Radio Map Construction","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396505723","doi":"https://doi.org/10.1109/lsp.2024.3395171"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2024.3395171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3395171","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing 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/A5100669571","display_name":"Tianhao Zhang","orcid":"https://orcid.org/0009-0006-5575-8443"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianhao Zhang","raw_affiliation_strings":["College of Information and Communication, National University of Defense Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0006-5575-8443","affiliations":[{"raw_affiliation_string":"College of Information and Communication, National University of Defense Technology, Wuhan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004489029","display_name":"Zhiyong Du","orcid":"https://orcid.org/0000-0001-8925-4960"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Du","raw_affiliation_strings":["College of Information and Communication, National University of Defense Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8925-4960","affiliations":[{"raw_affiliation_string":"College of Information and Communication, National University of Defense Technology, Wuhan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714999","display_name":"Ximing Wang","orcid":"https://orcid.org/0000-0003-2216-9352"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ximing Wang","raw_affiliation_strings":["College of Information and Communication, National University of Defense Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2216-9352","affiliations":[{"raw_affiliation_string":"College of Information and Communication, National University of Defense Technology, Wuhan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434205","display_name":"Jiaqi Chen","orcid":"https://orcid.org/0000-0003-4801-9256"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Chen","raw_affiliation_strings":["College of Information and Communication, National University of Defense Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4801-9256","affiliations":[{"raw_affiliation_string":"College of Information and Communication, National University of Defense Technology, Wuhan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079578508","display_name":"Ducheng Wu","orcid":"https://orcid.org/0000-0002-0063-5060"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ducheng Wu","raw_affiliation_strings":["College of Information and Communication, National University of Defense Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0063-5060","affiliations":[{"raw_affiliation_string":"College of Information and Communication, National University of Defense Technology, Wuhan, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100669571"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.2003,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46869215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"31","issue":null,"first_page":"1289","last_page":"1293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","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/T10575","display_name":"Wireless Communication Networks Research","score":0.9983999729156494,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9983000159263611,"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":0.7439144849777222},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6742425560951233},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6224768161773682},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6133916974067688},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6087546348571777},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5114087462425232},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4904617965221405},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.48392850160598755},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46304967999458313},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.41729098558425903},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3495279848575592},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33390694856643677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2180178463459015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19564345479011536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11943310499191284},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11392420530319214},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08622106909751892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439144849777222},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6742425560951233},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6224768161773682},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6133916974067688},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6087546348571777},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5114087462425232},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4904617965221405},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.48392850160598755},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46304967999458313},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.41729098558425903},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3495279848575592},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33390694856643677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2180178463459015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19564345479011536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11943310499191284},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11392420530319214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08622106909751892},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0},{"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/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2024.3395171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3395171","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8112584532","display_name":null,"funder_award_id":"62201581","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1589221493","https://openalex.org/W2030295525","https://openalex.org/W2060076962","https://openalex.org/W2532757866","https://openalex.org/W2883649322","https://openalex.org/W3025088851","https://openalex.org/W3044954276","https://openalex.org/W3145024392","https://openalex.org/W3185935527","https://openalex.org/W3212618958","https://openalex.org/W4291910407","https://openalex.org/W4318586141","https://openalex.org/W4323796443"],"related_works":["https://openalex.org/W1827895227","https://openalex.org/W4285104409","https://openalex.org/W4210317843","https://openalex.org/W3149055374","https://openalex.org/W2053131036","https://openalex.org/W2216231335","https://openalex.org/W3195104199","https://openalex.org/W4386254288","https://openalex.org/W4292572523","https://openalex.org/W2809352861"],"abstract_inverted_index":{"Sensor":[0],"deployment":[1],"and":[2,18,23,65,102],"spectrum":[3],"data":[4],"completion":[5],"are":[6,15],"two":[7,31,43],"critical":[8],"stages":[9],"in":[10],"radio":[11],"map":[12],"construction,":[13],"which":[14],"intricately":[16],"linked":[17],"jointly":[19],"influence":[20],"both":[21],"efficiency":[22],"performance.":[24],"However,":[25],"existing":[26],"research":[27],"often":[28],"addresses":[29],"these":[30,53],"issues":[32],"separately,":[33],"neglecting":[34],"their":[35,103],"joint":[36,49],"optimization.":[37,75],"In":[38],"this":[39],"study,":[40],"we":[41],"introduce":[42],"heuristic":[44],"algorithms":[45,56,84,98],"to":[46,86],"tackle":[47],"the":[48,71,82,87,93,96],"optimization":[50],"problem":[51],"of":[52,73,81,95],"issues.":[54],"These":[55],"utilize":[57],"a":[58],"novel":[59],"approach":[60],"that":[61],"combines":[62],"deterministic":[63],"search":[64],"fine-grained":[66],"stochastic":[67],"optimization,":[68],"guided":[69],"by":[70],"principle":[72],"greedy":[74],"Experimental":[76],"results":[77],"demonstrate":[78],"distinct":[79],"advantages":[80],"proposed":[83,97],"compared":[85],"baselines.":[88],"Moreover,":[89],"transferability":[90],"verification":[91],"confirms":[92],"applicability":[94],"across":[99],"various":[100],"scenarios":[101],"ability":[104],"for":[105],"knowledge":[106],"transfer.":[107]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
