{"id":"https://openalex.org/W4410227877","doi":"https://doi.org/10.1109/wcnc61545.2025.10978462","title":"Optimizing Radio Access Technology Selection and Precoding in CV-Aided ISAC Systems","display_name":"Optimizing Radio Access Technology Selection and Precoding in CV-Aided ISAC Systems","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4410227877","doi":"https://doi.org/10.1109/wcnc61545.2025.10978462"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc61545.2025.10978462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5064281156","display_name":"Yulan Gao","orcid":"https://orcid.org/0000-0002-5893-7985"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Yulan Gao","raw_affiliation_strings":["KTH Royal Institute of Technology,Division of Information Science and Engineering,Stockholm,Sweden,10044"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Division of Information Science and Engineering,Stockholm,Sweden,10044","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010675718","display_name":"Z. Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqiang Ye","raw_affiliation_strings":["University of Electronic Science and Technology of China,National Key Laboratory of Wireless Communications,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,National Key Laboratory of Wireless Communications,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037292846","display_name":"Ming Xiao","orcid":"https://orcid.org/0000-0002-5407-0835"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ming Xiao","raw_affiliation_strings":["KTH Royal Institute of Technology,Division of Information Science and Engineering,Stockholm,Sweden,10044"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Division of Information Science and Engineering,Stockholm,Sweden,10044","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101619700","display_name":"Yue Xiao","orcid":"https://orcid.org/0000-0001-6971-1562"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Xiao","raw_affiliation_strings":["University of Electronic Science and Technology of China,National Key Laboratory of Wireless Communications,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,National Key Laboratory of Wireless Communications,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064281156"],"corresponding_institution_ids":["https://openalex.org/I86987016"],"apc_list":null,"apc_paid":null,"fwci":2.4528,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85906124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.8539000153541565,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.8539000153541565,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11005","display_name":"Radiation Effects in Electronics","score":0.8305000066757202,"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/T11527","display_name":"3D IC and TSV technologies","score":0.781499981880188,"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/precoding","display_name":"Precoding","score":0.7772860527038574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6263054013252258},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6061979532241821},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.36276549100875854},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.28340163826942444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09040555357933044},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.0877760648727417}],"concepts":[{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.7772860527038574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6263054013252258},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6061979532241821},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.36276549100875854},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28340163826942444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09040555357933044},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.0877760648727417},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc61545.2025.10978462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1990398405","https://openalex.org/W2156576615","https://openalex.org/W2193568483","https://openalex.org/W2552678868","https://openalex.org/W2624989916","https://openalex.org/W2743415265","https://openalex.org/W2956908398","https://openalex.org/W2964005248","https://openalex.org/W3128989612","https://openalex.org/W3174053790","https://openalex.org/W4206266781","https://openalex.org/W4206432373","https://openalex.org/W4298641150","https://openalex.org/W4401691978"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2152088989","https://openalex.org/W2756419127","https://openalex.org/W4366493479","https://openalex.org/W2905893439","https://openalex.org/W3135374966","https://openalex.org/W2554517556","https://openalex.org/W2953205382"],"abstract_inverted_index":{"Integrated":[0],"Sensing":[1],"and":[2,16,44,59,109,146,163,174],"Communication":[3],"(ISAC)":[4],"systems":[5],"promise":[6],"to":[7,40,63,80,97,118,150,168],"revolutionize":[8],"wireless":[9],"networks":[10],"by":[11,94],"concurrently":[12],"supporting":[13],"high-resolution":[14],"sensing":[15,34,171],"high-performance":[17],"communication.":[18],"This":[19,91],"paper":[20],"presents":[21],"a":[22,69,76,133],"novel":[23],"radio":[24],"access":[25],"technology":[26],"(RAT)":[27],"selection":[28,162],"framework":[29,52,187],"that":[30,74],"capitalizes":[31],"on":[32,128,170],"vision":[33],"from":[35],"base":[36],"station":[37],"(BS)":[38],"cameras":[39],"optimize":[41],"both":[42],"communication":[43,104,195],"perception":[45],"capabilities":[46],"within":[47,87],"the":[48,82,88,100,107,115,141,152,182,185],"ISAC":[49],"system.":[50],"Our":[51],"strategically":[53],"employs":[54,75],"two":[55],"distinct":[56],"RATs,":[57],"LTE":[58],"millimeter":[60],"wave":[61],"(mmWave),":[62],"enhance":[64],"system":[65],"performance.":[66],"We":[67,131],"propose":[68],"vision-based":[70],"user":[71,120],"localization":[72],"method":[73],"3D":[77],"detection":[78],"technique":[79],"capture":[81],"spatial":[83],"distribution":[84,143],"of":[85,102,144,184],"users":[86,145,158],"surrounding":[89],"environment.":[90],"is":[92],"followed":[93],"geometric":[95],"calculations":[96],"accurately":[98],"determine":[99],"state":[101],"mmWave":[103],"links":[105],"between":[106],"BS":[108],"individual":[110],"users.":[111],"Additionally,":[112],"we":[113],"integrate":[114],"SlowFast":[116],"model":[117],"recognize":[119],"activities,":[121,148],"facilitating":[122],"adaptive":[123],"transmission":[124,154,176],"rate":[125,155],"allocation":[126],"based":[127],"observed":[129],"behaviors.":[130],"develop":[132],"Deep":[134],"Deterministic":[135],"Policy":[136],"Gradient":[137],"(DDPG)-based":[138],"algorithm,":[139],"utilizing":[140],"joint":[142,160],"their":[147],"designed":[149],"maximize":[151],"total":[153],"for":[156],"all":[157],"through":[159],"RAT":[161],"precoding":[164],"optimization,":[165],"while":[166],"adhering":[167],"constraints":[169],"mutual":[172],"information":[173],"minimum":[175],"rates.":[177],"Numerical":[178],"simulation":[179],"results":[180],"demonstrate":[181],"effectiveness":[183],"proposed":[186],"in":[188],"dynamically":[189],"adjusting":[190],"resource":[191],"allocation,":[192],"ensuring":[193],"high-quality":[194],"under":[196],"challenging":[197],"conditions.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
