{"id":"https://openalex.org/W4416250683","doi":"https://doi.org/10.1109/cscn67557.2025.11230737","title":"Data-Driven Throughput Enhancement in Movable Antenna Systems via Offline Analysis","display_name":"Data-Driven Throughput Enhancement in Movable Antenna Systems via Offline Analysis","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W4416250683","doi":"https://doi.org/10.1109/cscn67557.2025.11230737"},"language":"en","primary_location":{"id":"doi:10.1109/cscn67557.2025.11230737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscn67557.2025.11230737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Standards for Communications and Networking (CSCN)","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":null,"display_name":"Vera Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Vera Oliveira","raw_affiliation_strings":["Universidade Nova de Lisboa,Faculdade de Ci&#x00EA;ncias e Tecnologia, FCT,Departamento de Engenharia Electrot&#x00E9;cnica,Caparica,Portugal,2829-516"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa,Faculdade de Ci&#x00EA;ncias e Tecnologia, FCT,Departamento de Engenharia Electrot&#x00E9;cnica,Caparica,Portugal,2829-516","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066758733","display_name":"Rodolfo Oliveira","orcid":"https://orcid.org/0000-0001-9181-8438"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rodolfo Oliveira","raw_affiliation_strings":["Universidade Nova de Lisboa,Faculdade de Ci&#x00EA;ncias e Tecnologia, FCT,Departamento de Engenharia Electrot&#x00E9;cnica,Caparica,Portugal,2829-516"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa,Faculdade de Ci&#x00EA;ncias e Tecnologia, FCT,Departamento de Engenharia Electrot&#x00E9;cnica,Caparica,Portugal,2829-516","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83558840"],"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.6460000276565552,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.6460000276565552,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.07339999824762344,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.04580000042915344,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.7049999833106995},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.605400025844574},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5580999851226807},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.552299976348877},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.5231000185012817},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4408999979496002},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.42719998955726624},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.3898000121116638},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.3253999948501587}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7049999833106995},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641700029373169},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.605400025844574},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5580999851226807},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.552299976348877},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.5231000185012817},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4408999979496002},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.42719998955726624},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3986000120639801},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.3898000121116638},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3695000112056732},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3452000021934509},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C103784038","wikidata":"https://www.wikidata.org/wiki/Q386228","display_name":"Cumulative distribution function","level":3,"score":0.2930999994277954},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C96608239","wikidata":"https://www.wikidata.org/wiki/Q1199823","display_name":"Statistical power","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.2678999900817871},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.25130000710487366},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.25099998712539673},{"id":"https://openalex.org/C62191587","wikidata":"https://www.wikidata.org/wiki/Q4771249","display_name":"Antenna array","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cscn67557.2025.11230737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscn67557.2025.11230737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Standards for Communications and Networking (CSCN)","raw_type":"proceedings-article"},{"id":"pmh:oai:run.unl.pt:10362/200934","is_oa":false,"landing_page_url":"https://run.unl.pt/items/541adb21-563c-4323-8cea-90e86dda9aa5/request-a-copy?bitstream=f4cca4b6-c160-4dac-b736-2737dce5500f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference object"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1592174611","https://openalex.org/W2035641873","https://openalex.org/W3112253059","https://openalex.org/W4386523965","https://openalex.org/W4387682359","https://openalex.org/W4388666110","https://openalex.org/W4392152683","https://openalex.org/W4400187899","https://openalex.org/W4406861277","https://openalex.org/W4408101608","https://openalex.org/W4410491912"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"strategies":[3],"for":[4,85],"enhancing":[5],"throughput":[6],"in":[7,51,130],"movable":[8],"antenna":[9,28],"systems":[10],"by":[11,30,65],"leveraging":[12],"probabilistic":[13,83],"analytics":[14],"based":[15],"on":[16,32,77],"prior":[17],"signal-to-noise":[18],"ratio":[19],"(SNR)":[20],"data.":[21],"We":[22],"analyze":[23],"the":[24,33,40,46,66,71,96,103,108,114],"joint":[25,60,98,110],"distribution":[26,61],"of":[27,36,49,69,132],"configurations":[29],"focusing":[31],"top":[34],"1%":[35],"spatial":[37,88,93,105,116],"points":[38,50],"with":[39,107],"highest":[41,109],"SNR,":[42],"as":[43],"observed":[44],"from":[45,95,113],"remaining":[47],"99%":[48],"a":[52,126,135],"given":[53],"area.":[54],"Our":[55],"analysis":[56],"reveals":[57],"that":[58,121],"this":[59,78],"is":[62],"strongly":[63],"influenced":[64],"angular":[67],"orientations":[68],"both":[70,122],"transmitter":[72],"and":[73,100],"receiver":[74],"antennas.":[75],"Based":[76],"insight,":[79],"we":[80],"introduce":[81],"two":[82],"methods":[84,123],"identifying":[86],"high-SNR":[87],"points:":[89],"(1)":[90],"sampling":[91],"k":[92,104],"positions":[94,106],"learned":[97],"distribution,":[99],"(2)":[101],"selecting":[102],"probability":[111],"mass":[112],"discrete":[115],"domain.":[117],"Experimental":[118],"results":[119],"show":[120],"significantly":[124],"outperform":[125],"random,":[127],"non-probabilistic":[128],"baseline":[129],"terms":[131],"throughput,":[133],"representing":[134],"first":[136],"step":[137],"toward":[138],"more":[139],"adaptive":[140],"data-driven":[141],"schemes.":[142]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-14T00:00:00"}
