{"id":"https://openalex.org/W7134808421","doi":"https://doi.org/10.48550/arxiv.2603.08595","title":"Pinching Antennas-Assisted Low-Latency Federated Learning Over Multi-User Wireless Networks","display_name":"Pinching Antennas-Assisted Low-Latency Federated Learning Over Multi-User Wireless Networks","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7134808421","doi":"https://doi.org/10.48550/arxiv.2603.08595"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2603.08595","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069262360","display_name":"Saba Asaad","orcid":"https://orcid.org/0000-0001-7423-1336"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Asaad, Saba","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128674117","display_name":"Hina Tabassum","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tabassum, Hina","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128639780","display_name":"Ping Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Ping","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28715296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.5598000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.5598000288009644,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.17759999632835388,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.035999998450279236,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/telecommunications-link","display_name":"Telecommunications link","score":0.7092999815940857},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.650600016117096},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5982999801635742},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5113999843597412},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4726000130176544},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.4632999897003174},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4603999853134155},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.39500001072883606},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.3736000061035156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7469000220298767},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.7092999815940857},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.650600016117096},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5982999801635742},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5113999843597412},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4726000130176544},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.4632999897003174},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4603999853134155},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45809999108314514},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.39500001072883606},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3781000077724457},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.3736000061035156},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.31209999322891235},{"id":"https://openalex.org/C204162243","wikidata":"https://www.wikidata.org/wiki/Q1117061","display_name":"Local loop","level":3,"score":0.3077000081539154},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28690001368522644},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.27880001068115234},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C58716799","wikidata":"https://www.wikidata.org/wiki/Q6035648","display_name":"Inner loop","level":3,"score":0.2644999921321869},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.2522999942302704}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2603.08595","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2603.08595","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08595","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2603.08595","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Federated":[0],"learning":[1],"(FL)":[2],"over":[3],"wireless":[4,61,183],"networks":[5],"is":[6,91],"fundamentally":[7],"constrained":[8],"by":[9,64],"unreliable":[10],"communication":[11,128],"links,":[12],"particularly":[13],"when":[14],"uplink":[15],"channels":[16],"suffer":[17],"from":[18],"blockage,":[19],"fading,":[20],"or":[21],"weak":[22],"line-of-sight":[23],"(LoS)":[24],"conditions.":[25],"Pinching-antenna":[26],"systems":[27],"(PASSs)":[28],"offer":[29],"a":[30,40,56,68,92,118,147],"new":[31],"physical-layer":[32],"capability":[33],"to":[34,97,169,181],"dynamically":[35],"reposition":[36],"radiating":[37],"points":[38],"along":[39],"dielectric":[41],"waveguide,":[42],"enabling":[43],"controllable":[44],"LoS":[45],"connectivity":[46],"and":[47,79,107,131,138,161],"significantly":[48],"improved":[49],"channel":[50],"quality.":[51],"This":[52],"paper":[53],"develops":[54],"FedPASS,":[55],"novel":[57],"framework":[58],"for":[59],"low-latency":[60],"FL":[62,85,171],"assisted":[63],"PASS.":[65],"We":[66],"formulate":[67],"multi-objective":[69],"optimization":[70],"problem":[71],"that":[72,125,142,164],"jointly":[73],"minimizes":[74],"the":[75,84,112,176],"end-to-end":[76],"round":[77],"latency":[78,179],"an":[80,122,139],"upper":[81],"bound":[82],"on":[83,100,159],"optimality":[86],"gap.":[87],"The":[88],"resulting":[89,113],"formulation":[90],"mixed-integer":[93],"nonlinear":[94],"program":[95],"subject":[96],"practical":[98],"constraints":[99],"scheduling,":[101,127],"transmit":[102],"power,":[103],"local":[104],"CPU":[105],"frequency,":[106],"PA":[108,144],"placement.":[109],"To":[110],"address":[111],"computational":[114],"challenges,":[115],"we":[116],"develop":[117],"two-tier":[119],"iterative":[120],"algorithm:":[121],"outer":[123],"loop":[124,141],"updates":[126],"time":[129],"allocation,":[130],"power":[132],"control":[133],"via":[134],"block":[135],"coordinate":[136,149],"descent,":[137],"inner":[140],"optimizes":[143],"locations":[145],"using":[146],"Gauss-Seidel-based":[148],"update":[150],"with":[151],"grid":[152],"search":[153],"under":[154],"spacing":[155],"constraints.":[156],"Numerical":[157],"results":[158],"MNIST":[160],"CIFAR-10":[162],"demonstrate":[163],"FedPASS":[165],"achieves":[166],"accuracy":[167],"comparable":[168],"idealized":[170],"baselines":[172],"while":[173],"drastically":[174],"reducing":[175],"total":[177],"training":[178],"compared":[180],"conventional":[182],"FL.":[184]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-03-11T00:00:00"}