{"id":"https://openalex.org/W7163923173","doi":"https://doi.org/10.1109/jsac.2026.3700996","title":"Sensing-Assisted SWIPT With Hybrid Learning for Low-Power Sensors on Aerial-to-Ground Mobile Platforms","display_name":"Sensing-Assisted SWIPT With Hybrid Learning for Low-Power Sensors on Aerial-to-Ground Mobile Platforms","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7163923173","doi":"https://doi.org/10.1109/jsac.2026.3700996"},"language":null,"primary_location":{"id":"doi:10.1109/jsac.2026.3700996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2026.3700996","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5138169849","display_name":"Chen Shang","orcid":"https://orcid.org/0009-0007-4101-0001"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chen Shang","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0009-0007-4101-0001","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108148081","display_name":"Dinh Thai Hoang","orcid":"https://orcid.org/0000-0002-9528-0863"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinh Thai Hoang","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9528-0863","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138116656","display_name":"Diep N. Nguyen","orcid":"https://orcid.org/0000-0003-2659-8648"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Diep N. Nguyen","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2659-8648","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138152493","display_name":"Mohammad Abu Alsheikh","orcid":"https://orcid.org/0000-0001-7269-2286"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Abu Alsheikh","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7269-2286","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035411080","display_name":"Ibrahim Radwan","orcid":"https://orcid.org/0000-0002-8170-5058"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ibrahim Radwan","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8170-5058","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037312418","display_name":"Carlos Kuhn","orcid":null},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Carlos Noschang Kuhn","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8733-6962","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136870773","display_name":"Damith Herath","orcid":"https://orcid.org/0000-0002-7509-5265"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Damith C. Herath","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7509-5265","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.86349013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":null,"first_page":"5043","last_page":"5059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.1761000007390976,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11325","display_name":"Inertial Sensor and Navigation","score":0.1761000007390976,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.051500000059604645,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.05050000175833702,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.37720000743865967},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.33469998836517334},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.320499986410141},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.25929999351501465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817300021648407},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.44839999079704285},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39959999918937683},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.37720000743865967},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.33469998836517334},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.320499986410141},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3043000102043152},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28949999809265137},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2644999921321869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2599000036716461},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2026.3700996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2026.3700996","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7678045630455017,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"sustainability":[1],"of":[2,115,122],"low-power":[3],"mobile":[4,36,215],"sensors":[5],"is":[6,23,103,140],"severely":[7],"challenged":[8],"by":[9,55,84],"their":[10],"limited":[11],"battery":[12],"capacity,":[13],"and":[14,19,49,170,189,207],"while":[15],"simultaneous":[16],"wireless":[17],"information":[18,158],"power":[20,121,171],"transfer":[21],"(SWIPT)":[22],"a":[24,57,64,73,80,91,104,160,180],"promising":[25],"solution,":[26],"its":[27,211],"efficiency":[28],"suffers":[29],"dramatically":[30],"under":[31,52],"the":[32,44,85,97,100,112,119,136,145,174],"uncertainty":[33,54],"inherent":[34],"to":[35,125,143,149],"three-dimensional":[37],"(3D)":[38],"aerial-to-ground":[39],"environments.":[40,216],"This":[41,155],"work":[42],"addresses":[43],"critical":[45],"need":[46],"for":[47,173],"robust":[48],"efficient":[50],"SWIPT":[51,60,92,175,190],"dynamic":[53,214],"proposing":[56],"novel":[58],"sensing-assisted":[59],"framework":[61,197],"based":[62],"on":[63],"unique":[65],"hybrid":[66,182],"learning":[67,162,183],"algorithm.":[68],"Our":[69],"approach":[70],"first":[71],"formulates":[72],"two-layer":[74],"optimization":[75],"problem":[76],"that":[77,110,134,164,185,195],"rigorously":[78],"couples":[79],"sensing":[81,98,151,188,203],"layer,":[82,99,178],"characterized":[83],"Posterior":[86],"Cram\u00b4er-Rao":[87],"Bound":[88],"(PCRB),":[89],"with":[90,118],"resource":[93,176],"allocation":[94,177],"layer.":[95],"For":[96],"core":[101],"novelty":[102],"learning-based":[105],"Kalman":[106],"Filtering":[107],"(KF)":[108],"estimator":[109],"merges":[111],"interpretative":[113],"stability":[114],"model-based":[116],"filtering":[117],"adaptive":[120],"neural":[123],"networks":[124],"learn":[126],"complex,":[127],"nonlinear":[128],"mobility":[129],"patterns.":[130],"We":[131],"then":[132],"prove":[133],"minimizing":[135,144],"estimator\u2019s":[137],"unsupervised":[138],"loss":[139],"mathematically":[141],"equivalent":[142],"PCRB,":[146],"ensuring":[147],"convergence":[148],"optimal":[150],"without":[152],"ground-truth":[153],"supervision.":[154],"high-fidelity":[156],"state":[157],"drives":[159],"decision-making":[161],"model":[163],"adaptively":[165],"optimizes":[166],"beamforming,":[167],"transmit":[168],"power,":[169],"splitting":[172],"forming":[179],"closed-loop":[181],"system":[184],"continuously":[186],"reinforces":[187],"performance.":[191],"Extensive":[192],"simulations":[193],"demonstrate":[194],"our":[196],"significantly":[198],"outperforms":[199],"benchmark":[200],"methods":[201],"in":[202,213],"accuracy,":[204],"communication":[205],"rate,":[206],"energy":[208],"harvesting,":[209],"validating":[210],"effectiveness":[212]},"counts_by_year":[],"updated_date":"2026-06-18T08:10:14.011955","created_date":"2026-06-09T00:00:00"}
