{"id":"https://openalex.org/W4403331510","doi":"https://doi.org/10.1109/tgcn.2024.3478736","title":"Improved Deep Learning Methods for Beamforming in Secure SWIPT Networks","display_name":"Improved Deep Learning Methods for Beamforming in Secure SWIPT Networks","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4403331510","doi":"https://doi.org/10.1109/tgcn.2024.3478736"},"language":"en","primary_location":{"id":"doi:10.1109/tgcn.2024.3478736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2024.3478736","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Transactions on Green Communications and Networking","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/A5036772336","display_name":"Vieeralingaam Ganapathy","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vieeralingaam Ganapathy","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","Amrita School of Engineering, Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0001-6276-4100","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Amrita School of Engineering, Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089767501","display_name":"R. Ramanathan","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramanathan Ramachandran","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","Amrita School of Engineering, Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0003-1208-6924","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Amrita School of Engineering, Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016337773","display_name":"Tomoaki Ohtsuki","orcid":"https://orcid.org/0000-0003-3961-1426"},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoaki Ohtsuki","raw_affiliation_strings":["Department of Information and Computer Science, Keio University, Yokohama, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3961-1426","affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Keio University, Yokohama, Japan","institution_ids":["https://openalex.org/I203951103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3712,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6070271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":"3","first_page":"962","last_page":"976"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.98580002784729,"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":0.98580002784729,"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/T11946","display_name":"Antenna Design and Optimization","score":0.982200026512146,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9695000052452087,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.6223394274711609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696242451667786},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5124464631080627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3651462495326996},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18824061751365662}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.6223394274711609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696242451667786},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5124464631080627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3651462495326996},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18824061751365662}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgcn.2024.3478736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2024.3478736","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Transactions on Green Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2523426484","https://openalex.org/W2613117777","https://openalex.org/W2752896909","https://openalex.org/W2774784768","https://openalex.org/W2775597598","https://openalex.org/W2908498346","https://openalex.org/W2912240366","https://openalex.org/W2949146898","https://openalex.org/W2957385757","https://openalex.org/W2975179610","https://openalex.org/W2989312698","https://openalex.org/W2990346675","https://openalex.org/W3017008527","https://openalex.org/W3021864267","https://openalex.org/W3038534820","https://openalex.org/W3040589146","https://openalex.org/W3118245008","https://openalex.org/W3128986620","https://openalex.org/W3173762253","https://openalex.org/W3215387125","https://openalex.org/W4200589288","https://openalex.org/W4226059546","https://openalex.org/W4283319856","https://openalex.org/W4300468236","https://openalex.org/W4312692309","https://openalex.org/W4313396687","https://openalex.org/W4321021714","https://openalex.org/W4376607365","https://openalex.org/W4377001508","https://openalex.org/W4378194960","https://openalex.org/W4378804947","https://openalex.org/W4386108388","https://openalex.org/W4387021174","https://openalex.org/W4387219781","https://openalex.org/W4392024487"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Simultaneous":[0],"Wireless":[1],"Information":[2],"and":[3,14,35,65,78,102,134],"Power":[4],"Transfer":[5],"(SWIPT)":[6],"is":[7,70],"a":[8,26],"unified":[9],"approach":[10],"to":[11,85,105,114,129],"transfer":[12],"power":[13,81],"information":[15,100],"by":[16],"exploiting":[17],"the":[18,39,51,56,60,87,97,122],"properties":[19],"of":[20,41,49,62,67],"radio":[21],"signals.":[22],"This":[23],"paper":[24],"considers":[25],"multi-antenna":[27,43],"base":[28],"station,":[29],"multiple":[30,42],"energy":[31,53,133],"harvesting":[32],"receivers":[33,37],"(EHRs),":[34],"legitimate":[36],"in":[38,59],"presence":[40,61],"eavesdroppers.":[44],"A":[45],"resource":[46],"allocation":[47],"problem":[48],"maximizing":[50],"harvested":[52,132],"available":[54],"at":[55],"EHR":[57],"side":[58],"secrecy":[63,135],"capacity":[64],"quality":[66],"service":[68],"constraints":[69],"formulated":[71],"for":[72],"analysis.":[73],"The":[74],"transmit":[75,80],"power,":[76],"secrecy,":[77],"total":[79],"requirements":[82],"are":[83],"used":[84,113],"formulate":[86],"constraints.":[88],"We":[89],"then":[90],"propose":[91],"neural":[92],"network":[93],"methods":[94],"that":[95,110,121],"use":[96],"channel":[98],"state":[99],"data":[101],"constraint":[103],"characteristics":[104],"obtain":[106],"novel":[107],"activation":[108,124],"functions":[109,125],"can":[111],"be":[112],"predict":[115,126],"beamforming":[116,127],"vectors.":[117],"Simulation":[118],"results":[119],"show":[120],"proposed":[123],"vectors":[128],"achieve":[130],"better":[131],"capacity.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
