{"id":"https://openalex.org/W4210321173","doi":"https://doi.org/10.1109/globecom46510.2021.9685317","title":"Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach","display_name":"Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210321173","doi":"https://doi.org/10.1109/globecom46510.2021.9685317"},"language":"en","primary_location":{"id":"doi:10.1109/globecom46510.2021.9685317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685317","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"https://openalex.org/A5037178238","display_name":"Hongyan Li","orcid":"https://orcid.org/0000-0002-0697-4709"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyan Li","raw_affiliation_strings":["Xiamen University.,Dept. of Information &#x0026; Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University.,Dept. of Information &#x0026; Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002260004","display_name":"Shi Yu","orcid":"https://orcid.org/0000-0002-1946-621X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Yu","raw_affiliation_strings":["Xiamen University.,Dept. of Information &#x0026; Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University.,Dept. of Information &#x0026; Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091024726","display_name":"Xiaozhen Lu","orcid":"https://orcid.org/0000-0001-8247-0353"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaozhen Lu","raw_affiliation_strings":["Xiamen University.,Dept. of Information &#x0026; Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University.,Dept. of Information &#x0026; Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068976123","display_name":"Liang Xiao","orcid":"https://orcid.org/0000-0003-2402-611X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Xiao","raw_affiliation_strings":["Xiamen University.,Dept. of Information &#x0026; Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University.,Dept. of Information &#x0026; Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100661626","display_name":"Li\u2010Chun Wang","orcid":"https://orcid.org/0000-0002-7883-6217"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Chun Wang","raw_affiliation_strings":["National Chiao Tung University,Dept. of Electrical Engineering &#x0026; Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chiao Tung University,Dept. of Electrical Engineering &#x0026; Computer Science","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9955999851226807,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9955999851226807,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9943000078201294,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9933000206947327,"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/eavesdropping","display_name":"Eavesdropping","score":0.8895725011825562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7761781215667725},{"id":"https://openalex.org/keywords/linear-network-coding","display_name":"Linear network coding","score":0.7628585696220398},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6825042963027954},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6382237672805786},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6197506785392761},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.535646915435791},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.5179766416549683},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5090927481651306},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4612658619880676},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4610542356967926},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.45652902126312256},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4536726474761963},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.42964017391204834},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4263409376144409},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3134263753890991},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.199873685836792},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16350218653678894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10819217562675476}],"concepts":[{"id":"https://openalex.org/C2776788033","wikidata":"https://www.wikidata.org/wiki/Q320769","display_name":"Eavesdropping","level":2,"score":0.8895725011825562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7761781215667725},{"id":"https://openalex.org/C138293262","wikidata":"https://www.wikidata.org/wiki/Q1089578","display_name":"Linear network coding","level":3,"score":0.7628585696220398},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6825042963027954},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6382237672805786},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6197506785392761},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.535646915435791},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.5179766416549683},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5090927481651306},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4612658619880676},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4610542356967926},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.45652902126312256},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4536726474761963},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.42964017391204834},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4263409376144409},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3134263753890991},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.199873685836792},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16350218653678894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10819217562675476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom46510.2021.9685317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685317","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G2874061861","display_name":"\u65e0\u4eba\u673a\u667a\u80fd\u6297\u5e72\u6270\u901a\u4fe1\u6280\u672f\u7814\u7a76","funder_award_id":"61971366","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1909910312","https://openalex.org/W1994016836","https://openalex.org/W2028721241","https://openalex.org/W2048235391","https://openalex.org/W2077419187","https://openalex.org/W2114004090","https://openalex.org/W2163348036","https://openalex.org/W2314810977","https://openalex.org/W2375067944","https://openalex.org/W2566316543","https://openalex.org/W2766982895","https://openalex.org/W2774086490","https://openalex.org/W2776055286","https://openalex.org/W2796646817","https://openalex.org/W2797090510","https://openalex.org/W2898047674","https://openalex.org/W2932145029","https://openalex.org/W2946120941","https://openalex.org/W2962804513","https://openalex.org/W2962889437","https://openalex.org/W2963117265","https://openalex.org/W2963250380","https://openalex.org/W2963688708","https://openalex.org/W2980626082","https://openalex.org/W3006762012","https://openalex.org/W3087854657","https://openalex.org/W3103396173","https://openalex.org/W3103493968"],"related_works":["https://openalex.org/W2772112465","https://openalex.org/W2801712179","https://openalex.org/W3045882672","https://openalex.org/W4313315695","https://openalex.org/W2560615025","https://openalex.org/W2995805091","https://openalex.org/W2064946300","https://openalex.org/W3198833577","https://openalex.org/W4211070069","https://openalex.org/W3201696010"],"abstract_inverted_index":{"This":[0,70],"study":[1],"investigates":[2],"how":[3,16],"base":[4],"stations":[5],"(BSs)":[6],"apply":[7],"network":[8,47,59,81],"coding":[9,48,60,82],"to":[10,22,29,33,62,77],"protect":[11],"the":[12,19,31,35,64,79,88,93,96,101,106,110,119,124,128,133,140,144,156,161,164,168],"downlink":[13,52,129],"data":[14],"and":[15,38,83,100,167],"drones":[17],"relay":[18],"coded":[20],"packets":[21],"resist":[23],"active":[24,68,94],"eavesdropping":[25],"that":[26,136,151],"performs":[27],"jamming":[28,89],"induce":[30],"BS":[32,65,80,102,169],"raise":[34],"transmit":[36],"power":[37,90],"thus":[39],"steal":[40],"more":[41],"data.":[42],"We":[43],"present":[44],"a":[45,56,73],"drone-aided":[46],"framework":[49,71],"for":[50],"secure":[51],"transmission,":[53],"which":[54],"incorporates":[55],"random":[57],"linear":[58],"algorithm":[61],"encode":[63],"messages":[66],"against":[67],"eavesdropping.":[69],"designs":[72],"model-based":[74],"reinforcement":[75],"learning":[76,115],"choose":[78],"transmission":[84,98,130,165],"policy":[85],"based":[86],"on":[87],"sent":[91],"by":[92,123],"eavesdropper,":[95],"previous":[97],"performance,":[99,166],"channel":[103,112],"states":[104],"without":[105],"prior":[107],"knowledge":[108],"of":[109,160],"drone-eavesdropper":[111],"states.":[113],"The":[114],"parameters":[116],"such":[117],"as":[118],"Q-values":[120],"are":[121,137],"updated":[122],"real":[125],"experiences":[126,135],"in":[127,143,158],"process":[131],"besides":[132],"simulated":[134],"generated":[138],"from":[139],"virtual":[141],"model":[142],"designed":[145],"Dyna":[146],"architecture.":[147],"Simulation":[148],"results":[149],"show":[150],"our":[152],"proposed":[153],"scheme":[154],"outperforms":[155],"benchmarks":[157],"terms":[159],"intercept":[162],"probability,":[163],"energy":[170],"consumption.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
