{"id":"https://openalex.org/W4390098636","doi":"https://doi.org/10.23919/wiopt58741.2023.10349852","title":"Deep Reinforcement Learning for Power Control in Secure Broadcast Channels","display_name":"Deep Reinforcement Learning for Power Control in Secure Broadcast Channels","publication_year":2023,"publication_date":"2023-08-24","ids":{"openalex":"https://openalex.org/W4390098636","doi":"https://doi.org/10.23919/wiopt58741.2023.10349852"},"language":"en","primary_location":{"id":"doi:10.23919/wiopt58741.2023.10349852","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/wiopt58741.2023.10349852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-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/A5088502665","display_name":"Antonia Arvanitaki","orcid":"https://orcid.org/0000-0001-6360-5080"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Antonia Arvanitaki","raw_affiliation_strings":["Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden"],"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017039113","display_name":"George Stamatakis","orcid":"https://orcid.org/0000-0002-3736-5682"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"George Stamatakis","raw_affiliation_strings":["Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden"],"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077044865","display_name":"Niklas Carlsson","orcid":"https://orcid.org/0000-0003-1367-1594"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Niklas Carlsson","raw_affiliation_strings":["Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden"],"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088871157","display_name":"Parthajit Mohapatra","orcid":"https://orcid.org/0000-0002-7085-0030"},"institutions":[{"id":"https://openalex.org/I4210109292","display_name":"Indian Institute of Technology Tirupati","ror":"https://ror.org/01xtkxh20","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Parthajit Mohapatra","raw_affiliation_strings":["Indian Institute of Technology,Department of Electrical Engineering,Tirupati,India","Department of Electrical Engineering, Indian Institute of Technology, Tirupati, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Electrical Engineering,Tirupati,India","institution_ids":["https://openalex.org/I4210109292"]},{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Tirupati, India","institution_ids":["https://openalex.org/I4210109292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084740578","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u03a0\u03b1\u03c0\u03c0\u03ac\u03c2","orcid":"https://orcid.org/0000-0003-4416-7702"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Nikolaos Pappas","raw_affiliation_strings":["Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden"],"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Department of Computer and Information Science,Link&#x00F6;ping,Sweden","institution_ids":["https://openalex.org/I102134673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088502665"],"corresponding_institution_ids":["https://openalex.org/I102134673"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16529629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"578","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9937000274658203,"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/computer-science","display_name":"Computer science","score":0.7817301750183105},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7247612476348877},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.6757466197013855},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.64754319190979},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6467781662940979},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.5357657074928284},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5253236293792725},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.511275053024292},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4751983880996704},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.452812135219574},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.44707033038139343},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.43883100152015686},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4280608594417572},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.37888944149017334},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3364905118942261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2578778862953186},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24210885167121887},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08008995652198792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7817301750183105},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7247612476348877},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.6757466197013855},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.64754319190979},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6467781662940979},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.5357657074928284},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5253236293792725},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.511275053024292},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4751983880996704},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.452812135219574},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.44707033038139343},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.43883100152015686},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4280608594417572},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.37888944149017334},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3364905118942261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2578778862953186},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24210885167121887},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08008995652198792},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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:10.23919/wiopt58741.2023.10349852","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/wiopt58741.2023.10349852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8438754982","display_name":null,"funder_award_id":"ETHER, 101096526","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W2043769961","https://openalex.org/W2088499270","https://openalex.org/W2144007657","https://openalex.org/W2145339207","https://openalex.org/W2552014313","https://openalex.org/W2766447205","https://openalex.org/W2898035736","https://openalex.org/W2962841091","https://openalex.org/W2962883549","https://openalex.org/W2963429656","https://openalex.org/W2963828068","https://openalex.org/W2963864421","https://openalex.org/W2963955217","https://openalex.org/W2964043796","https://openalex.org/W2964066656","https://openalex.org/W2969195240","https://openalex.org/W2973229164","https://openalex.org/W3008988949","https://openalex.org/W3017275226","https://openalex.org/W3026273995","https://openalex.org/W3036160090","https://openalex.org/W3043157778","https://openalex.org/W3120266904","https://openalex.org/W3169600468","https://openalex.org/W3187829000","https://openalex.org/W4226048154","https://openalex.org/W4302570325","https://openalex.org/W6684205842","https://openalex.org/W6684921986","https://openalex.org/W6692846177"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,141],"investigate":[4],"the":[5,18,21,41,50,56,64,81,85,92,99,112,120,137,143,155,160],"dynamic":[6],"power":[7,86,101,149],"management":[8],"problem":[9,103],"in":[10,25],"a":[11,45,105],"two-user":[12],"secure":[13],"broadcast":[14],"channel":[15],"scenario":[16],"where":[17],"information":[19,43],"at":[20,63,80,136],"source":[22],"is":[23],"kept":[24],"two":[26],"separate":[27],"queues,":[28],"one":[29,33],"for":[30,34,91,119],"confidential":[31,42,57,95],"and":[32,70,110,152],"non-confidential":[35],"information.":[36,58,96],"The":[37,59],"intended":[38],"receiver":[39,52],"of":[40,94],"transmits":[44],"jamming":[46],"signal":[47],"to":[48,122],"prevent":[49],"other":[51],"from":[53],"successfully":[54],"decoding":[55,60,68],"strategies":[61],"used":[62,90],"receivers":[65],"include":[66],"successive":[67],"(SD)":[69],"treating":[71],"interference":[72],"as":[73,104],"noise":[74],"(TIN).":[75],"An":[76],"autonomous":[77],"agent,":[78],"located":[79],"source,":[82],"decides":[83],"on":[84],"that":[87,129,154],"will":[88],"be":[89],"transmission":[93,100],"We":[97,127],"formulate":[98],"decision":[102],"Markov":[106],"Decision":[107],"Process":[108],"(MDP)":[109],"utilize":[111],"Deep":[113],"Deterministic":[114],"Policy":[115],"Gradient":[116],"(DDPG)":[117],"algorithm":[118,145],"agent":[121],"learn":[123],"approximately":[124],"optimal":[125],"policies.":[126],"demonstrate":[128],"SD":[130],"yields":[131],"better":[132,158],"rewards":[133],"than":[134,159],"TIN":[135],"legitimate":[138],"receiver.":[139],"Additionally,":[140],"contrast":[142],"DDPG":[144],"with":[146],"three":[147],"baseline":[148],"control":[150],"policies":[151],"show":[153],"former":[156],"performs":[157],"latter.":[161]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
