{"id":"https://openalex.org/W2396884882","doi":"https://doi.org/10.1109/tccn.2016.2570798","title":"Competing Cognitive Resilient Networks","display_name":"Competing Cognitive Resilient Networks","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2396884882","doi":"https://doi.org/10.1109/tccn.2016.2570798","mag":"2396884882"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2016.2570798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2016.2570798","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive 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/A5050202032","display_name":"Siamak Dastangoo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Siamak Dastangoo","raw_affiliation_strings":["Tactical Networks Group, MIT Lincoln Laboratory, Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"Tactical Networks Group, MIT Lincoln Laboratory, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001325196","display_name":"Carl Fossa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl E. Fossa","raw_affiliation_strings":["Tactical Networks Group, MIT Lincoln Laboratory, Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"Tactical Networks Group, MIT Lincoln Laboratory, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012323997","display_name":"Youngjune Gwon","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Youngjune L. Gwon","raw_affiliation_strings":["Computer Science at Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA","MIT Lincoln Laboratory, Lexington, MA, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science at Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"MIT Lincoln Laboratory, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112533490","display_name":"Hsiang-Tsung Kung","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiang-Tsung Kung","raw_affiliation_strings":["Professor of Computer Science and Electrical Engineering at Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Professor of Computer Science and Electrical Engineering at Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050202032"],"corresponding_institution_ids":["https://openalex.org/I4210122954"],"apc_list":null,"apc_paid":null,"fwci":1.1581,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8055649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":"1","first_page":"95","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9994999766349792,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8421505689620972},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6622939109802246},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.611909806728363},{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.5952887535095215},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.5793655514717102},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.47838035225868225},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4564504623413086},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4202122390270233},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4130555987358093},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4128972291946411},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3734396994113922},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3259109556674957},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.28791093826293945},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11211055517196655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8421505689620972},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6622939109802246},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.611909806728363},{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.5952887535095215},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.5793655514717102},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.47838035225868225},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4564504623413086},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4202122390270233},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4130555987358093},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4128972291946411},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3734396994113922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3259109556674957},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.28791093826293945},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11211055517196655},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2016.2570798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2016.2570798","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G2433789235","display_name":null,"funder_award_id":"FA8702-15-D-0001","funder_id":"https://openalex.org/F4320332201","funder_display_name":"Office of the Secretary of Defense"},{"id":"https://openalex.org/G3898847681","display_name":null,"funder_award_id":"FA8721-05-C-0002","funder_id":"https://openalex.org/F4320332201","funder_display_name":"Office of the Secretary of Defense"}],"funders":[{"id":"https://openalex.org/F4320332201","display_name":"Office of the Secretary of Defense","ror":"https://ror.org/00q4sx826"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1513468570","https://openalex.org/W1519783625","https://openalex.org/W1542941925","https://openalex.org/W1626977535","https://openalex.org/W1911551976","https://openalex.org/W1998498767","https://openalex.org/W2000951696","https://openalex.org/W2009551863","https://openalex.org/W2039522160","https://openalex.org/W2056921512","https://openalex.org/W2099111195","https://openalex.org/W2101018825","https://openalex.org/W2115931363","https://openalex.org/W2118795709","https://openalex.org/W2120636900","https://openalex.org/W2121863487","https://openalex.org/W2122456939","https://openalex.org/W2124280970","https://openalex.org/W2125724988","https://openalex.org/W2131241154","https://openalex.org/W2146025745","https://openalex.org/W2153517355","https://openalex.org/W2153620960","https://openalex.org/W2156288624","https://openalex.org/W2161313783","https://openalex.org/W2168405694","https://openalex.org/W2324099123","https://openalex.org/W2341171179","https://openalex.org/W2464045740","https://openalex.org/W2486957113","https://openalex.org/W2575731723","https://openalex.org/W2949186496","https://openalex.org/W3125634603","https://openalex.org/W4214712351","https://openalex.org/W4214717370","https://openalex.org/W4285719527","https://openalex.org/W6630520071","https://openalex.org/W6631168379","https://openalex.org/W6636868823","https://openalex.org/W6639904974","https://openalex.org/W6679450940","https://openalex.org/W6683704888","https://openalex.org/W6719313275","https://openalex.org/W6722698308"],"related_works":["https://openalex.org/W2583381754","https://openalex.org/W2144255176","https://openalex.org/W2222333653","https://openalex.org/W109977192","https://openalex.org/W1970797462","https://openalex.org/W2019740326","https://openalex.org/W2315999538","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"We":[0,69,131],"introduce":[1],"competing":[2],"cognitive":[3],"resilient":[4],"network":[5],"(CCRN)":[6],"of":[7,102,112,154],"mobile":[8],"radios":[9],"challenged":[10],"to":[11,42,89,126,160],"optimize":[12],"data":[13],"throughput":[14],"and":[15,22,35,58,62,72,114,122,138],"networking":[16,48],"efficiency":[17],"under":[18],"dynamic":[19],"spectrum":[20,67],"access":[21],"adversarial":[23],"threats":[24],"(e.g.,":[25],"jamming).":[26],"Unlike":[27],"the":[28,78,96,149,155],"conventional":[29],"approaches,":[30],"CCRN":[31,137],"features":[32],"both":[33,143],"communicator":[34],"jamming":[36],"nodes":[37],"in":[38],"a":[39,133],"friendly":[40],"coalition":[41],"take":[43],"joint":[44],"actions":[45,98,115],"against":[46],"hostile":[47],"entities.":[49],"In":[50],"particular,":[51],"this":[52],"paper":[53],"showcases":[54],"hypothetical":[55],"blue":[56],"force":[57,60],"red":[59],"CCRNs":[61],"their":[63],"competition":[64],"for":[65,136,142],"open":[66],"resources.":[68],"present":[70],"state-agnostic":[71,83],"stateful":[73,106],"solution":[74],"approaches":[75],"based":[76],"on":[77,86],"decision":[79,120],"theoretic":[80],"framework.":[81],"The":[82,105],"approach":[84,107],"builds":[85],"multiarmed":[87],"bandit":[88],"develop":[90],"an":[91,109,117],"optimal":[92,128],"strategy":[93],"that":[94,148],"enables":[95],"exploratory-exploitative":[97],"from":[99,116],"sequential":[100],"sampling":[101],"channel":[103],"rewards.":[104],"makes":[108],"explicit":[110],"model":[111],"states":[113],"underlying":[118],"Markov":[119],"process":[121],"uses":[123],"multiagent":[124],"Q-learning":[125],"compute":[127],"node":[129],"actions.":[130],"provide":[132],"theoretical":[134],"framework":[135],"propose":[139],"new":[140],"algorithms":[141,151,158],"approaches.":[144],"Simulation":[145],"results":[146],"indicate":[147],"proposed":[150],"outperform":[152],"some":[153],"most":[156],"important":[157],"known":[159],"date.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}