{"id":"https://openalex.org/W2803219906","doi":"https://doi.org/10.23919/wiopt.2018.8362860","title":"Cooperative relay beamforming for control channel jamming in vehicular networks","display_name":"Cooperative relay beamforming for control channel jamming in vehicular networks","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2803219906","doi":"https://doi.org/10.23919/wiopt.2018.8362860","mag":"2803219906"},"language":"en","primary_location":{"id":"doi:10.23919/wiopt.2018.8362860","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wiopt.2018.8362860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"},"type":"preprint","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/A5013216943","display_name":"Pengwenlong Gu","orcid":"https://orcid.org/0000-0001-5887-2504"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pengwenlong Gu","raw_affiliation_strings":["LTCI, TELECOM ParisTech, Universite Paris-Saclay, Paris, France"],"affiliations":[{"raw_affiliation_string":"LTCI, TELECOM ParisTech, Universite Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I277688954","https://openalex.org/I12356871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044004251","display_name":"Cunqing Hua","orcid":"https://orcid.org/0000-0003-0243-805X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunqing Hua","raw_affiliation_strings":["School of Cyberspace Security, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109225807","display_name":"Rida Khatoun","orcid":null},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rida Khatoun","raw_affiliation_strings":["LTCI, TELECOM ParisTech, Universite Paris-Saclay, Paris, France"],"affiliations":[{"raw_affiliation_string":"LTCI, TELECOM ParisTech, Universite Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I277688954","https://openalex.org/I12356871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024861962","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0002-7454-0451"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Wu","raw_affiliation_strings":["School of Cyberspace Security, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063048763","display_name":"Ahmed Serhrouchni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Serhrouchni","raw_affiliation_strings":["LTCI, TELECOM ParisTech, Universite Paris-Saclay, Paris, France"],"affiliations":[{"raw_affiliation_string":"LTCI, TELECOM ParisTech, Universite Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I277688954","https://openalex.org/I12356871"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013216943"],"corresponding_institution_ids":["https://openalex.org/I12356871","https://openalex.org/I277688954","https://openalex.org/I4210165912"],"apc_list":null,"apc_paid":null,"fwci":0.3901,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64843589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9983999729156494,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9983999729156494,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9961000084877014,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9918000102043152,"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/jamming","display_name":"Jamming","score":0.8961473703384399},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.7907562255859375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6838773488998413},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.6495124101638794},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5377552509307861},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5255091190338135},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5043562650680542},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49698808789253235},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.45703282952308655},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4150789976119995},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.35824519395828247},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.3459787368774414},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3138841986656189}],"concepts":[{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.8961473703384399},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7907562255859375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6838773488998413},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.6495124101638794},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5377552509307861},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5255091190338135},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5043562650680542},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49698808789253235},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.45703282952308655},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4150789976119995},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.35824519395828247},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.3459787368774414},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3138841986656189},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/wiopt.2018.8362860","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wiopt.2018.8362860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02342647v1","is_oa":false,"landing_page_url":"https://telecom-paris.hal.science/hal-02342647","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), May 2018, Shanghai, France. pp.1-7, &#x27E8;10.23919/WIOPT.2018.8362860&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W170281260","https://openalex.org/W1970345949","https://openalex.org/W1980907518","https://openalex.org/W1981044874","https://openalex.org/W1989460852","https://openalex.org/W2007104311","https://openalex.org/W2022987059","https://openalex.org/W2036898642","https://openalex.org/W2051158716","https://openalex.org/W2057402078","https://openalex.org/W2070748497","https://openalex.org/W2095975429","https://openalex.org/W2099257422","https://openalex.org/W2100068253","https://openalex.org/W2105889532","https://openalex.org/W2118521282","https://openalex.org/W2137853299","https://openalex.org/W2147882403","https://openalex.org/W2159339877","https://openalex.org/W2166765763","https://openalex.org/W2169363112","https://openalex.org/W2213621529","https://openalex.org/W2313096159","https://openalex.org/W2624411278","https://openalex.org/W2732830997","https://openalex.org/W2783999452","https://openalex.org/W3103833233","https://openalex.org/W4232006083","https://openalex.org/W6656453165","https://openalex.org/W6680293426"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W4206679069","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W3046260513","https://openalex.org/W2998294818","https://openalex.org/W45347327"],"abstract_inverted_index":{"Radio":[0],"Frequency":[1],"(RF)":[2],"jamming":[3,42,69],"attacks":[4],"constitute":[5],"a":[6,60,107,127],"major":[7],"threat":[8],"to":[9,27,40,90,146],"the":[10,17,22,29,34,66,78,85,92,96,133,148,151],"availability":[11],"of":[12,77,95,129,150],"control":[13,67],"channel":[14,68],"communications":[15],"in":[16,71,116],"vehicular":[18,72],"networks.":[19],"In":[20,55],"particular,":[21],"victim":[23,97],"vehicles":[24,89],"may":[25],"fail":[26],"receive":[28],"safety":[30],"related":[31],"messages":[32],"from":[33],"Road":[35],"Side":[36],"Unit":[37],"(RSU)":[38],"due":[39],"persistent":[41],"attacks,":[43],"which":[44,74,113],"can":[45,158],"possibly":[46],"cause":[47],"tremendous":[48],"economic":[49],"loss":[50],"and":[51,80,87,137,154],"claim":[52],"human":[53],"lives.":[54],"this":[56,120],"paper,":[57],"we":[58],"propose":[59],"cooperative":[61],"anti-jamming":[62,100],"beamforming":[63],"scheme":[64],"for":[65],"problem":[70,103,122],"networks,":[73],"takes":[75],"advantage":[76],"multi-antenna":[79],"spatial":[81],"diversity":[82],"provided":[83,145],"by":[84,123],"RSU":[86],"relay":[88],"improve":[91],"transmission":[93],"reliability":[94],"vehicles.":[98],"The":[99],"beamformer":[101],"design":[102],"is":[104,114],"formulated":[105],"as":[106,126],"Mixed-integer":[108],"Nonlinear":[109],"Programming":[110],"(MINLP)":[111],"problem,":[112],"intractable":[115],"general.":[117],"We":[118],"address":[119],"challenging":[121],"reformulating":[124],"it":[125],"sequence":[128],"convex":[130],"sub-problems":[131],"using":[132],"semi-definite":[134],"relaxation":[135],"(SDR)":[136],"convex-concave":[138],"procedure":[139],"(CCP)":[140],"methods.":[141],"Simulation":[142],"results":[143],"are":[144],"investigate":[147],"convergence":[149],"proposed":[152],"scheme,":[153],"significant":[155],"performance":[156],"gain":[157],"be":[159],"observed":[160],"comparing":[161],"with":[162],"other":[163],"benchmark":[164],"schemes.":[165]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
