{"id":"https://openalex.org/W4293731203","doi":"https://doi.org/10.1109/tnsm.2022.3202741","title":"A Fuzzy Logic-Based Intelligent Multiattribute Routing Scheme for Two-Layered SDVNs","display_name":"A Fuzzy Logic-Based Intelligent Multiattribute Routing Scheme for Two-Layered SDVNs","publication_year":2022,"publication_date":"2022-08-29","ids":{"openalex":"https://openalex.org/W4293731203","doi":"https://doi.org/10.1109/tnsm.2022.3202741"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2022.3202741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3202741","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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/A5061568038","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0001-5829-6850"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China","Digit Fujian Internet of Things Laboratory of Environmental Monitoring, Fujian Normal University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5829-6850","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]},{"raw_affiliation_string":"Digit Fujian Internet of Things Laboratory of Environmental Monitoring, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100966359","display_name":"Zhihong Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Yin","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076994242","display_name":"Keping Yu","orcid":"https://orcid.org/0000-0001-5735-2507"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keping Yu","raw_affiliation_strings":["Graduate School of Science and Engineering, Hosei University, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5735-2507","affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102097542","display_name":"Xiongyan Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongyan Tang","raw_affiliation_strings":["Research Institute, China Unicom, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute, China Unicom, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061307388","display_name":"Lexi Xu","orcid":"https://orcid.org/0000-0003-4338-7252"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lexi Xu","raw_affiliation_strings":["Research Institute, China Unicom, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute, China Unicom, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035834656","display_name":"Zhenzhou Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhou Guo","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090510022","display_name":"Pulkit Nehra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pulkit Nehra","raw_affiliation_strings":["Data Science Division, MAQ S/W System, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Division, MAQ S/W System, Hyderabad, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.854,"has_fulltext":false,"cited_by_count":123,"citation_normalized_percentile":{"value":0.98857204,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"4","first_page":"4189","last_page":"4200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"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/T10524","display_name":"Traffic control and management","score":0.9811999797821045,"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/T11478","display_name":"Caching and Content Delivery","score":0.9740999937057495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7798136472702026},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.6003249883651733},{"id":"https://openalex.org/keywords/ideal-solution","display_name":"Ideal solution","score":0.5927250385284424},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5705946683883667},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5415880680084229},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.49756839871406555},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4780224561691284},{"id":"https://openalex.org/keywords/routing-table","display_name":"Routing table","score":0.41971299052238464},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.3965861201286316},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35242658853530884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1318815052509308},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10559538006782532},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.07314351201057434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7798136472702026},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6003249883651733},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.5927250385284424},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5705946683883667},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5415880680084229},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.49756839871406555},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4780224561691284},{"id":"https://openalex.org/C184896649","wikidata":"https://www.wikidata.org/wiki/Q290066","display_name":"Routing table","level":4,"score":0.41971299052238464},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.3965861201286316},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35242658853530884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1318815052509308},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10559538006782532},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.07314351201057434},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2022.3202741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3202741","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G5031338534","display_name":null,"funder_award_id":"2020-MS-237","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G5175479440","display_name":null,"funder_award_id":"JYT19052","funder_id":"https://openalex.org/F4320330790","funder_display_name":"Liaoning Provincial Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null},{"id":"https://openalex.org/F4320330790","display_name":"Liaoning Provincial Postdoctoral Science Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W54243723","https://openalex.org/W2003071184","https://openalex.org/W2055045754","https://openalex.org/W2055661076","https://openalex.org/W2077725184","https://openalex.org/W2099880245","https://openalex.org/W2313191255","https://openalex.org/W2417051200","https://openalex.org/W2490051280","https://openalex.org/W2524202702","https://openalex.org/W2581679987","https://openalex.org/W2793926620","https://openalex.org/W2886976127","https://openalex.org/W2952487729","https://openalex.org/W2972554313","https://openalex.org/W2972619860","https://openalex.org/W2975262648","https://openalex.org/W2980424388","https://openalex.org/W2984923198","https://openalex.org/W3011066755","https://openalex.org/W3011356675","https://openalex.org/W3015615481","https://openalex.org/W3021340023","https://openalex.org/W3032027491","https://openalex.org/W3080597100","https://openalex.org/W3089092887","https://openalex.org/W3093814136","https://openalex.org/W3095009470","https://openalex.org/W3120021301","https://openalex.org/W3130130340","https://openalex.org/W3144385663","https://openalex.org/W3197395608","https://openalex.org/W3210248126","https://openalex.org/W3217797366","https://openalex.org/W4285326605"],"related_works":["https://openalex.org/W2775045317","https://openalex.org/W2612149696","https://openalex.org/W2347675019","https://openalex.org/W2367947563","https://openalex.org/W2890644467","https://openalex.org/W2293394021","https://openalex.org/W4387430003","https://openalex.org/W3135485754","https://openalex.org/W1990029659","https://openalex.org/W2389757528"],"abstract_inverted_index":{"Due":[0],"to":[1,122,127,145],"the":[2,10,15,23,33,64,69,80,87,93,99,129,134,142,147],"complicated":[3],"and":[4,9,30,68,97,113,166],"changing":[5],"urban":[6,172],"traffic":[7],"conditions":[8],"dynamic":[11],"mobility":[12],"of":[13,35,117,137,149],"vehicles,":[14],"network":[16],"topology":[17,81],"can":[18,160],"rapidly":[19],"change":[20],"which":[21],"causes":[22],"communication":[24],"links":[25],"between":[26],"vehicles":[27],"disconnected":[28],"frequently,":[29],"further":[31],"affects":[32],"performance":[34],"vehicular":[36],"networking.":[37],"To":[38,91,132],"overcome":[39],"this":[40,76],"problem,":[41],"we":[42,78,140],"propose":[43],"a":[44,115],"intelligent":[45,103],"multi-attribute":[46,70,104],"routing":[47,65,73,89,105],"scheme":[48,58,106],"(MARS)":[49],"for":[50,85],"two-layered":[51],"software-defined":[52],"vehicle":[53,71],"networks":[54],"(SDVNs).":[55],"The":[56],"proposed":[57,108],"is":[59,107],"divided":[60],"into":[61],"two":[62],"phases,":[63],"path":[66],"calculation":[67],"autonomous":[72],"decision-making.":[74],"In":[75],"paper,":[77],"construct":[79],"diagram":[82],"in":[83,152,171],"SDVNs":[84],"finding":[86],"efficient":[88],"paths.":[90],"increase":[92],"packet":[94,163],"arrival":[95],"rate":[96],"reduce":[98,167],"end-to-end":[100,169],"delay,":[101],"an":[102],"by":[109,120],"employing":[110],"fuzzy":[111,143],"logic":[112,144],"design":[114],"technique":[116],"order":[118],"preference":[119],"similarity":[121],"ideal":[123],"solution":[124],"(TOPSIS)":[125],"algorithm":[126],"find":[128],"next-hop":[130],"forwarder.":[131],"solve":[133],"uncertainty":[135],"problem":[136],"multiple":[138],"attributes,":[139],"apply":[141],"identify":[146],"weight":[148],"each":[150],"attribute":[151],"TOPSIS":[153],"algorithm.":[154],"Simulation":[155],"results":[156],"demonstrate":[157],"that":[158],"MARS":[159],"effectively":[161],"improve":[162],"delivery":[164],"ratio":[165],"average":[168],"delay":[170],"environments":[173],"compared":[174],"with":[175],"its":[176],"counterparts.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":74},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
