{"id":"https://openalex.org/W3217696802","doi":"https://doi.org/10.1109/tvt.2021.3131975","title":"Fuzzy-CNN Based Multi-Task Routing for Integrated Satellite-Terrestrial Networks","display_name":"Fuzzy-CNN Based Multi-Task Routing for Integrated Satellite-Terrestrial Networks","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W3217696802","doi":"https://doi.org/10.1109/tvt.2021.3131975","mag":"3217696802"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2021.3131975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3131975","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5101690106","display_name":"Feng Wang","orcid":"https://orcid.org/0000-0002-7638-1802"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7638-1802","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046967955","display_name":"Dingde Jiang","orcid":"https://orcid.org/0000-0003-0284-5624"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingde Jiang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-0284-5624","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409172","display_name":"Zhihao Wang","orcid":"https://orcid.org/0000-0003-1989-3067"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-1989-3067","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108044017","display_name":"Zhihan Lv","orcid":"https://orcid.org/0000-0003-2525-3074"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhihan Lv","raw_affiliation_strings":["School of Data Science and Software Engineering, QDU, Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-2525-3074","affiliations":[{"raw_affiliation_string":"School of Data Science and Software Engineering, QDU, Qingdao, Shandong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056209905","display_name":"Shahid Mumtaz","orcid":"https://orcid.org/0000-0001-6364-6149"},"institutions":[{"id":"https://openalex.org/I285663978","display_name":"Weatherford College","ror":"https://ror.org/02xwsbr93","country_code":"US","type":"education","lineage":["https://openalex.org/I285663978"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT","US"],"is_corresponding":false,"raw_author_name":"Shahid Mumtaz","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es, Aveiro, Portugal","es, Aveiro, Portugal","&#x00F5","Instituto de Telecomunica&#x00E7"],"raw_orcid":"https://orcid.org/0000-0001-6364-6149","affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es, Aveiro, Portugal","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"es, Aveiro, Portugal","institution_ids":[]},{"raw_affiliation_string":"&#x00F5","institution_ids":["https://openalex.org/I285663978"]},{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":44.8391,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.9968349,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"71","issue":"2","first_page":"1913","last_page":"1926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9988999962806702,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9878000020980835,"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":0.7621403932571411},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.49950146675109863},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4343040883541107},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42216354608535767},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.417502224445343},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3671231269836426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22270473837852478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621403932571411},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49950146675109863},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4343040883541107},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42216354608535767},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.417502224445343},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3671231269836426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22270473837852478}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2021.3131975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3131975","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2689533785","display_name":"\u8f6f\u4ef6\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u4e1a\u52a1\u6d41\u6d4b\u91cf\u673a\u7406\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61571104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5801954405","display_name":null,"funder_award_id":"61902203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8314971403","display_name":null,"funder_award_id":"ZYGX2017KYQD170","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2497529233","https://openalex.org/W2741552236","https://openalex.org/W2761800657","https://openalex.org/W2767151733","https://openalex.org/W2779498868","https://openalex.org/W2781159500","https://openalex.org/W2789328094","https://openalex.org/W2799292918","https://openalex.org/W2886485362","https://openalex.org/W2894866963","https://openalex.org/W2901608252","https://openalex.org/W2905234548","https://openalex.org/W2909635352","https://openalex.org/W2912890914","https://openalex.org/W2913895065","https://openalex.org/W2918797707","https://openalex.org/W2919287442","https://openalex.org/W2921206069","https://openalex.org/W2935268363","https://openalex.org/W2942976469","https://openalex.org/W2945170981","https://openalex.org/W2956241431","https://openalex.org/W2962883549","https://openalex.org/W2968925205","https://openalex.org/W2969103220","https://openalex.org/W2979443898","https://openalex.org/W2982382772","https://openalex.org/W2983275977","https://openalex.org/W2985267475","https://openalex.org/W2996213540","https://openalex.org/W3009508650","https://openalex.org/W3011140126","https://openalex.org/W3013626674","https://openalex.org/W3014097207","https://openalex.org/W3015240082","https://openalex.org/W3016282456","https://openalex.org/W3033429808","https://openalex.org/W3038658251","https://openalex.org/W3045506064","https://openalex.org/W3045601523","https://openalex.org/W3046062312","https://openalex.org/W3080511272","https://openalex.org/W4236423240"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W1885824365","https://openalex.org/W1595657826"],"abstract_inverted_index":{"The":[0,19,110,126,145,164,212],"integrated":[1],"satellite-terrestrial":[2],"network":[3,14,17,158],"(ISN)":[4],"is":[5,134],"an":[6],"emerging":[7],"framework":[8],"that":[9,216],"complements":[10],"the":[11,52,76,82,94,114,122,148,168,186,191,204,217],"ground":[12,43,115],"5G":[13],"with":[15,38,67],"global":[16],"access.":[18],"satellite":[20],"layer":[21],"consists":[22],"of":[23,58,79,84,87,129],"Low":[24],"Earth":[25],"Orbit":[26],"(LEO)":[27],"and":[28,34,55,81,101,113,139,162,177,229],"Geosynchronous":[29],"(GEO)":[30],"satellites":[31,112,166],"for":[32,155,207],"long-distance":[33],"high-throughput":[35],"data":[36,151],"transmission":[37,70],"low":[39],"latency.":[40],"However,":[41],"traditional":[42],"routing":[44,107,221],"strategies":[45],"are":[46,119],"not":[47],"appropriate":[48],"in":[49,108],"ISN,":[50],"considering":[51,185],"dynamic":[53],"motion":[54],"different":[56,132,234],"capabilities":[57],"satellites.":[59,183],"Moreover,":[60],"multi-type":[61],"tasks":[62],"need":[63],"to":[64,73,104,172,181,198,202],"be":[65],"allocated":[66],"optimal":[68,208],"inter-satellite":[69],"links":[71],"(ISL)":[72],"ensure":[74],"both":[75],"load":[77,127],"balance":[78],"ISN":[80,130,209,235],"quality":[83],"experience":[85],"(QoE)":[86],"subscribers.":[88],"In":[89],"this":[90],"paper,":[91],"we":[92,194],"combine":[93],"Software":[95],"Defined":[96],"Networking":[97],"(SDN),":[98],"AI":[99],"technique,":[100],"fuzzy":[102,196],"logic":[103,197],"optimize":[105],"multi-task":[106,220],"ISN.":[109],"GEO":[111,137,153,165],"computing":[116],"center":[117],"(GCC)":[118],"set":[120],"as":[121],"joint":[123],"control":[124,227],"plane.":[125],"information":[128],"at":[131],"times":[133],"collected":[135],"by":[136],"controllers":[138,154],"made":[140],"into":[141],"a":[142],"multi-D":[143],"matrix.":[144],"GCC":[146],"collects":[147],"historical":[149],"traffic":[150,226],"from":[152],"convolutional":[156],"neural":[157],"(CNN)":[159],"model":[160,171],"training":[161],"updating.":[163],"utilize":[167],"trained":[169],"CNN":[170,187,205],"make":[173],"path":[174,210,230],"allocation":[175],"decisions":[176],"issue":[178],"flow":[179],"tables":[180],"LEO":[182],"Further,":[184],"judgment":[188],"may":[189],"contradict":[190],"user":[192],"QoE,":[193],"use":[195],"evaluate":[199],"task":[200],"requirements":[201],"improve":[203],"output":[206],"allocation.":[211],"simulation":[213],"results":[214],"demonstrate":[215],"fuzzy-CNN":[218],"based":[219],"(FCMR)":[222],"method":[223],"has":[224],"better":[225],"performance":[228],"finding":[231],"flexibility":[232],"under":[233],"conditions.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
