{"id":"https://openalex.org/W3182975413","doi":"https://doi.org/10.1109/access.2021.3094270","title":"An Adaptive Method for Traffic Signal Control Based on Fuzzy Logic With Webster and Modified Webster Formula Using SUMO Traffic Simulator","display_name":"An Adaptive Method for Traffic Signal Control Based on Fuzzy Logic With Webster and Modified Webster Formula Using SUMO Traffic Simulator","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3182975413","doi":"https://doi.org/10.1109/access.2021.3094270","mag":"3182975413"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3094270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3094270","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09471840.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09471840.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101475557","display_name":"Muzamil Eltejani Mohammed Al\u0131","orcid":"https://orcid.org/0000-0003-1760-5949"},"institutions":[{"id":"https://openalex.org/I78157869","display_name":"University of Gezira","ror":"https://ror.org/001mf9v16","country_code":"SD","type":"education","lineage":["https://openalex.org/I78157869"]}],"countries":["SD"],"is_corresponding":false,"raw_author_name":"Muzamil Eltejani Mohammed Ali","raw_affiliation_strings":["Faculty of Engineering and Technology, University of Gezira, Wad Medani, Al Jazirah, Sudan"],"raw_orcid":"https://orcid.org/0000-0003-1760-5949","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, University of Gezira, Wad Medani, Al Jazirah, Sudan","institution_ids":["https://openalex.org/I78157869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062053285","display_name":"Akif Durdu","orcid":"https://orcid.org/0000-0002-5611-2322"},"institutions":[{"id":"https://openalex.org/I4210117254","display_name":"Konya Technical University","ror":"https://ror.org/02s82rs08","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210117254"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Akif Durdu","raw_affiliation_strings":["Robotics Automation Control Laboratory (RAC-LAB), Konya Technical University, Konya, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-5611-2322","affiliations":[{"raw_affiliation_string":"Robotics Automation Control Laboratory (RAC-LAB), Konya Technical University, Konya, Turkey","institution_ids":["https://openalex.org/I4210117254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069667072","display_name":"Seyit Alperen \u00c7eltek","orcid":"https://orcid.org/0000-0002-7097-2521"},"institutions":[{"id":"https://openalex.org/I46464968","display_name":"Karamano\u011flu Mehmetbey University","ror":"https://ror.org/037vvf096","country_code":"TR","type":"education","lineage":["https://openalex.org/I46464968"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seyit Alperen Celtek","raw_affiliation_strings":["Karamano\u011flu Mehmetbey University, Karaman, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7097-2521","affiliations":[{"raw_affiliation_string":"Karamano\u011flu Mehmetbey University, Karaman, Turkey","institution_ids":["https://openalex.org/I46464968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008672128","display_name":"Alper Y\u0131lmaz","orcid":"https://orcid.org/0000-0003-0755-2628"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alper Yilmaz","raw_affiliation_strings":["Photogrammetric Computer Vision Lab, The Ohio State University, Columbus, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photogrammetric Computer Vision Lab, The Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.2677,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.94650687,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"102985","last_page":"102997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9997000098228455,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6868689060211182},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6108579635620117},{"id":"https://openalex.org/keywords/traffic-signal","display_name":"Traffic signal","score":0.5319540500640869},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5268831849098206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5233506560325623},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.48743799328804016},{"id":"https://openalex.org/keywords/signal-timing","display_name":"Signal timing","score":0.484657347202301},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.42731666564941406},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4143727123737335},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3250531554222107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2218293845653534},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.20409825444221497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.126336932182312}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6868689060211182},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6108579635620117},{"id":"https://openalex.org/C2987419075","wikidata":"https://www.wikidata.org/wiki/Q8004","display_name":"Traffic signal","level":2,"score":0.5319540500640869},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5268831849098206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5233506560325623},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.48743799328804016},{"id":"https://openalex.org/C2776006172","wikidata":"https://www.wikidata.org/wiki/Q7512741","display_name":"Signal timing","level":3,"score":0.484657347202301},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.42731666564941406},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4143727123737335},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3250531554222107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2218293845653534},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.20409825444221497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.126336932182312},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3094270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3094270","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09471840.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aea4296c5a1c499bac46d2a83afb53e1","is_oa":true,"landing_page_url":"https://doaj.org/article/aea4296c5a1c499bac46d2a83afb53e1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 102985-102997 (2021)","raw_type":"article"},{"id":"pmh:oai:earsiv.kmu.edu.tr:11492/5195","is_oa":true,"landing_page_url":"https://hdl.handle.net/11492/5195","pdf_url":null,"source":{"id":"https://openalex.org/S4377196479","display_name":"eAr\u015fiv - KM\u00dc (Karamano\u011flu Mehmetbey University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I46464968","host_organization_name":"Karamano\u011flu Mehmetbey University","host_organization_lineage":["https://openalex.org/I46464968"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3094270","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3094270","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09471840.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.49000000953674316,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3182975413.pdf","grobid_xml":"https://content.openalex.org/works/W3182975413.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W6161079","https://openalex.org/W138497752","https://openalex.org/W199535599","https://openalex.org/W1585005850","https://openalex.org/W1590762254","https://openalex.org/W1596097493","https://openalex.org/W1869778509","https://openalex.org/W1969428227","https://openalex.org/W1989563156","https://openalex.org/W1998681414","https://openalex.org/W2003160342","https://openalex.org/W2005733479","https://openalex.org/W2025025668","https://openalex.org/W2030296813","https://openalex.org/W2049777773","https://openalex.org/W2095055157","https://openalex.org/W2100959316","https://openalex.org/W2105572573","https://openalex.org/W2110182592","https://openalex.org/W2119225088","https://openalex.org/W2282774873","https://openalex.org/W2286498352","https://openalex.org/W2302416626","https://openalex.org/W2339416705","https://openalex.org/W2484215240","https://openalex.org/W2507717089","https://openalex.org/W2516980995","https://openalex.org/W2535944585","https://openalex.org/W2536412503","https://openalex.org/W2588791660","https://openalex.org/W2589175099","https://openalex.org/W2593825206","https://openalex.org/W2613020517","https://openalex.org/W2613147658","https://openalex.org/W2912565176","https://openalex.org/W2944604577","https://openalex.org/W2952435301","https://openalex.org/W2959044313","https://openalex.org/W3010041816","https://openalex.org/W3119908354","https://openalex.org/W3185036968","https://openalex.org/W4211007335","https://openalex.org/W4235591324","https://openalex.org/W4250090490","https://openalex.org/W6605711098","https://openalex.org/W6608094589","https://openalex.org/W6639086533","https://openalex.org/W6674508448","https://openalex.org/W6677487958","https://openalex.org/W6695848213","https://openalex.org/W6737707654"],"related_works":["https://openalex.org/W2382294224","https://openalex.org/W1987888980","https://openalex.org/W2386201664","https://openalex.org/W3046839071","https://openalex.org/W4235810826","https://openalex.org/W2977731366","https://openalex.org/W2061234550","https://openalex.org/W2379383850","https://openalex.org/W2992491848","https://openalex.org/W2166248829"],"abstract_inverted_index":{"In":[0,164,190],"the":[1,3,13,28,52,58,65,71,83,89,101,112,118,122,133,136,184,187,194,197,203,221,225],"past,":[2],"Webster":[4,41,148],"optimal":[5,14,53,93],"cycle":[6,15,54,94],"time":[7,55,95,227],"formula":[8],"was":[9],"limited":[10],"to":[11,50,87,98,109,131,182,192],"calculate":[12,51],"from":[16,171],"historical":[17],"data":[18,169],"for":[19,210],"fixed-time":[20,147],"traffic":[21,33,60,72,127,144,152,231],"signal":[22,34],"control.":[23],"This":[24],"paper":[25],"focuses":[26],"on":[27,37,57,160],"design":[29],"of":[30,70,117,135,186,196,236],"an":[31,161],"adaptive":[32,138],"control":[35,139,153,232],"based":[36],"fuzzy":[38,84,142,229],"logic":[39,85],"with":[40,141],"and":[42,80,146,149,174,228,241],"modified":[43,150],"Webster's":[44],"formula.":[45],"These":[46],"formulas":[47],"are":[48,158,180,206],"used":[49,97,108,130,181],"depending":[56],"current":[59],"situation":[61],"which":[62],"applying":[63],"in":[64,121,178,234],"next":[66,123],"cycle.":[67,124],"The":[68,91,125,155,215],"alternation":[69],"condition":[73],"between":[74],"two":[75],"successive":[76],"cycles":[77],"is":[78,96,107,129],"monitored":[79],"handled":[81],"through":[82],"system":[86],"compensate":[88],"fluctuation.":[90],"obtained":[92,170,216],"determine":[99,110],"adaptively":[100,111],"effective":[102],"phase":[103,120],"green":[104,119],"times":[105],"i.e.":[106],"maximum":[113],"allowable":[114],"extension":[115],"limit":[116],"SUMO":[126,209],"simulator":[128],"compare":[132],"results":[134,218],"proposed":[137,156,188,198,222],"methods":[140,157,223,233],"logic-based":[143,230],"control,":[145],"Webster-based":[151],"methods.":[154,189],"tested":[159],"isolated":[162],"intersection.":[163,214],"this":[165],"study,":[166],"real":[167],"field-collected":[168],"three,":[172],"four,":[173],"five":[175],"approaches":[176,213],"intersections":[177],"Kilis/Turkey":[179],"test":[183],"performance":[185],"addition,":[191],"examine":[193],"efficiency":[195],"techniques":[199],"at":[200],"heavy":[201],"demands,":[202],"arbitrary":[204],"demands":[205],"generated":[207],"by":[208],"a":[211],"four":[212],"simulation":[217],"indicate":[219],"that":[220],"overperform":[224],"fixed":[226],"terms":[235],"average":[237],"vehicular":[238],"delay,":[239],"speed,":[240],"travel":[242],"time.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}
