{"id":"https://openalex.org/W2074747376","doi":"https://doi.org/10.1109/itsc.2014.6958173","title":"Evaluation of smart-phone performance for real-time traffic prediction","display_name":"Evaluation of smart-phone performance for real-time traffic prediction","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2074747376","doi":"https://doi.org/10.1109/itsc.2014.6958173","mag":"2074747376"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2014.6958173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2014.6958173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"17th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-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/A5011125656","display_name":"Rauf Ansar","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Rauf Ansar","raw_affiliation_strings":["Rauf Ansar, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"Rauf Ansar, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037487214","display_name":"Paron Sarampakhul","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Paron Sarampakhul","raw_affiliation_strings":["Rauf Ansar, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"Rauf Ansar, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017450507","display_name":"Soham Ghosh","orcid":"https://orcid.org/0000-0002-6151-8183"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Soham Ghosh","raw_affiliation_strings":["Rauf Ansar, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"Rauf Ansar, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086550237","display_name":"Nikola Mitrovi\u0107","orcid":"https://orcid.org/0000-0002-5057-848X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Nikola Mitrovic","raw_affiliation_strings":["Rauf Ansar, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"Rauf Ansar, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109489129","display_name":"Muhammad Tayyab Asif","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Muhammad Tayyab Asif","raw_affiliation_strings":["Rauf Ansar, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"Rauf Ansar, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082613025","display_name":"Justin Dauwels","orcid":"https://orcid.org/0000-0002-4390-1568"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Justin Dauwels","raw_affiliation_strings":["Rauf Ansar, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"Rauf Ansar, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, College of Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109246810","display_name":"Patrick Jaillet","orcid":"https://orcid.org/0000-0002-8585-6566"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Jaillet","raw_affiliation_strings":["Patrick Jaillet is with the Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","Department of Electrical Engineering and Computer Science, School of Engineering, USA"],"affiliations":[{"raw_affiliation_string":"Patrick Jaillet is with the Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, School of Engineering, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011125656"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":3.0865,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92144818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3010","last_page":"3015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9997000098228455,"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":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.7100026607513428},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5653123259544373},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.48762860894203186},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4380791485309601},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43422019481658936},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.4319829046726227},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4167238473892212},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4116096794605255},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.41044265031814575},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.34957849979400635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100026607513428},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5653123259544373},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.48762860894203186},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4380791485309601},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43422019481658936},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.4319829046726227},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4167238473892212},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4116096794605255},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.41044265031814575},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.34957849979400635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itsc.2014.6958173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2014.6958173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"17th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.707.7436","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.707.7436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dauwels.com/Papers/Evaluation%20of%20Smart-phone%20Performance%20for%20Real-time%20Traffic%20Prediction.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W596408698","https://openalex.org/W1560489403","https://openalex.org/W1587573180","https://openalex.org/W1978702946","https://openalex.org/W1982978808","https://openalex.org/W1985986451","https://openalex.org/W2004073866","https://openalex.org/W2008559906","https://openalex.org/W2031346385","https://openalex.org/W2034411841","https://openalex.org/W2050134713","https://openalex.org/W2051477898","https://openalex.org/W2057125690","https://openalex.org/W2069866087","https://openalex.org/W2073209910","https://openalex.org/W2080731893","https://openalex.org/W2100378013","https://openalex.org/W2117874402","https://openalex.org/W2125829898","https://openalex.org/W2142767931","https://openalex.org/W2153635508","https://openalex.org/W2155431733","https://openalex.org/W2162797040","https://openalex.org/W2285876243","https://openalex.org/W2962804292","https://openalex.org/W3124920430","https://openalex.org/W6635089135","https://openalex.org/W6651571160","https://openalex.org/W6677694295","https://openalex.org/W6678584333","https://openalex.org/W6681004605","https://openalex.org/W6695722792"],"related_works":["https://openalex.org/W2374980776","https://openalex.org/W2357146844","https://openalex.org/W2138225277","https://openalex.org/W2578585306","https://openalex.org/W2612238703","https://openalex.org/W2352713638","https://openalex.org/W2357259534","https://openalex.org/W2147668000","https://openalex.org/W2612734354","https://openalex.org/W4242927786"],"abstract_inverted_index":{"Smartphones":[0],"efficiently":[1],"collect":[2],"traffic":[3,17,81],"information,":[4],"guide":[5],"the":[6,10,13,73,90,98,101,104,117,140,145,150,155,159,171,174,179,188],"drivers":[7],"and":[8,15,28,153,162,177],"inform":[9],"end-user":[11],"about":[12],"current":[14],"future":[16,95],"conditions.":[18],"Due":[19],"to":[20,93,109,124,184],"enhanced":[21],"sensor":[22],"technology,":[23],"visualization":[24],"capabilities,":[25],"navigational":[26],"performance":[27],"network":[29,105,112,122,127,142,176],"connectivity,":[30],"smartphones":[31,125],"play":[32],"an":[33],"important":[34],"role":[35],"in":[36,103],"advanced":[37],"travel":[38],"information":[39],"systems":[40],"(ATIS).":[41],"Although":[42],"they":[43],"offer":[44],"increasing":[45],"computation":[46],"power":[47],"nowadays,":[48],"this":[49,68],"potential":[50],"smartphone'":[51],"resource":[52],"has":[53],"not":[54],"been":[55],"explicitly":[56],"evaluated":[57],"for":[58,97,120,187],"neither":[59],"ATIS":[60],"nor":[61],"Intelligent":[62,190],"Transport":[63],"System":[64],"(ITS)":[65],"applications.":[66,193],"In":[67],"study,":[69],"we":[70,85,107,115],"actively":[71],"involve":[72],"smartphone":[74],"into":[75],"real-time":[76],"compressed":[77,111,121,141,160],"prediction":[78,87],"of":[79,100,173,181],"large":[80],"networks.":[82],"More":[83],"precisely,":[84],"run":[86],"algorithms":[88],"on":[89,149],"central":[91],"server":[92],"obtain":[94],"state":[96,123,143,161],"subset":[99],"links":[102],"that":[106],"refer":[108],"as":[110],"state.":[113],"Then,":[114],"send":[116],"predicted":[118],"values":[119],"where":[126,136],"extrapolation":[128,132],"is":[129,147],"performed.":[130],"Network":[131],"involves":[133],"vector-matrix":[134],"multiplication":[135],"row":[137],"vector":[138],"represents":[139],"while":[144],"matrix":[146],"stored":[148],"mobile":[151],"phone":[152],"contains":[154],"relationships":[156],"function":[157],"between":[158],"entire":[163],"network.":[164],"Such":[165],"decentralized":[166],"infrastructure":[167],"can":[168],"significantly":[169],"reduce":[170],"overhead":[172],"communication":[175],"enhance":[178],"development":[180],"cooperative,":[182],"peer":[183,185],"networks":[186],"NextGen":[189],"Transportation":[191],"Systems":[192]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
