{"id":"https://openalex.org/W2793208818","doi":"https://doi.org/10.1109/globalsip.2017.8309076","title":"Monitoring road surface anomalies towards dynamic road mapping for future smart cities","display_name":"Monitoring road surface anomalies towards dynamic road mapping for future smart cities","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2793208818","doi":"https://doi.org/10.1109/globalsip.2017.8309076","mag":"2793208818"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2017.8309076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8309076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5021410318","display_name":"Amr S. El-Wakeel","orcid":"https://orcid.org/0000-0001-7239-8810"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Amr S. El-Wakeel","raw_affiliation_strings":["Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016171406","display_name":"Jin Li","orcid":"https://orcid.org/0000-0001-6887-7720"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021390237","display_name":"Muhammed Tahsin Rahman","orcid":"https://orcid.org/0000-0001-6904-3111"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Muhammed T. Rahman","raw_affiliation_strings":["Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091253792","display_name":"Aboelmagd Noureldin","orcid":"https://orcid.org/0000-0001-6614-7783"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]},{"id":"https://openalex.org/I51768193","display_name":"Royal Military College of Canada","ror":"https://ror.org/04yr71909","country_code":"CA","type":"education","lineage":["https://openalex.org/I51768193"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aboelmagd Noureldin","raw_affiliation_strings":["Electrical and Computer Eng. Dept., Royal Military College of Canada, Kingston, ON, Canada","School of Computing, Queen's University, Kingston, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Eng. Dept., Royal Military College of Canada, Kingston, ON, Canada","institution_ids":["https://openalex.org/I51768193"]},{"raw_affiliation_string":"School of Computing, Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021196543","display_name":"Hossam S. Hassanein","orcid":"https://orcid.org/0000-0003-0260-8979"},"institutions":[{"id":"https://openalex.org/I51768193","display_name":"Royal Military College of Canada","ror":"https://ror.org/04yr71909","country_code":"CA","type":"education","lineage":["https://openalex.org/I51768193"]},{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossam S. Hassanein","raw_affiliation_strings":["Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada","Electrical and Computer Eng. Dept., Royal Military College of Canada, Kingston, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Eng. Dept., Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]},{"raw_affiliation_string":"Electrical and Computer Eng. Dept., Royal Military College of Canada, Kingston, ON, Canada","institution_ids":["https://openalex.org/I51768193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021410318"],"corresponding_institution_ids":["https://openalex.org/I204722609"],"apc_list":null,"apc_paid":null,"fwci":4.2008,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93601188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"828","last_page":"832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9952999949455261,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","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/global-positioning-system","display_name":"Global Positioning System","score":0.7383249998092651},{"id":"https://openalex.org/keywords/road-surface","display_name":"Road surface","score":0.7202237844467163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6509653925895691},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5718875527381897},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5225874185562134},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.519106388092041},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.48494628071784973},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.457205593585968},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4346337616443634},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4205837845802307},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3009698987007141},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28443312644958496},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.2783370614051819},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23435992002487183},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21761003136634827},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19670319557189941},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.0990864634513855}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7383249998092651},{"id":"https://openalex.org/C2780042925","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Road surface","level":2,"score":0.7202237844467163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6509653925895691},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5718875527381897},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5225874185562134},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.519106388092041},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48494628071784973},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.457205593585968},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4346337616443634},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4205837845802307},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3009698987007141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28443312644958496},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.2783370614051819},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23435992002487183},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21761003136634827},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19670319557189941},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0990864634513855}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globalsip.2017.8309076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8309076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5699999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W173492641","https://openalex.org/W1977324115","https://openalex.org/W1993711668","https://openalex.org/W2034411841","https://openalex.org/W2058401212","https://openalex.org/W2079421249","https://openalex.org/W2151611062","https://openalex.org/W2296816139","https://openalex.org/W2501239309","https://openalex.org/W2547705281","https://openalex.org/W2554493170","https://openalex.org/W2577692329","https://openalex.org/W2602487170","https://openalex.org/W2613274667","https://openalex.org/W2783598003","https://openalex.org/W3163434214","https://openalex.org/W6607112718"],"related_works":["https://openalex.org/W1939054760","https://openalex.org/W4317418752","https://openalex.org/W2010532256","https://openalex.org/W4388427491","https://openalex.org/W2911665507","https://openalex.org/W2225266572","https://openalex.org/W2582198160","https://openalex.org/W2757106578","https://openalex.org/W2676717608","https://openalex.org/W1949685771"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,15,22,41,90,108,129],"Smart":[3,23],"Cities":[4],"aims":[5],"to":[6,46,81,119,133],"transform":[7],"city":[8],"infrastructures":[9],"and":[10,17,32,52,75,83,97,101],"services":[11],"through":[12],"the":[13,27,42,47,109,123,127,130,135],"use":[14,128],"information":[16,92],"communication":[18],"technologies.":[19],"One":[20],"aspect":[21],"City":[24],"applications":[25],"is":[26,138],"demand":[28],"for":[29,105],"more":[30],"efficient":[31],"safe":[33],"transportation":[34],"systems.":[35],"Specifically,":[36],"road":[37,63,85,91],"anomalies":[38],"are":[39],"some":[40],"challenges":[43],"that":[44,68],"contribute":[45],"increase":[48],"in":[49,54],"vehicle":[50],"damage":[51],"decrease":[53],"driver":[55],"safety.":[56],"In":[57,125],"this":[58],"paper,":[59],"we":[60],"propose":[61,114],"a":[62,79,115],"surface":[64,86],"condition":[65],"monitoring":[66],"system":[67],"utilizes":[69],"low":[70],"cost":[71],"MEMS":[72],"acceleration":[73],"sensors":[74,132],"GPS":[76],"receivers":[77],"within":[78],"tablet":[80,131],"detect":[82],"localize":[84,134],"anomalies.":[87],"Several":[88],"types":[89],"data":[93],"were":[94],"collected,":[95],"analyzed,":[96],"processed":[98],"using":[99],"statistical":[100],"time":[102],"domain":[103],"analysis":[104],"feature":[106],"extraction":[107],"various":[110],"events.":[111,124],"We":[112],"also":[113],"multi-level":[116],"decision-tree":[117],"classifier":[118],"precisely":[120],"distinguish":[121],"between":[122],"addition,":[126],"monitored":[136],"events":[137],"discussed.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
