{"id":"https://openalex.org/W7136359614","doi":"https://doi.org/10.1109/itsc60802.2025.11423491","title":"Enhancing Urban Sensing Utility with Sensor-Enabled Vehicles and Easily Accessible Data","display_name":"Enhancing Urban Sensing Utility with Sensor-Enabled Vehicles and Easily Accessible Data","publication_year":2025,"publication_date":"2025-11-18","ids":{"openalex":"https://openalex.org/W7136359614","doi":"https://doi.org/10.1109/itsc60802.2025.11423491"},"language":"en","primary_location":{"id":"doi:10.1109/itsc60802.2025.11423491","doi":"https://doi.org/10.1109/itsc60802.2025.11423491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc60802.2025.11423491","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"IEEE International Conference on Intelligent Transportation Systems (ITSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2512.07124","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5129437915","display_name":"Hui Zhong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405261251","display_name":"The Hong Kong University of Science and Technology (Guangzhou)","ror":"https://ror.org/050h0vm43","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405261251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhong","raw_affiliation_strings":["Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400","institution_ids":["https://openalex.org/I4405261251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076792283","display_name":"Qing-Long Lu","orcid":"https://orcid.org/0000-0002-6087-8670","observed_orcids":["https://orcid.org/0000-0002-6087-8670"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qing-Long Lu","raw_affiliation_strings":["National University of Singapore,Department of Civil and Environmental Engineering,Singapore,Singapore,117576"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore,Department of Civil and Environmental Engineering,Singapore,Singapore,117576","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129615420","display_name":"Qiming Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405261251","display_name":"The Hong Kong University of Science and Technology (Guangzhou)","ror":"https://ror.org/050h0vm43","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405261251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiming Zhang","raw_affiliation_strings":["Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400","institution_ids":["https://openalex.org/I4405261251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043313627","display_name":"Hongliang Lu","orcid":"https://orcid.org/0009-0009-6104-7332","observed_orcids":["https://orcid.org/0009-0009-6104-7332"]},"institutions":[{"id":"https://openalex.org/I4405261251","display_name":"The Hong Kong University of Science and Technology (Guangzhou)","ror":"https://ror.org/050h0vm43","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405261251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongliang Lu","raw_affiliation_strings":["Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400","institution_ids":["https://openalex.org/I4405261251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062424202","display_name":"Xinhu Zheng","orcid":"https://orcid.org/0000-0002-9898-5543","observed_orcids":["https://orcid.org/0000-0002-9898-5543","https://orcid.org/0009-0001-5918-3361"]},"institutions":[{"id":"https://openalex.org/I4405261251","display_name":"The Hong Kong University of Science and Technology (Guangzhou)","ror":"https://ror.org/050h0vm43","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405261251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhu Zheng","raw_affiliation_strings":["Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology (Guangzhou),INTR thrust, System Hub,Guangdong,China,511400","institution_ids":["https://openalex.org/I4405261251"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8261,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64058074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3218","last_page":"3223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.5005000233650208,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.5005000233650208,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.3991999924182892,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.010900000110268593,"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/urban-sensing","display_name":"urban sensing","score":0.9380000233650208},{"id":"https://openalex.org/keywords/spatiotemporal-coverage","display_name":"spatiotemporal coverage","score":0.8889999985694885},{"id":"https://openalex.org/keywords/fleet-size-reduction","display_name":"fleet size reduction","score":0.5370000004768372},{"id":"https://openalex.org/keywords/air-quality-monitoring","display_name":"air quality monitoring","score":0.796999990940094},{"id":"https://openalex.org/keywords/smart-cities","display_name":"smart cities","score":0.7789999842643738},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"traffic congestion","score":0.4690000116825104},{"id":"https://openalex.org/keywords/infrastructure-inspection","display_name":"infrastructure inspection","score":0.8679999709129333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.527899980545044},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3052000105381012},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.26019999384880066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24140000343322754},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.23929999768733978},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.23739999532699585},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.22779999673366547}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/itsc60802.2025.11423491","doi":"https://doi.org/10.1109/itsc60802.2025.11423491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc60802.2025.11423491","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"IEEE International Conference on Intelligent Transportation Systems (ITSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2512.07124","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.07124","pdf_url":"https://arxiv.org/pdf/2512.07124","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2512.07124","doi":"https://doi.org/10.48550/arxiv.2512.07124","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2512.07124","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2512.07124","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.07124","pdf_url":"https://arxiv.org/pdf/2512.07124","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":1.0},{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":1.0}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1216058440","display_name":null,"funder_award_id":"62373315","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1409714051","display_name":null,"funder_award_id":"U24A20252,62373315","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321160","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7136359614.pdf","grobid_xml":"https://content.openalex.org/works/W7136359614.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1968155327","https://openalex.org/W1990506173","https://openalex.org/W2050000782","https://openalex.org/W2135822894","https://openalex.org/W2254736503","https://openalex.org/W2290364686","https://openalex.org/W2513939141","https://openalex.org/W2741140625","https://openalex.org/W2950637351","https://openalex.org/W2963590620","https://openalex.org/W2963933466","https://openalex.org/W2972952634","https://openalex.org/W3007209875","https://openalex.org/W3021336633","https://openalex.org/W3153052461","https://openalex.org/W4226069476","https://openalex.org/W4226141546","https://openalex.org/W4285612379","https://openalex.org/W4323572492","https://openalex.org/W4385143003","https://openalex.org/W4386189483","https://openalex.org/W4387388421","https://openalex.org/W4402359978","https://openalex.org/W4406817555","https://openalex.org/W4406952403","https://openalex.org/W4409251452"],"related_works":["https://openalex.org/W7136421546","https://openalex.org/W2898642460","https://openalex.org/W4320527911","https://openalex.org/W4403760896","https://openalex.org/W2353663599","https://openalex.org/W3128200939","https://openalex.org/W4386189483","https://openalex.org/W7118166858","https://openalex.org/W2018397503","https://openalex.org/W4402359978"],"abstract_inverted_index":{"Urban":[0],"sensing":[1,54,73,100,120,137,177,196],"is":[2,55,133,144],"essential":[3],"for":[4,15,36,97],"the":[5,20,42,99,110,166,186],"development":[6],"of":[7,22,44,102,189],"smart":[8],"cities,":[9],"enabling":[10],"monitoring,":[11],"computing,":[12],"and":[13,40,50,67,78,83,119,183],"decisionmaking":[14],"urban":[16,37,124,191],"management.":[17],"Thanks":[18],"to":[19,33,63,75,115,135,174],"advent":[21],"vehicle":[23,117,128],"technologies,":[24],"modern":[25],"vehicles":[26,154],"are":[27],"transforming":[28],"from":[29,151],"solely":[30],"mobility":[31],"tools":[32],"valuable":[34],"sensors":[35],"data":[38,150,192],"collection,":[39],"hold":[41],"potential":[43],"improving":[45],"traffic":[46],"congestion,":[47],"transport":[48],"sustainability,":[49],"infrastructure":[51],"inspection.":[52],"Vehicle-based":[53],"increasingly":[56],"recognized":[57],"as":[58],"a":[59,88],"promising":[60],"technology":[61],"due":[62],"its":[64],"flexibility,":[65],"cost-effectiveness,":[66],"extensive":[68],"spatiotemporal":[69,113],"coverage.":[70],"However,":[71],"optimizing":[72,194],"strategies":[74],"balance":[76],"spatial":[77],"temporal":[79],"coverage,":[80],"minimize":[81],"redundancy,":[82],"address":[84],"budget":[85],"constraints":[86],"remains":[87],"key":[89],"challenge.":[90],"This":[91],"study":[92],"proposes":[93],"an":[94],"adaptive":[95],"framework":[96,111,143],"enhancing":[98],"utility":[101,138,178],"sensor-equipped":[103,153],"vehicles.":[104],"By":[105],"integrating":[106],"heterogeneous":[107],"opensource":[108],"data,":[109],"leverages":[112],"weighting":[114],"optimize":[116],"selection":[118,129],"coverage":[121],"across":[122],"various":[123],"contexts.":[125],"An":[126],"entropy-based":[127],"strategy,":[130],"Improved":[131],"OptiFleet,":[132],"developed":[134],"maximize":[136],"while":[139],"minimizing":[140],"redundancy.":[141],"The":[142],"validated":[145],"using":[146],"real-world":[147],"air":[148],"quality":[149],"320":[152],"operating":[155],"in":[156,193],"Guangzhou,":[157],"China,":[158],"over":[159],"two":[160],"months.":[161],"Key":[162],"findings":[163],"show":[164],"that":[165],"proposed":[167],"method":[168],"outperforms":[169],"baseline":[170],"strategies,":[171],"providing":[172],"up":[173],"5%":[175],"higher":[176],"with":[179],"reduced":[180],"fleet":[181],"sizes,":[182],"also":[184],"highlights":[185],"critical":[187],"role":[188],"dynamic":[190],"mobile":[195],"strategies.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2026-03-17T00:00:00"}
