{"id":"https://openalex.org/W4285224823","doi":"https://doi.org/10.1109/tits.2022.3170028","title":"Time-Constrained Ensemble Sensing With Heterogeneous IoT Devices in Intelligent Transportation Systems","display_name":"Time-Constrained Ensemble Sensing With Heterogeneous IoT Devices in Intelligent Transportation Systems","publication_year":2022,"publication_date":"2022-05-06","ids":{"openalex":"https://openalex.org/W4285224823","doi":"https://doi.org/10.1109/tits.2022.3170028"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3170028","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/171627/1/T_ITS_Final.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026104847","display_name":"Xingyu Feng","orcid":"https://orcid.org/0000-0002-2152-8483"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"funder","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Feng","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060564734","display_name":"Chengwen Luo","orcid":"https://orcid.org/0000-0003-0293-0781"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"funder","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengwen Luo","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083707253","display_name":"Bo Wei","orcid":"https://orcid.org/0000-0002-0781-9655"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"funder","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo Wei","raw_affiliation_strings":["Lancaster University, Lancaster, U.K"],"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735527","display_name":"Jin Zhang","orcid":"https://orcid.org/0000-0001-9001-1931"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"funder","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100393871","display_name":"Jianqiang Li","orcid":"https://orcid.org/0000-0002-2208-962X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"funder","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqiang Li","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371075","display_name":"Huihui Wang","orcid":"https://orcid.org/0000-0002-4098-5313"},"institutions":[{"id":"https://openalex.org/I117309725","display_name":"St. Bonaventure University","ror":"https://ror.org/026bv4494","country_code":"US","type":"funder","lineage":["https://openalex.org/I117309725"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huihui Wang","raw_affiliation_strings":["St. Bonaventure University, Saint Bonaventure, NY, USA"],"affiliations":[{"raw_affiliation_string":"St. Bonaventure University, Saint Bonaventure, NY, USA","institution_ids":["https://openalex.org/I117309725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036424879","display_name":"Weitao Xu","orcid":"https://orcid.org/0000-0001-9741-5912"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"funder","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Weitao Xu","raw_affiliation_strings":["City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101428727","display_name":"Mun Choon Chan","orcid":"https://orcid.org/0000-0002-6563-275X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"funder","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mun Choon Chan","raw_affiliation_strings":["National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035919267","display_name":"Victor C. M. Leung","orcid":"https://orcid.org/0000-0003-3529-2640"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"funder","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Victor C. M. Leung","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institution_assertions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.847,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":8,"citation_normalized_percentile":{"value":0.726257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":"24","issue":"11","first_page":"12949","last_page":"12960"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9989,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9989,"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"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9981,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9961,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7799679},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.68921715},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.59292626},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5176873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.51246434},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48759404},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.48396376},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46496776},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.44792956},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4387131},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.422695},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41059333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3878076},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33897856},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15506348},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3170028","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/171627/1/T_ITS_Final.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/171627/1/T_ITS_Final.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":["Lancaster University"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false},{"is_oa":true,"landing_page_url":"https://eprints.ncl.ac.uk/291196","pdf_url":"https://eprints.ncl.ac.uk/file_store/production/291196/CCE77AFF-F198-4B1B-8957-962EB2ABAB8A.pdf","source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":["Newcastle University"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/171627/1/T_ITS_Final.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/171627/1/T_ITS_Final.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":["Lancaster University"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"62073225"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61972263"},{"funder":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province","award_id":"2019A1515011608"}],"datasets":[],"versions":[],"referenced_works_count":42,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1821462560","https://openalex.org/W2026653933","https://openalex.org/W2058641082","https://openalex.org/W2194775991","https://openalex.org/W2269895670","https://openalex.org/W2293066912","https://openalex.org/W2395106899","https://openalex.org/W2513367050","https://openalex.org/W2561238782","https://openalex.org/W2603831296","https://openalex.org/W2732477316","https://openalex.org/W2751597414","https://openalex.org/W2778613407","https://openalex.org/W2781703105","https://openalex.org/W2789758093","https://openalex.org/W2801137937","https://openalex.org/W2803187616","https://openalex.org/W2807006176","https://openalex.org/W2886851211","https://openalex.org/W2912213068","https://openalex.org/W2962965870","https://openalex.org/W2963140444","https://openalex.org/W2963674932","https://openalex.org/W2984956438","https://openalex.org/W2988737160","https://openalex.org/W3004061291","https://openalex.org/W3004732066","https://openalex.org/W3027678336","https://openalex.org/W3043127422","https://openalex.org/W3097216016","https://openalex.org/W3107220607","https://openalex.org/W3159562992","https://openalex.org/W3161976591","https://openalex.org/W3162668736","https://openalex.org/W3164675724","https://openalex.org/W3197104528","https://openalex.org/W4206149682","https://openalex.org/W4212883601","https://openalex.org/W4255815195","https://openalex.org/W4295312788","https://openalex.org/W4394639701"],"related_works":["https://openalex.org/W4377971464","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4293226380","https://openalex.org/W4239306820","https://openalex.org/W3042990279","https://openalex.org/W2994939960","https://openalex.org/W2947043951","https://openalex.org/W2811106690","https://openalex.org/W2318112981"],"abstract_inverted_index":{"Recently":[0],"we":[1,42],"have":[2,117],"witnessed":[3],"the":[4,13,21,26,35,51,99,104],"rise":[5],"of":[6,9,15,29,103,113,133],"Artificial":[7],"Intelligence":[8],"Things":[10],"(AIoT)":[11],"and":[12,56,70,87,97,125],"shift":[14],"sensing":[16,27,37,46,106],"paradigm":[17],"from":[18],"cloud-centric":[19],"to":[20,49,93,130],"edge-centric,":[22],"which":[23,73],"effectively":[24],"improves":[25],"capability":[28],"intelligence":[30,65],"transportation":[31,66],"systems.":[32,67],"To":[33],"improve":[34],"real-time":[36],"performance,":[38],"in":[39,64],"this":[40],"work":[41],"propose":[43],"an":[44],"ensemble":[45,90],"based":[47],"scheme":[48],"solve":[50],"time-constraint":[52],"synchronized":[53],"inference":[54,59],"problem":[55],"achieve":[57,94],"robust":[58,123],"with":[60],"heterogeneous":[61],"IoT":[62,115],"devices":[63,116],"We":[68],"design":[69],"implement":[71],"Ensen,":[72],"incorporates":[74],"various":[75],"novel":[76],"techniques":[77],"such":[78],"as":[79],"customized":[80],"DNN":[81],"model":[82,85],"design,":[83],"KD-based":[84],"training,":[86],"dynamic":[88],"deep":[89],"management,":[91],"etc.,":[92],"improved":[95],"accuracy":[96],"maximize":[98],"computational":[100],"resource":[101],"usage":[102],"whole":[105],"group.":[107],"Extensive":[108],"evaluations":[109],"on":[110],"different":[111,131],"types":[112,132],"common":[114],"shown":[118],"that":[119],"Ensen":[120],"achieves":[121],"a":[122],"performance":[124],"can":[126],"be":[127],"easily":[128],"extended":[129],"convolutional":[134],"neural":[135],"networks.":[136]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4285224823","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2025-04-30T16:16:02.616273","created_date":"2022-07-14"}