{"id":"https://openalex.org/W4392024435","doi":"https://doi.org/10.1109/jiot.2024.3364239","title":"Multitask Data Collection With Limited Budget in Edge-Assisted Mobile Crowdsensing","display_name":"Multitask Data Collection With Limited Budget in Edge-Assisted Mobile Crowdsensing","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392024435","doi":"https://doi.org/10.1109/jiot.2024.3364239"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3364239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3364239","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5091514012","display_name":"Xiaolong Liu","orcid":"https://orcid.org/0009-0001-7153-4021"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Liu","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0001-7153-4021","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005165463","display_name":"Honglong Chen","orcid":"https://orcid.org/0000-0003-0739-6338"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglong Chen","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-0739-6338","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673297","display_name":"Yuping Liu","orcid":"https://orcid.org/0009-0000-0222-6845"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuping Liu","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0000-0222-6845","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101826540","display_name":"Wentao Wei","orcid":"https://orcid.org/0000-0003-0968-697X"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Wei","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-0968-697X","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029242549","display_name":"Huansheng Xue","orcid":"https://orcid.org/0000-0003-1931-9655"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huansheng Xue","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-1931-9655","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089615958","display_name":"Feng Xia","orcid":"https://orcid.org/0000-0002-8324-1859"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Feng Xia","raw_affiliation_strings":["School of Computing Technologies, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8324-1859","affiliations":[{"raw_affiliation_string":"School of Computing Technologies, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.309,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97711275,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":"9","first_page":"16845","last_page":"16858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"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":1.0,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9966999888420105,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/crowdsensing","display_name":"Crowdsensing","score":0.8799796104431152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8228775262832642},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6196043491363525},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5990391969680786},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.568825900554657},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4174138903617859},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3541514277458191},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16980749368667603},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14718514680862427},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08894479274749756}],"concepts":[{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.8799796104431152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8228775262832642},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6196043491363525},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5990391969680786},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.568825900554657},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4174138903617859},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3541514277458191},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16980749368667603},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14718514680862427},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08894479274749756},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3364239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3364239","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1132031322","display_name":null,"funder_award_id":"61772551","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4338576413","display_name":null,"funder_award_id":"62111530052","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1680189815","https://openalex.org/W2031674781","https://openalex.org/W2040147130","https://openalex.org/W2125826911","https://openalex.org/W2130114858","https://openalex.org/W2488150807","https://openalex.org/W2516948806","https://openalex.org/W2736287601","https://openalex.org/W2893733132","https://openalex.org/W2900068116","https://openalex.org/W2903872408","https://openalex.org/W2918702320","https://openalex.org/W2970920473","https://openalex.org/W2998503178","https://openalex.org/W3005256068","https://openalex.org/W3044334416","https://openalex.org/W3120750232","https://openalex.org/W3151723181","https://openalex.org/W3158781612","https://openalex.org/W3178771377","https://openalex.org/W3181932504","https://openalex.org/W3199469541","https://openalex.org/W3199843466","https://openalex.org/W3201054243","https://openalex.org/W3205842507","https://openalex.org/W3206626070","https://openalex.org/W4226180470","https://openalex.org/W4226334736","https://openalex.org/W4285132117","https://openalex.org/W4285225591","https://openalex.org/W4312787143","https://openalex.org/W4313012044","https://openalex.org/W4315926796","https://openalex.org/W4361208930","https://openalex.org/W4384027004","https://openalex.org/W4385819823","https://openalex.org/W4386071109","https://openalex.org/W4386075345","https://openalex.org/W4386243212","https://openalex.org/W4386260661","https://openalex.org/W6682980208"],"related_works":["https://openalex.org/W2563347706","https://openalex.org/W2608033733","https://openalex.org/W4287604253","https://openalex.org/W1894261276","https://openalex.org/W2168877220","https://openalex.org/W2295662171","https://openalex.org/W4381785531","https://openalex.org/W2544640472","https://openalex.org/W3093800067","https://openalex.org/W2565481591"],"abstract_inverted_index":{"Due":[0],"to":[1,63,156,162,199,215],"the":[2,26,34,39,42,51,65,72,77,84,91,96,100,104,123,133,164,170,173,179,182,187,201,217],"swift":[3],"advancement":[4],"of":[5,30,53,83,103,166,181,219],"edge":[6],"computing":[7],"and":[8,28,47,50,55,119,146,194,211],"mobile":[9,23],"crowdsensing":[10],"(MCS),":[11],"edge-assisted":[12],"MCS":[13],"(EAMCS)":[14],"has":[15],"emerged":[16],"as":[17],"a":[18,81,113,138],"promising":[19],"paradigm,":[20],"leveraging":[21],"sensor-embedded":[22],"devices":[24],"for":[25],"collection":[27,136],"sharing":[29],"environmental":[31],"data.":[32],"As":[33],"sensing":[35],"scale":[36],"increases":[37],"in":[38,76,149,172],"modern":[40],"urban,":[41],"application":[43],"scenario":[44],"becomes":[45],"more":[46,48],"complex,":[49],"budget":[52,74,94,140,148],"users":[54,171],"platform":[56,147],"is":[57,61,151,154],"limited.":[58],"Therefore,":[59],"it":[60],"indispensable":[62],"study":[64],"effective":[66],"task":[67,195],"allocation":[68],"mechanism":[69],"with":[70,137],"considering":[71,143],"multiple":[73],"constraints":[75],"EAMCS":[78,150],"system.":[79],"However,":[80],"majority":[82],"existing":[85],"studies":[86],"unilaterally":[87],"focus":[88],"on":[89,208],"either":[90],"users\u2019":[92,105],"time":[93],"or":[95],"platform\u2019s":[97],"budget,":[98],"disregarding":[99],"crucial":[101],"aspect":[102],"energy":[106],"budget.":[107],"In":[108,131,160],"this":[109],"article,":[110],"we":[111,176],"design":[112],"joint":[114],"user":[115],"movement,":[116],"sensing,":[117],"offloading,":[118],"computation":[120,124],"framework":[121],"adopting":[122],"offloading":[125],"strategy":[126],"called":[127],"binary":[128],"processing":[129],"strategy.":[130],"addition,":[132],"multitask":[134],"data":[135,167,190,213],"limited":[139],"(MDCB)":[141],"problem":[142],"time,":[144],"energy,":[145],"formulated,":[152],"which":[153],"proved":[155],"be":[157],"nondeterministic":[158],"polynomial-hard.":[159],"order":[161],"maximize":[163],"amount":[165],"collected":[168],"by":[169],"MDCB":[174],"problem,":[175],"first":[177,191],"verify":[178],"submodularity":[180],"objective":[183],"function,":[184],"then":[185],"propose":[186],"global":[188],"maximum":[189],"search":[192],"algorithm":[193,198],"sequence-based":[196],"genetic":[197],"solve":[200],"problem.":[202],"The":[203],"extensive":[204],"experiments":[205],"are":[206],"conducted":[207],"both":[209],"synthetic":[210],"real-world":[212],"sets":[214],"demonstrate":[216],"effectiveness":[218],"our":[220],"proposed":[221],"schemes.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}