{"id":"https://openalex.org/W3189745262","doi":"https://doi.org/10.1109/icc42927.2021.9500261","title":"Task Selection and Route Planning for Mobile Crowd Sensing Using Multi-Population Mean-Field Games","display_name":"Task Selection and Route Planning for Mobile Crowd Sensing Using Multi-Population Mean-Field Games","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3189745262","doi":"https://doi.org/10.1109/icc42927.2021.9500261","mag":"3189745262"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","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/A5046780670","display_name":"Yuhan Kang","orcid":"https://orcid.org/0000-0001-5197-5025"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuhan Kang","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005839811","display_name":"Siting Liu","orcid":"https://orcid.org/0000-0003-0505-8183"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siting Liu","raw_affiliation_strings":["Department of Mathematics, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440579","display_name":"Hongliang Zhang","orcid":"https://orcid.org/0000-0003-3393-8612"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongliang Zhang","raw_affiliation_strings":["Department of Electrical Engineering, Princeton University, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002037883","display_name":"Stanley Osher","orcid":"https://orcid.org/0000-0002-7900-4658"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stanley Osher","raw_affiliation_strings":["Department of Mathematics, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Department of Electrical Engineering, Princeton University, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2034,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89342816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9990000128746033,"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":0.9990000128746033,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9886999726295471,"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/computer-science","display_name":"Computer science","score":0.7367751002311707},{"id":"https://openalex.org/keywords/mobile-robot","display_name":"Mobile robot","score":0.6643604040145874},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6148127913475037},{"id":"https://openalex.org/keywords/motion-planning","display_name":"Motion planning","score":0.5525644421577454},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5509358048439026},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5171319842338562},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4774263799190521},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4774218797683716},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4397760033607483},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4244574308395386},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4228830337524414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.308961421251297},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.30321675539016724},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19437524676322937},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16106724739074707},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12999948859214783}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7367751002311707},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.6643604040145874},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6148127913475037},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.5525644421577454},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5509358048439026},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5171319842338562},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4774263799190521},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4774218797683716},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4397760033607483},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4244574308395386},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4228830337524414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.308961421251297},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.30321675539016724},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19437524676322937},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16106724739074707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12999948859214783},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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":1,"locations":[{"id":"doi:10.1109/icc42927.2021.9500261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W595252221","https://openalex.org/W2028111202","https://openalex.org/W2038686546","https://openalex.org/W2083888899","https://openalex.org/W2115632051","https://openalex.org/W2118331730","https://openalex.org/W2125826911","https://openalex.org/W2570263810","https://openalex.org/W2767086283","https://openalex.org/W2799134332","https://openalex.org/W2883880986","https://openalex.org/W2894252734","https://openalex.org/W2921692745","https://openalex.org/W2963367966","https://openalex.org/W2982028976","https://openalex.org/W3020570463","https://openalex.org/W3124704233","https://openalex.org/W4213147678","https://openalex.org/W4289463970","https://openalex.org/W6677082391","https://openalex.org/W6754912291","https://openalex.org/W6776587341","https://openalex.org/W6789986497"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W1904098742","https://openalex.org/W3158921809","https://openalex.org/W1980828932","https://openalex.org/W2161428574","https://openalex.org/W2618632915","https://openalex.org/W2077416514","https://openalex.org/W4292862729","https://openalex.org/W2150982344","https://openalex.org/W2157678966"],"abstract_inverted_index":{"With":[0],"the":[1,83,98,105,121,134,139,160,168],"increasing":[2],"deployment":[3],"of":[4,104,159,162,176],"mobile":[5,9,27,32,62],"vehicles,":[6],"such":[7,92],"as":[8,125,133],"robots":[10],"and":[11,37,50,87,101,173,178],"unmanned":[12],"aerial":[13],"vehicles":[14,33,67,124],"(UAVs),":[15],"it":[16],"is":[17,108,157],"foreseen":[18],"that":[19,167],"they":[20],"will":[21],"play":[22],"an":[23,93],"important":[24],"role":[25],"in":[26,53],"crowd":[28],"sensing":[29,79],"(MCS).":[30],"Specifically,":[31],"equipped":[34],"with":[35],"sensors":[36],"computing":[38],"devices":[39],"are":[40,175],"able":[41],"to":[42,47],"collect":[43],"massive":[44],"data":[45],"due":[46],"their":[48,129],"fast":[49],"flexible":[51],"mobility":[52],"MCS":[54,64,94],"systems.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59,111,144],"consider":[60],"a":[61,113,126,146],"vehicle-based":[63],"system":[65],"where":[66],"owned":[68],"by":[69,119],"different":[70],"operators":[71],"or":[72],"individuals":[73],"compete":[74],"against":[75],"others":[76],"for":[77,91],"limited":[78],"resources.":[80],"We":[81],"investigate":[82],"joint":[84],"task":[85],"selection":[86],"route":[88],"planning":[89],"problem":[90,107,118,142],"system.":[95],"However,":[96],"since":[97],"structural":[99],"complexity":[100,103,156],"computational":[102,155],"original":[106],"very":[109],"high,":[110],"propose":[112,145],"multi-population":[114,140,170],"Mean-Field":[115],"Game":[116],"(MFG)":[117],"simplifying":[120],"interaction":[122],"between":[123],"distribution":[127],"over":[128],"strategy":[130],"space,":[131],"known":[132],"mean-field":[135],"term.":[136],"To":[137],"solve":[138],"MFG":[141,171],"efficiently,":[143],"G-prox":[147],"primal-dual":[148],"hybrid":[149],"gradient":[150],"method":[151],"(PDHG)":[152],"algorithm":[153,174],"whose":[154],"independent":[158],"number":[161],"vehicles.":[163],"Numerical":[164],"results":[165],"show":[166],"proposed":[169],"scheme":[172],"effectiveness":[177],"efficiency.":[179]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
