{"id":"https://openalex.org/W2570673507","doi":"https://doi.org/10.1109/lsp.2017.2649545","title":"Bridge the Gap Between ADMM and Stackelberg Game: Incentive Mechanism Design for Big Data Networks","display_name":"Bridge the Gap Between ADMM and Stackelberg Game: Incentive Mechanism Design for Big Data Networks","publication_year":2017,"publication_date":"2017-01-09","ids":{"openalex":"https://openalex.org/W2570673507","doi":"https://doi.org/10.1109/lsp.2017.2649545","mag":"2570673507"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2017.2649545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2017.2649545","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5005347513","display_name":"Zijie Zheng","orcid":"https://orcid.org/0000-0001-7622-0470"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Zheng","raw_affiliation_strings":["State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102012574","display_name":"Lingyang Song","orcid":"https://orcid.org/0000-0001-8644-8241"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyang Song","raw_affiliation_strings":["State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","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":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5761,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.93544499,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"24","issue":"2","first_page":"191","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9959999918937683,"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/stackelberg-competition","display_name":"Stackelberg competition","score":0.9723095893859863},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6814148426055908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6652353405952454},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6018502116203308},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.5390059947967529},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5276461839675903},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4851735234260559},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.472764790058136},{"id":"https://openalex.org/keywords/mechanism-design","display_name":"Mechanism design","score":0.45059168338775635},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.44138777256011963},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42986124753952026},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.29681211709976196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16226178407669067},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12757551670074463},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.11111986637115479}],"concepts":[{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.9723095893859863},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6814148426055908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6652353405952454},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6018502116203308},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.5390059947967529},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5276461839675903},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4851735234260559},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.472764790058136},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.45059168338775635},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.44138777256011963},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42986124753952026},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.29681211709976196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16226178407669067},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12757551670074463},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11111986637115479},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2017.2649545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2017.2649545","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1160506052","display_name":null,"funder_award_id":"CPS-1646607","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2726199697","display_name":null,"funder_award_id":"CCF-1456921","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3341042785","display_name":null,"funder_award_id":"ECCS-1405121","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3730135242","display_name":null,"funder_award_id":"61461136002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4794096668","display_name":null,"funder_award_id":"ECCS-1547201","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5477755613","display_name":"Compressed network sharing for large-scale distributed systems","funder_award_id":"FT120100487","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G5986466793","display_name":null,"funder_award_id":"U1301255","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5989728556","display_name":null,"funder_award_id":"CNS-1443917","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6790452837","display_name":"Design of Multi-Gigabit Millimeter Wave Cellular Networks","funder_award_id":"DP150104019","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8174834326","display_name":null,"funder_award_id":"NSFC61428101","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1578087040","https://openalex.org/W2007822845","https://openalex.org/W2040263621","https://openalex.org/W2115456330","https://openalex.org/W2137100320","https://openalex.org/W2143488688","https://openalex.org/W2161823659","https://openalex.org/W2164278908","https://openalex.org/W2193804106","https://openalex.org/W2951002577","https://openalex.org/W2951137480","https://openalex.org/W2963871273","https://openalex.org/W2964260030","https://openalex.org/W3141222251","https://openalex.org/W4210985493","https://openalex.org/W4292363360","https://openalex.org/W6633797015","https://openalex.org/W6675881135","https://openalex.org/W6694952143"],"related_works":["https://openalex.org/W1987562536","https://openalex.org/W4383533535","https://openalex.org/W3135704163","https://openalex.org/W2605497830","https://openalex.org/W3169439878","https://openalex.org/W58930150","https://openalex.org/W2062756478","https://openalex.org/W2020507817","https://openalex.org/W43798901","https://openalex.org/W2918129573"],"abstract_inverted_index":{"Alternating":[0],"direction":[1],"method":[2],"of":[3,69,94,103],"multipliers":[4],"(ADMM)":[5],"has":[6],"been":[7],"well":[8],"recognized":[9],"as":[10,37,49],"an":[11],"efficient":[12],"optimization":[13],"approach":[14],"due":[15],"to":[16,60],"its":[17],"fast":[18,101],"convergence":[19,102],"speed":[20],"and":[21,53,72],"variable":[22],"decomposition":[23],"property.":[24],"However,":[25],"in":[26],"big":[27],"data":[28],"networks,":[29],"the":[30,35,38,47,63,66,70,73,77,92,100],"agents":[31],"may":[32],"not":[33,89],"feedback":[34],"variables":[36],"centralized":[39,67],"controller":[40,71],"expects.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"model":[46],"problem":[48],"a":[50,55],"Stackelberg":[51,56,80],"game":[52,57,81],"design":[54],"based":[58,82],"ADMM":[59,83],"deal":[61],"with":[62],"contradiction":[64],"between":[65],"objective":[68],"individual":[74],"objectives":[75],"from":[76],"agents.":[78,95],"The":[79,96],"can":[84],"converge":[85],"linearly,":[86],"which":[87],"is":[88],"dependent":[90],"on":[91],"number":[93],"case":[97],"study":[98],"verifies":[99],"our":[104],"game-based":[105],"incentive":[106],"mechanism.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}