{"id":"https://openalex.org/W4392086753","doi":"https://doi.org/10.1145/3640912.3640930","title":"Research on throughput maximization of mass device access based on 5G big connection","display_name":"Research on throughput maximization of mass device access based on 5G big connection","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4392086753","doi":"https://doi.org/10.1145/3640912.3640930"},"language":"en","primary_location":{"id":"doi:10.1145/3640912.3640930","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640912.3640930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Communication Network and Machine Learning","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/A5055118928","display_name":"Guoquan Zheng","orcid":"https://orcid.org/0009-0009-8015-6219"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoquan Zheng","raw_affiliation_strings":["Institute of Electrical Engineering Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0009-8015-6219","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210128819","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006006935","display_name":"E. Y. Zhu","orcid":"https://orcid.org/0000-0002-0893-5666"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enguo Zhu","raw_affiliation_strings":["Institute of Electrical Engineering Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0002-0893-5666","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210128819","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103054715","display_name":"Hailong Zhang","orcid":"https://orcid.org/0009-0000-0304-981X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Zhang","raw_affiliation_strings":["Institute of Electrical Engineering Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0000-0304-981X","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210128819","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012723751","display_name":"Y. Liu","orcid":"https://orcid.org/0009-0000-7235-5669"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liu","raw_affiliation_strings":["Institute of Electrical Engineering Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0000-7235-5669","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210128819","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102834941","display_name":"Chaoliang Wang","orcid":"https://orcid.org/0009-0004-1563-0774"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaoliang Wang","raw_affiliation_strings":["State Grid Zhejiang Electric Power Corporation, China"],"raw_orcid":"https://orcid.org/0009-0004-1563-0774","affiliations":[{"raw_affiliation_string":"State Grid Zhejiang Electric Power Corporation, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19325874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.995199978351593,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.995199978351593,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9912999868392944,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.989300012588501,"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/throughput","display_name":"Throughput","score":0.7496293783187866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7247194051742554},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.6344050765037537},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5261661410331726},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.47189080715179443},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18338558077812195},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1515699028968811},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07666429877281189}],"concepts":[{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7496293783187866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7247194051742554},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.6344050765037537},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5261661410331726},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.47189080715179443},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18338558077812195},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1515699028968811},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07666429877281189},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640912.3640930","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640912.3640930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Communication Network and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2042768148","https://openalex.org/W2046376809","https://openalex.org/W2920904484","https://openalex.org/W2962783428","https://openalex.org/W2989231300","https://openalex.org/W2995379959","https://openalex.org/W3016921178","https://openalex.org/W3044131578","https://openalex.org/W3111239779","https://openalex.org/W3115535796","https://openalex.org/W3163694347","https://openalex.org/W3201561247","https://openalex.org/W4206625026","https://openalex.org/W4220689184"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W587735977","https://openalex.org/W1978142926","https://openalex.org/W3157395178","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626"],"abstract_inverted_index":{"In":[0],"machine":[1,25],"type":[2,26],"communication":[3,27,54],"networks":[4],"with":[5],"limited":[6],"power":[7,62],"and":[8,48,61,70,97],"scarce":[9],"spectrum":[10,59],"resources,":[11],"traditional":[12,102],"resource":[13],"allocation":[14,60,63],"algorithms":[15],"are":[16,64],"difficult":[17],"to":[18,40,66,79],"meet":[19],"the":[20,42,50,81,87,92,95,101],"increasing":[21],"QoS":[22],"requirements":[23],"of":[24,45,52,94],"devices.":[28],"With":[29],"single":[30],"cell":[31],"as":[32],"background,":[33],"a":[34,71],"two-layer":[35],"network":[36],"model":[37],"is":[38,77],"constructed":[39],"reduce":[41],"access":[43],"burden":[44],"base":[46],"stations":[47],"ease":[49],"congestion":[51],"machine-type":[53],"network.":[55],"On":[56],"this":[57],"basis,":[58],"optimized":[65],"maximize":[67],"system":[68,96],"throughput,":[69],"distributed":[72],"Asynchronous":[73],"Advantage":[74],"Actor-Critic":[75],"algorithm":[76,89],"proposed":[78,88],"solve":[80],"problem.":[82],"Simulation":[83],"results":[84],"show":[85],"that":[86],"can":[90],"improve":[91],"throughput":[93],"converge":[98],"faster":[99],"than":[100],"reinforcement":[103],"algorithm.":[104]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}