{"id":"https://openalex.org/W2024286420","doi":"https://doi.org/10.1109/icassp.2014.6854245","title":"Delay control for CDF scheduling using Markov decision process","display_name":"Delay control for CDF scheduling using Markov decision process","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2024286420","doi":"https://doi.org/10.1109/icassp.2014.6854245","mag":"2024286420"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2014.6854245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036620647","display_name":"PhuongBang Nguyen","orcid":"https://orcid.org/0000-0001-8546-3255"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"PhuongBang C. Nguyen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, San Diego","[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, San Diego","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001700017","display_name":"Bhaskar D. Rao","orcid":"https://orcid.org/0000-0001-6357-689X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhaskar D. Rao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, San Diego","[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, San Diego","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":1.2237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75159876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"143","issue":null,"first_page":"3469","last_page":"3473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":1.0,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":1.0,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9972000122070312,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9944000244140625,"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/markov-decision-process","display_name":"Markov decision process","score":0.8268445730209351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7423666715621948},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6536357402801514},{"id":"https://openalex.org/keywords/rayleigh-fading","display_name":"Rayleigh fading","score":0.5888849496841431},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5823725461959839},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5794171094894409},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.4959617555141449},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3651186227798462},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3445442318916321},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32249224185943604},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.31280097365379333},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17592227458953857},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1462293267250061}],"concepts":[{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.8268445730209351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7423666715621948},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6536357402801514},{"id":"https://openalex.org/C56985126","wikidata":"https://www.wikidata.org/wiki/Q854039","display_name":"Rayleigh fading","level":4,"score":0.5888849496841431},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5823725461959839},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5794171094894409},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.4959617555141449},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3651186227798462},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3445442318916321},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32249224185943604},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.31280097365379333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17592227458953857},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1462293267250061},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2014.6854245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W150992880","https://openalex.org/W1964251618","https://openalex.org/W2024445160","https://openalex.org/W2081195274","https://openalex.org/W2083352720","https://openalex.org/W2100439400","https://openalex.org/W2101527714","https://openalex.org/W2115537518","https://openalex.org/W2122410182","https://openalex.org/W2164599584","https://openalex.org/W2623293810"],"related_works":["https://openalex.org/W2096013579","https://openalex.org/W52153049","https://openalex.org/W1760611253","https://openalex.org/W2116044594","https://openalex.org/W2101999641","https://openalex.org/W1589140671","https://openalex.org/W1515117609","https://openalex.org/W4323315247","https://openalex.org/W1503152075","https://openalex.org/W301676527"],"abstract_inverted_index":{"We":[0,33,76],"consider":[1],"the":[2,6,48,54,82],"problem":[3,40],"of":[4,24,74],"controlling":[5],"user":[7,25,55],"service":[8],"delays":[9],"for":[10,69,99],"a":[11,15,28,42],"system":[12,49],"that":[13,85],"employs":[14],"scheduling":[16],"scheme":[17],"based":[18],"on":[19,47],"Cumulative":[20],"Density":[21],"Functions":[22],"(CDF)":[23],"channels":[26],"in":[27],"correlated":[29],"Rayleigh":[30],"fading":[31],"environment.":[32],"first":[34],"formulate":[35],"and":[36,58],"solve":[37],"this":[38],"control":[39],"as":[41],"Markov":[43],"Decision":[44],"Process":[45],"(MDP)":[46],"state":[50],"space":[51],"formed":[52],"by":[53],"channel":[56],"conditions":[57],"delay":[59],"times.":[60],"The":[61],"MDP":[62,83,91],"formulation,":[63],"however,":[64],"has":[65,95],"prohibitively":[66],"high":[67],"complexity":[68,98],"systems":[70],"with":[71],"typical":[72],"number":[73],"users.":[75],"then":[77],"propose":[78],"an":[79],"approximation":[80],"to":[81,90],"formulation":[84],"can":[86],"achieve":[87],"performance":[88],"close":[89],"optimal":[92],"solution":[93],"but":[94],"much":[96],"lower":[97],"large":[100],"systems.":[101]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
