{"id":"https://openalex.org/W3216572119","doi":"https://doi.org/10.1109/isncc52172.2021.9615819","title":"Multi-Step Ahead Grant Prediction for Dynamic Power Management in Cellular Modems","display_name":"Multi-Step Ahead Grant Prediction for Dynamic Power Management in Cellular Modems","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W3216572119","doi":"https://doi.org/10.1109/isncc52172.2021.9615819","mag":"3216572119"},"language":"en","primary_location":{"id":"doi:10.1109/isncc52172.2021.9615819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc52172.2021.9615819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5051618960","display_name":"P. W. J. L. Brand","orcid":"https://orcid.org/0000-0002-4722-7785"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Brand","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030647581","display_name":"Joachim Falk","orcid":"https://orcid.org/0009-0006-0834-3237"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Falk","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047460983","display_name":"Eduard Potwigin","orcid":"https://orcid.org/0000-0002-4339-5941"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eduard Potwigin","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076672029","display_name":"J\u00fcrgen Teich","orcid":"https://orcid.org/0000-0001-6285-5862"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jurgen Teich","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21058739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs 1709 9312","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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/T12238","display_name":"Green IT and Sustainability","score":0.9994000196456909,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.7362617254257202},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6083625555038452},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6058969497680664},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.560842752456665},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5580398440361023},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5462656617164612},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5366178750991821},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.517628014087677},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.48640206456184387},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.483151376247406},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4814952611923218},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.47721368074417114},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.45632174611091614},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20042908191680908},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14762741327285767},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10705152153968811},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08010110259056091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7362617254257202},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6083625555038452},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6058969497680664},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.560842752456665},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5580398440361023},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5462656617164612},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5366178750991821},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.517628014087677},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.48640206456184387},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.483151376247406},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4814952611923218},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.47721368074417114},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.45632174611091614},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20042908191680908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14762741327285767},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10705152153968811},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08010110259056091},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc52172.2021.9615819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc52172.2021.9615819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W167016754","https://openalex.org/W273955616","https://openalex.org/W1964940342","https://openalex.org/W1990007307","https://openalex.org/W2039089261","https://openalex.org/W2061227787","https://openalex.org/W2069129401","https://openalex.org/W2070493638","https://openalex.org/W2109758247","https://openalex.org/W2116598195","https://openalex.org/W2136244995","https://openalex.org/W2565041775","https://openalex.org/W2614421789","https://openalex.org/W2741401130","https://openalex.org/W2760758811","https://openalex.org/W2808618220","https://openalex.org/W2808684184","https://openalex.org/W2917317443","https://openalex.org/W2978967306","https://openalex.org/W3020807861","https://openalex.org/W3036906845","https://openalex.org/W4254609847","https://openalex.org/W4293263215","https://openalex.org/W6606837198","https://openalex.org/W6610017368","https://openalex.org/W6744689206","https://openalex.org/W6765690762","https://openalex.org/W6769391830"],"related_works":["https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W4210343411","https://openalex.org/W2119167793","https://openalex.org/W1993835633"],"abstract_inverted_index":{"Reducing":[0],"the":[1,9,68,75,138,141,178,208,216,228,239],"energy":[2,158,174,235],"consumption":[3],"is":[4,169],"an":[5],"important":[6],"objective":[7],"in":[8,74,252],"development":[10],"of":[11,97,112,140,145,149,177,191,215,224,233,246],"cellular":[12,69],"modems":[13],"for":[14,39,50],"LTE":[15],"and":[16,128],"5G":[17],"standards.":[18],"In":[19,118,237],"addition":[20],"to":[21,81,161,188,194,227],"hardware":[22],"optimizations,":[23],"Dynamic":[24],"Power":[25],"Management":[26],"(DPM)":[27],"techniques":[28,46,108],"that":[29,63,109,171],"aim":[30],"at":[31],"powering":[32],"down":[33],"idle":[34],"system":[35],"components":[36],"are":[37,53,58],"crucial":[38],"achieving":[40],"this":[41,102,119,172],"goal.":[42],"However,":[43],"most":[44],"DPM":[45],"proposed":[47,60,179],"so":[48],"far":[49],"mobile":[51],"devices":[52],"purely":[54],"reactive.":[55],"More":[56],"promising":[57],"recently":[59],"proactive":[61],"approaches":[62,90],"predict":[64],"whether":[65],"communication":[66,114],"with":[67],"base":[70],"station":[71],"will":[72],"occur":[73],"next":[76],"time-slot":[77],"or":[78],"not.":[79],"Due":[80],"transition":[82],"times":[83],"between":[84],"power":[85,126,132],"states,":[86],"however,":[87],"such":[88],"single-step":[89,196,229],"may":[91,183,211,248],"not":[92],"exploit":[93],"deeper":[94],"power-saving":[95],"states":[96],"components.":[98],"As":[99],"a":[100,123,162,189,195,201,213,222,250],"remedy,":[101],"paper":[103],"proposes":[104],"multi-step":[105,180,209],"ahead":[106],"prediction":[107],"forecast":[110,142],"periods":[111],"no":[113],"lasting":[115],"multiple":[116],"time-slots.":[117],"context,":[120],"we":[121,136],"define":[122],"formal":[124],"fine-grained":[125],"model":[127],"introduce":[129],"novel":[130],"predictive":[131,181,197],"management":[133],"policies.":[134],"Furthermore,":[135],"explore":[137],"impact":[139],"period\u2013the":[143],"number":[144],"predicted":[146],"time-slots\u2013in":[147],"terms":[148],"false":[150,203,217,242],"negative":[151,204,218,243],"error":[152,205,219,244],"rate":[153,220,245],"as":[154,156],"well":[155],"achievable":[157],"savings":[159],"compared":[160,193,226],"standard":[163],"LTE-compliant":[164],"reactive":[165],"DPM.":[166],"Finally,":[167],"it":[168],"shown":[170],"overall":[173],"saving":[175],"potential":[176],"approach":[182,198,210,230],"be":[184],"higher":[185,202],"by":[186,221],"up":[187],"factor":[190,223],"3":[192],"without":[199,231],"incurring":[200],"rate.":[206],"Alternatively,":[207],"allow":[212],"reduction":[214,232],"4.1":[225],"expectable":[234],"savings.":[236],"fact,":[238],"observed":[240],"low":[241],"0.0083":[247],"facilitate":[249],"realization":[251],"future":[253],"modem":[254],"solutions.":[255]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}