{"id":"https://openalex.org/W4392153089","doi":"https://doi.org/10.1109/globecom54140.2023.10437500","title":"Rate Forecaster based Energy Aware Band Assignment in Multiband Networks","display_name":"Rate Forecaster based Energy Aware Band Assignment in Multiband Networks","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392153089","doi":"https://doi.org/10.1109/globecom54140.2023.10437500"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437500","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5021684266","display_name":"Brijesh Soni","orcid":"https://orcid.org/0000-0002-0362-5087"},"institutions":[{"id":"https://openalex.org/I103531236","display_name":"Boston College","ror":"https://ror.org/02n2fzt79","country_code":"US","type":"education","lineage":["https://openalex.org/I103531236"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brijesh Soni","raw_affiliation_strings":["Boston College,Department of Engineering,USA","Department of Engineering, Boston College, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston College,Department of Engineering,USA","institution_ids":["https://openalex.org/I103531236"]},{"raw_affiliation_string":"Department of Engineering, Boston College, USA","institution_ids":["https://openalex.org/I103531236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074124992","display_name":"Siddhartan Govindasamy","orcid":"https://orcid.org/0000-0002-0150-9357"},"institutions":[{"id":"https://openalex.org/I103531236","display_name":"Boston College","ror":"https://ror.org/02n2fzt79","country_code":"US","type":"education","lineage":["https://openalex.org/I103531236"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddhartan Govindasamy","raw_affiliation_strings":["Boston College,Department of Engineering,USA","Department of Engineering, Boston College, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston College,Department of Engineering,USA","institution_ids":["https://openalex.org/I103531236"]},{"raw_affiliation_string":"Department of Engineering, Boston College, USA","institution_ids":["https://openalex.org/I103531236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064645858","display_name":"Dhaval Patel","orcid":"https://orcid.org/0000-0002-1811-2057"},"institutions":[{"id":"https://openalex.org/I52527943","display_name":"Ahmedabad University","ror":"https://ror.org/02swff503","country_code":"IN","type":"education","lineage":["https://openalex.org/I52527943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhaval K. Patel","raw_affiliation_strings":["School of Engineering and Applied Science, Ahmedabad University,India","School of Engineering and Applied Science, Ahmedabad University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Ahmedabad University,India","institution_ids":["https://openalex.org/I52527943"]},{"raw_affiliation_string":"School of Engineering and Applied Science, Ahmedabad University, India","institution_ids":["https://openalex.org/I52527943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6723","last_page":"6728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9997000098228455,"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":0.9997000098228455,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9987999796867371,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.6538205146789551},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5328320264816284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09183928370475769},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08791458606719971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6538205146789551},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5328320264816284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09183928370475769},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08791458606719971}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437500","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2045963985","https://openalex.org/W2152481521","https://openalex.org/W2592271129","https://openalex.org/W2764164848","https://openalex.org/W2802082138","https://openalex.org/W2899506590","https://openalex.org/W2962720842","https://openalex.org/W2979576861","https://openalex.org/W2998872355","https://openalex.org/W3021882853","https://openalex.org/W3118368083","https://openalex.org/W3133205562","https://openalex.org/W3197230951","https://openalex.org/W4220747215","https://openalex.org/W4327767960","https://openalex.org/W4382203079","https://openalex.org/W4385245566","https://openalex.org/W6759127422"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,100],"high":[1,19],"frequency":[2],"communication":[3],"bands":[4],"(mm":[5],"Wave":[6],"and":[7,93,143],"sub-":[8],"THz)":[9],"promise":[10],"tremendous":[11],"data":[12],"rates,":[13],"however,":[14],"they":[15],"also":[16,47],"have":[17],"very":[18],"power":[20,44,154],"consumption":[21,45,155],"which":[22,41,65,84],"is":[23,103,159],"particularly":[24],"significant":[25],"for":[26],"battery-power-limited":[27],"user-equipment":[28],"(UE).":[29],"In":[30],"this":[31,56,157],"context,":[32],"we":[33],"design":[34],"an":[35,79],"energy":[36],"aware":[37],"band":[38,167],"assignment":[39,168],"system":[40],"reduces":[42],"the":[43,86,106,114,122,153],"while":[46],"achieving":[48],"a":[49,70,98,165,170],"target":[50,87,172],"sum":[51],"rate":[52,81,88,92,115],"of$M$in$T$time-slots.":[53],"We":[54,77,111],"do":[55],"by":[57],"using":[58,69],"1)":[59],"Rate":[60],"forecaster(s);":[61],"2)":[62],"Channel":[63],"forecaster(s)":[64],"forecasts$T$direct":[66],"multistep":[67],"ahead":[68],"stacked":[71],"long-short":[72],"term":[73],"memory":[74],"(LSTM)":[75],"architecture.":[76],"propose":[78],"iterative":[80],"updating":[82],"algorithm":[83],"updates":[85],"based":[89,117,127],"on":[90,105],"current":[91],"future":[94],"predicted":[95],"rates":[96],"in":[97,134],"frame.":[99],"proposed":[101],"approach":[102,118,158],"validated":[104],"publicly":[107],"available":[108],"\u2018DeepMIMO\u2019":[109],"dataset.":[110],"find":[112],"that":[113,152],"forecaster":[116],"performs":[119],"better":[120],"than":[121],"channel":[123],"forecaster.":[124],"Furthermore,":[125],"LSTM":[126],"predictions":[128,133],"outperforms":[129],"well":[130],"celebrated":[131],"Transformer":[132],"terms":[135],"of":[136],"normalized":[137,144],"root":[138],"mean":[139,145],"square":[140],"error":[141,147],"(NRMSE)":[142],"absolute":[146],"(NMAE).":[148],"Research":[149],"findings":[150],"reveals":[151],"with":[156],"~300":[160],"mW":[161],"lower":[162],"compared":[163],"to":[164],"greedy":[166],"at":[169],"1.5Gb/s":[171],"rate.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}