{"id":"https://openalex.org/W1966568620","doi":"https://doi.org/10.1109/infcom.2013.6566755","title":"Quick construction of data-driven models of the short-term behavior of wireless links","display_name":"Quick construction of data-driven models of the short-term behavior of wireless links","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W1966568620","doi":"https://doi.org/10.1109/infcom.2013.6566755","mag":"1966568620"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2013.6566755","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2013.6566755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Proceedings IEEE INFOCOM","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/A5072275746","display_name":"Ankur Kamthe","orcid":null},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankur Kamthe","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of California, Merced, USA","Electr. Eng. & Comput. Sci., Univ. of California - Merced, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of California, Merced, USA","institution_ids":["https://openalex.org/I156087764"]},{"raw_affiliation_string":"Electr. Eng. & Comput. Sci., Univ. of California - Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057957982","display_name":"Miguel \u00c1. Carreira-Perpi\u00f1\u00e1n","orcid":"https://orcid.org/0000-0003-3297-9375"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miguel A. Carreira-Perpinan","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of California, Merced, USA","Electr. Eng. & Comput. Sci., Univ. of California - Merced, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of California, Merced, USA","institution_ids":["https://openalex.org/I156087764"]},{"raw_affiliation_string":"Electr. Eng. & Comput. Sci., Univ. of California - Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044884862","display_name":"Alberto Cerpa","orcid":"https://orcid.org/0000-0003-4531-9704"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alberto E. Cerpa","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of California, Merced, USA","Electr. Eng. & Comput. Sci., Univ. of California - Merced, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of California, Merced, USA","institution_ids":["https://openalex.org/I156087764"]},{"raw_affiliation_string":"Electr. Eng. & Comput. Sci., Univ. of California - Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I156087764"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.04707144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"160","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9986000061035156,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9986000061035156,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9947999715805054,"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":0.8529235124588013},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6911637783050537},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6782290935516357},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5730307698249817},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5611222982406616},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48813995718955994},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.46015670895576477},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4372163414955139},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43598711490631104},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4315846562385559},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3345833122730255},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3334850072860718},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28973835706710815},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1032181978225708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8529235124588013},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6911637783050537},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6782290935516357},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5730307698249817},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5611222982406616},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48813995718955994},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.46015670895576477},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4372163414955139},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43598711490631104},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4315846562385559},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3345833122730255},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3334850072860718},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28973835706710815},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1032181978225708},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcom.2013.6566755","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2013.6566755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W26405188","https://openalex.org/W159970586","https://openalex.org/W1619452552","https://openalex.org/W1965093021","https://openalex.org/W2047282676","https://openalex.org/W2059728698","https://openalex.org/W2068848309","https://openalex.org/W2086699924","https://openalex.org/W2108481447","https://openalex.org/W2109075006","https://openalex.org/W2111072453","https://openalex.org/W2117853077","https://openalex.org/W2120397254","https://openalex.org/W2138736862","https://openalex.org/W2152431187","https://openalex.org/W2167188015","https://openalex.org/W2498094064","https://openalex.org/W3029645440","https://openalex.org/W3160254190","https://openalex.org/W4239162219","https://openalex.org/W6636478617","https://openalex.org/W6676211056","https://openalex.org/W6682208858","https://openalex.org/W6684216793"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W2064303750","https://openalex.org/W4285042611","https://openalex.org/W1509300825","https://openalex.org/W3092582874","https://openalex.org/W3195353062"],"abstract_inverted_index":{"High-quality":[0],"wireless":[1,105],"link":[2,106,176],"models":[3,20,204],"can":[4,91,154,201],"enable":[5],"better":[6],"simulations":[7],"and":[8,16,74,85,153,215],"reduce":[9],"the":[10,19,49,61,99,113,129,137,140,144,164],"development":[11],"time":[12,67],"for":[13,112,190,205],"new":[14],"algorithms":[15],"protocols.":[17],"However,":[18],"underlying":[21],"current":[22],"simulators":[23],"are":[24,33,36,54,132],"either":[25],"based":[26,37],"on":[27,38],"too":[28],"simple":[29],"assumptions,":[30],"so":[31,52],"they":[32,53],"unrealistic,":[34],"or":[35,219],"sophisticated":[39],"machine":[40,95],"learning":[41,96],"techniques":[42,89],"that":[43,90,120,199],"require":[44],"extensive":[45],"training":[46,110],"data":[47,65,111],"from":[48,167],"target":[50,104,130,165,175,206],"link,":[51],"more":[55],"realistic":[56],"but":[57],"impractical.":[58],"We":[59,87,196],"consider":[60],"practical":[62],"scenario":[63],"where":[64],"collection":[66],"is":[68,150],"limited":[69,109],"(e.g.":[70],"a":[71,79,103,117,133],"few":[72],"minutes)":[73],"cannot":[75],"afford":[76],"to":[77,171],"deploy":[78],"testbed":[80],"infrastructure":[81],"with":[82,123,158],"cabling,":[83],"power":[84],"storage.":[86],"propose":[88],"construct":[92,202],"an":[93],"accurate":[94],"model":[97,119,131,166],"of":[98,102,128,136,139,147,174,188],"short-term":[100],"behavior":[101],"given":[107],"only":[108,183],"latter,":[114],"by":[115],"adapting":[116],"reference":[118,141],"was":[121],"trained":[122],"abundant":[124],"data.":[125,161],"The":[126],"parameters":[127,138,149],"constrained":[134],"transformation":[135],"model,":[142],"thus":[143],"actual":[145],"number":[146],"free":[148],"much":[151,159],"smaller,":[152],"be":[155],"reliably":[156],"estimated":[157],"less":[160],"While":[162],"estimating":[163],"scratch":[168],"requires":[169,184],"1":[170],"5":[172],"hours":[173],"data,":[177,189],"we":[178,200],"show":[179,198],"our":[180],"adaptation":[181],"technique":[182],"under":[185],"3":[186],"minutes":[187],"all":[191],"packet":[192,211],"reception":[193],"rate":[194],"regimes.":[195],"also":[197],"adapted":[203],"links":[207],"in":[208],"different":[209],"environments,":[210],"sizes,":[212],"interference":[213],"conditions":[214],"radio":[216],"technology":[217],"(802.15.4":[218],"802.11b).":[220]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}