{"id":"https://openalex.org/W3123204608","doi":"https://doi.org/10.1109/itc44778.2020.9325270","title":"Fast EVM Tuning of MIMO Wireless Systems Using Collaborative Parallel Testing and Implicit Reward Driven Learning","display_name":"Fast EVM Tuning of MIMO Wireless Systems Using Collaborative Parallel Testing and Implicit Reward Driven Learning","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3123204608","doi":"https://doi.org/10.1109/itc44778.2020.9325270","mag":"3123204608"},"language":"en","primary_location":{"id":"doi:10.1109/itc44778.2020.9325270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc44778.2020.9325270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Test Conference (ITC)","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/A5040880643","display_name":"Suhasini Komarraju","orcid":"https://orcid.org/0000-0001-6480-038X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suhasini Komarraju","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069579193","display_name":"Abhijit Chatterjee","orcid":"https://orcid.org/0000-0003-1553-4470"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhijit Chatterjee","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040880643"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.1027,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46035836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10187","display_name":"Radio Frequency Integrated Circuit Design","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/T10187","display_name":"Radio Frequency Integrated Circuit Design","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/T11248","display_name":"Advanced Power Amplifier Design","score":0.9995999932289124,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/mimo","display_name":"MIMO","score":0.8615593910217285},{"id":"https://openalex.org/keywords/transceiver","display_name":"Transceiver","score":0.8376482725143433},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.7137413024902344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6474007964134216},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.6101459264755249},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5770764350891113},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.564305305480957},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5085524320602417},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.49440836906433105},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.46030619740486145},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4168583154678345},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.35611748695373535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2171875238418579},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19161689281463623}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.8615593910217285},{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.8376482725143433},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7137413024902344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474007964134216},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.6101459264755249},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5770764350891113},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.564305305480957},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5085524320602417},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.49440836906433105},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.46030619740486145},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4168583154678345},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.35611748695373535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2171875238418579},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19161689281463623},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itc44778.2020.9325270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc44778.2020.9325270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Test Conference (ITC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W118697779","https://openalex.org/W1999347543","https://openalex.org/W2003506352","https://openalex.org/W2085793392","https://openalex.org/W2103851250","https://openalex.org/W2122111042","https://openalex.org/W2123394857","https://openalex.org/W2130927165","https://openalex.org/W2131121264","https://openalex.org/W2143948542","https://openalex.org/W2185023738","https://openalex.org/W2343448572","https://openalex.org/W2734974584","https://openalex.org/W2781865878","https://openalex.org/W2782392191","https://openalex.org/W2981096252","https://openalex.org/W2985924367","https://openalex.org/W4205621617","https://openalex.org/W4210538530","https://openalex.org/W6679340084"],"related_works":["https://openalex.org/W2783437851","https://openalex.org/W4249165909","https://openalex.org/W1672137312","https://openalex.org/W1650483958","https://openalex.org/W2320869333","https://openalex.org/W1924731896","https://openalex.org/W4380894509","https://openalex.org/W4224872188","https://openalex.org/W4285223123","https://openalex.org/W4386970495"],"abstract_inverted_index":{"Modern":[0],"5G":[1],"and":[2,14,24,37,47,168,172],"projected":[3],"6G":[4],"wireless":[5],"systems":[6,10],"deploy":[7],"massive":[8],"MIMO":[9,87,117,144],"with":[11],"antenna":[12],"arrays":[13,30,119],"novel":[15],"RF":[16,21,74,80,132],"transceiver":[17,29,55,118],"architectures":[18],"that":[19,50,91,120,181],"admit":[20],"beamforming.":[22],"Testing":[23],"tuning":[25,48,139,166],"of":[26,44,59,79,156],"the":[27,42,52,60,69,131,142,157,160,164,169],"underlying":[28],"on":[31],"a":[32,110,138,184],"per-transceiver":[33],"basis":[34],"is":[35,121,179,200],"expensive":[36],"can":[38],"be":[39],"expedited":[40],"through":[41],"use":[43],"parallel":[45,62,111],"testing":[46,63,99,112,115],"techniques":[49,64],"stimulate":[51],"entire":[53,143],"array":[54,145],"system":[56,151,161,165,192],"concurrently.":[57],"State":[58],"art":[61],"require":[65],"frequency":[66,94],"separation":[67],"between":[68,159],"tones":[70],"applied":[71],"to":[72,77,98,123],"individual":[73],"chains":[75,133],"due":[76],"combining":[78],"signals":[81],"before":[82],"down-conversion":[83],"in":[84,130],"analog":[85],"beamforming":[86],"systems.":[88],"Test":[89],"schemes":[90],"allow":[92],"some":[93],"overlap":[95],"are":[96],"limited":[97],"only":[100],"third":[101],"order":[102,125],"distortion.":[103],"In":[104],"this":[105,198],"paper,":[106],"we":[107,136],"first":[108],"present":[109],"scheme":[113,140],"for":[114,141,149],"large":[116],"amenable":[122],"higher":[124],"distortion":[126],"(upto":[127],"fifth":[128],"order)":[129],"considered.":[134],"Second,":[135],"propose":[137],"which":[146],"implicitly":[147],"tunes":[148],"EVM":[150,171],"specifications":[152],"without":[153],"explicit":[154],"knowledge":[155],"relationship":[158],"test":[162],"response,":[163],"knobs":[167],"corresponding":[170],"SINR":[173],"specification":[174],"values.":[175],"A":[176],"cost":[177],"metric":[178],"formulated":[180],"allows":[182],"such":[183],"solution":[185],"using":[186,197],"reinforcement":[187],"(multi-arm":[188],"bandit)":[189],"learning":[190],"driven":[191],"tuning.":[193],"Significant":[194],"yield":[195],"improvement":[196],"approach":[199],"demonstrated":[201],"by":[202],"simulation":[203],"experiments.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}