{"id":"https://openalex.org/W3045881193","doi":"https://doi.org/10.1109/icc40277.2020.9149275","title":"Millimeter Wave Beam Recommendation via Tensor Completion","display_name":"Millimeter Wave Beam Recommendation via Tensor Completion","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045881193","doi":"https://doi.org/10.1109/icc40277.2020.9149275","mag":"3045881193"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9149275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","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/A5110701530","display_name":"Tzu-Hsuan Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tzu-Hsuan Chou","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064634430","display_name":"Nicol\u00f2 Michelusi","orcid":"https://orcid.org/0000-0002-5521-6496"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicolo Michelusi","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001355478","display_name":"David J. Love","orcid":"https://orcid.org/0000-0001-5922-4787"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Love","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074508621","display_name":"James V. Krogmeier","orcid":"https://orcid.org/0000-0001-7041-2113"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James V. Krogmeier","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":1.0735,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7160714,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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":0.9990000128746033,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9988999962806702,"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/overhead","display_name":"Overhead (engineering)","score":0.7562860250473022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7321072816848755},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.5249404907226562},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5115957856178284},{"id":"https://openalex.org/keywords/beam","display_name":"Beam (structure)","score":0.508660614490509},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.47664889693260193},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4705800414085388},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.46497204899787903},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3447001576423645},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16375550627708435},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13635820150375366},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11924374103546143},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10722225904464722},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08516979217529297}],"concepts":[{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7562860250473022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7321072816848755},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.5249404907226562},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5115957856178284},{"id":"https://openalex.org/C168834538","wikidata":"https://www.wikidata.org/wiki/Q3705329","display_name":"Beam (structure)","level":2,"score":0.508660614490509},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.47664889693260193},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4705800414085388},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46497204899787903},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3447001576423645},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16375550627708435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13635820150375366},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11924374103546143},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10722225904464722},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08516979217529297},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/icc40277.2020.9149275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1991056455","https://openalex.org/W2034651337","https://openalex.org/W2079558799","https://openalex.org/W2089138312","https://openalex.org/W2094655360","https://openalex.org/W2103972037","https://openalex.org/W2103972604","https://openalex.org/W2111953900","https://openalex.org/W2116334496","https://openalex.org/W2141682101","https://openalex.org/W2195693430","https://openalex.org/W2517637050","https://openalex.org/W2614851539","https://openalex.org/W2793900270","https://openalex.org/W2963248036","https://openalex.org/W4292363360","https://openalex.org/W4312258136"],"related_works":["https://openalex.org/W2952348651","https://openalex.org/W2375742443","https://openalex.org/W2149381099","https://openalex.org/W4200520489","https://openalex.org/W1483190388","https://openalex.org/W3147767149","https://openalex.org/W2061536531","https://openalex.org/W193873054","https://openalex.org/W4311224030","https://openalex.org/W4245236186"],"abstract_inverted_index":{"Accurate":[0],"and":[1,31,70],"fast":[2],"beam-alignment":[3],"is":[4,18,42,80,166],"essential":[5],"to":[6,22,44,82,146,170],"cope":[7],"with":[8,92,105,138],"the":[9,24,46,84,93,99,119,156,160,167,172],"fast-varying":[10],"environment":[11],"in":[12,155],"millimeter-wave":[13],"communications.":[14],"A":[15],"data-driven":[16],"approach":[17],"a":[19,37,50,61,75,124,131,147,181],"promising":[20],"solution":[21],"reduce":[23,83],"training":[25,85,110],"overhead":[26,86],"by":[27],"leveraging":[28],"side":[29,73],"information":[30],"on-the-field":[32],"measurements.":[33],"In":[34],"this":[35,165],"work,":[36],"two-stage":[38],"tensor":[39],"completion":[40],"algorithm":[41,101,129],"proposed":[43,100],"predict":[45],"received":[47,57],"power":[48,58,113],"on":[49,60,67,71,115,177,180],"set":[51],"of":[52,64,78,87,118,133,136,141,162,184],"possible":[53,120],"users'":[54],"positions,":[55],"given":[56,112],"measurements":[59,178],"small":[62,76,109,182],"subset":[63,77,183],"positions.":[65,185],"Based":[66],"these":[68],"predictions":[69],"positional":[72],"information,":[74],"beams":[79],"recommended":[81],"beam-alignment.":[88],"Numerical":[89],"results":[90],"evaluated":[91],"Quadriga":[94],"channel":[95],"simulator":[96],"demonstrate":[97],"that":[98],"achieves":[102,151],"correct":[103,134,153],"alignment":[104,135,154],"high":[106],"probability":[107,132],"using":[108,123],"overhead:":[111],"measurement":[114],"only":[116,139],"20%":[117],"positions":[121],"when":[122],"discrete":[125],"coverage":[126],"area,":[127],"our":[128,163],"attains":[130],"80%,":[137],"2%":[140],"trained":[142],"beams,":[143],"as":[144],"opposed":[145],"state-of-the-art":[148],"scheme":[149],"which":[150],"50%":[152],"same":[157],"configuration.":[158],"To":[159],"best":[161],"knowledge,":[164],"first":[168],"work":[169],"consider":[171],"beam":[173],"recommendation":[174],"problem":[175],"based":[176],"collected":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
