{"id":"https://openalex.org/W3167731546","doi":"https://doi.org/10.1109/ieeeconf51394.2020.9443515","title":"Deep Learning Based MIMO Channel Prediction: An Initial Proof of Concept Prototype","display_name":"Deep Learning Based MIMO Channel Prediction: An Initial Proof of Concept Prototype","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3167731546","doi":"https://doi.org/10.1109/ieeeconf51394.2020.9443515","mag":"3167731546"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf51394.2020.9443515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf51394.2020.9443515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","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/A5042201968","display_name":"Jayden Charles Booth","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jayden Booth","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072714897","display_name":"Ahmed Ewaisha","orcid":"https://orcid.org/0000-0003-4647-7640"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Ewaisha","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074371899","display_name":"Andreas Spanias","orcid":"https://orcid.org/0000-0003-0306-9348"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Spanias","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003243464","display_name":"Ahmed Alkhateeb","orcid":"https://orcid.org/0000-0001-5648-1569"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Alkhateeb","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042201968"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.411,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.62944937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10069","display_name":"Antenna Design and Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9993000030517578,"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/mimo","display_name":"MIMO","score":0.8996618986129761},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.7688350677490234},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.6952632665634155},{"id":"https://openalex.org/keywords/multi-user-mimo","display_name":"Multi-user MIMO","score":0.683940052986145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6822260618209839},{"id":"https://openalex.org/keywords/3g-mimo","display_name":"3G MIMO","score":0.6773041486740112},{"id":"https://openalex.org/keywords/spatial-multiplexing","display_name":"Spatial multiplexing","score":0.6538481712341309},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.6286474466323853},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5948896408081055},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5601387023925781},{"id":"https://openalex.org/keywords/proof-of-concept","display_name":"Proof of concept","score":0.5566377639770508},{"id":"https://openalex.org/keywords/mimo-ofdm","display_name":"MIMO-OFDM","score":0.5452455282211304},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4821443259716034},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4397360682487488},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3875402510166168},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.322334349155426},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3080497682094574},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2616383135318756},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17455849051475525}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.8996618986129761},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.7688350677490234},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.6952632665634155},{"id":"https://openalex.org/C91330434","wikidata":"https://www.wikidata.org/wiki/Q738298","display_name":"Multi-user MIMO","level":4,"score":0.683940052986145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822260618209839},{"id":"https://openalex.org/C165650700","wikidata":"https://www.wikidata.org/wiki/Q4636347","display_name":"3G MIMO","level":4,"score":0.6773041486740112},{"id":"https://openalex.org/C85884896","wikidata":"https://www.wikidata.org/wiki/Q7574075","display_name":"Spatial multiplexing","level":4,"score":0.6538481712341309},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.6286474466323853},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5948896408081055},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5601387023925781},{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.5566377639770508},{"id":"https://openalex.org/C130946814","wikidata":"https://www.wikidata.org/wiki/Q5988271","display_name":"MIMO-OFDM","level":4,"score":0.5452455282211304},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4821443259716034},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4397360682487488},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3875402510166168},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.322334349155426},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3080497682094574},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2616383135318756},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17455849051475525},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf51394.2020.9443515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf51394.2020.9443515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2054692642","https://openalex.org/W2103972037","https://openalex.org/W2141682101","https://openalex.org/W2238937638","https://openalex.org/W2624813472","https://openalex.org/W2962927793","https://openalex.org/W2962944637","https://openalex.org/W2979317621","https://openalex.org/W3010466875","https://openalex.org/W3013594094"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2939353110","https://openalex.org/W3009238340","https://openalex.org/W2920938200","https://openalex.org/W3134668830","https://openalex.org/W2968475984","https://openalex.org/W2810871807","https://openalex.org/W2004252678","https://openalex.org/W3006760583"],"abstract_inverted_index":{"Massive":[0],"MIMO":[1,23,36,64],"is":[2,39],"a":[3,99],"key":[4],"component":[5],"of":[6,20],"current":[7],"and":[8,17,110],"future":[9],"wireless":[10],"communication":[11],"systems.":[12],"To":[13],"harvest":[14],"the":[15,26,34,68,72],"multiplexing":[16],"beamforming":[18],"gains":[19,61],"these":[21],"large-scale":[22],"systems,":[24],"however,":[25],"channel":[27,69,106],"knowledge":[28,70],"needs":[29],"to":[30,59,74],"be":[31],"acquired":[32],"at":[33,80],"massive":[35,49,63],"transmitters.":[37],"This":[38],"typically":[40],"associated":[41],"with":[42],"large":[43],"training":[44],"overhead,":[45],"especially":[46],"in":[47],"FDD":[48],"MIMO.":[50],"Recent":[51],"research":[52],"showed":[53],"that":[54],"deep":[55],"learning":[56],"could":[57],"lead":[58],"interesting":[60],"for":[62,92,105],"systems":[65],"by":[66],"mapping":[67,107],"from":[71],"uplink":[73],"downlink":[75],"channels":[76],"or":[77],"between":[78],"antennas":[79],"nearby":[81],"locations.":[82],"In":[83],"this":[84,93],"paper,":[85],"we":[86,96],"provide":[87],"an":[88],"initial":[89],"proof-of-concept":[90],"prototype":[91],"concept,":[94],"where":[95],"show":[97],"using":[98],"sub-6GHz":[100],"hardware":[101],"setup":[102],"promising":[103],"results":[104],"across":[108],"frequency":[109],"space.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}