{"id":"https://openalex.org/W4285047796","doi":"https://doi.org/10.1109/iccworkshops53468.2022.9814507","title":"Beam Management with Orientation and RSRP using Deep Learning for Beyond 5G Systems","display_name":"Beam Management with Orientation and RSRP using Deep Learning for Beyond 5G Systems","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4285047796","doi":"https://doi.org/10.1109/iccworkshops53468.2022.9814507"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops53468.2022.9814507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops53468.2022.9814507","pdf_url":null,"source":{"id":"https://openalex.org/S4363608034","display_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5034944012","display_name":"Khuong N. Nguyen","orcid":"https://orcid.org/0000-0003-2631-350X"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]},{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Khuong N. Nguyen","raw_affiliation_strings":["Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023"],"affiliations":[{"raw_affiliation_string":"Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002504","display_name":"Anum Ali","orcid":"https://orcid.org/0000-0001-5332-8745"},"institutions":[{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]},{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anum Ali","raw_affiliation_strings":["Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023"],"affiliations":[{"raw_affiliation_string":"Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067676149","display_name":"Jianhua Mo","orcid":"https://orcid.org/0000-0003-1877-2730"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]},{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianhua Mo","raw_affiliation_strings":["Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023"],"affiliations":[{"raw_affiliation_string":"Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052929569","display_name":"Boon Loong Ng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]},{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boon Loong Ng","raw_affiliation_strings":["Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023"],"affiliations":[{"raw_affiliation_string":"Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058605661","display_name":"Vutha Va","orcid":"https://orcid.org/0000-0002-1549-6657"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]},{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vutha Va","raw_affiliation_strings":["Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023"],"affiliations":[{"raw_affiliation_string":"Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027617505","display_name":"Jianzhong Charlie Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133173","display_name":"Research!America (United States)","ror":"https://ror.org/044pgyv50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133173"]},{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianzhong Charlie Zhang","raw_affiliation_strings":["Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023"],"affiliations":[{"raw_affiliation_string":"Standards and Mobility Innovation Laboratory, Samsung Research America,Plano,TX,USA,75023","institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034944012"],"corresponding_institution_ids":["https://openalex.org/I4210101778","https://openalex.org/I4210133173"],"apc_list":null,"apc_paid":null,"fwci":5.794,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97923694,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"138"},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9994000196456909,"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":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.7246218323707581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6223996877670288},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.591079592704773},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5350860953330994},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5060366988182068},{"id":"https://openalex.org/keywords/beam","display_name":"Beam (structure)","score":0.4929623603820801},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.44818639755249023},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32076728343963623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.319078266620636},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2510429620742798},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23828351497650146},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0893644392490387},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07276260852813721}],"concepts":[{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.7246218323707581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6223996877670288},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.591079592704773},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5350860953330994},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5060366988182068},{"id":"https://openalex.org/C168834538","wikidata":"https://www.wikidata.org/wiki/Q3705329","display_name":"Beam (structure)","level":2,"score":0.4929623603820801},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.44818639755249023},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32076728343963623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.319078266620636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2510429620742798},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23828351497650146},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0893644392490387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07276260852813721},{"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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops53468.2022.9814507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops53468.2022.9814507","pdf_url":null,"source":{"id":"https://openalex.org/S4363608034","display_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","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":31,"referenced_works":["https://openalex.org/W1969483458","https://openalex.org/W2064675550","https://openalex.org/W2110999855","https://openalex.org/W2116334496","https://openalex.org/W2160146756","https://openalex.org/W2565104410","https://openalex.org/W2611332227","https://openalex.org/W2614851539","https://openalex.org/W2751852117","https://openalex.org/W2796047239","https://openalex.org/W2925136587","https://openalex.org/W2962944637","https://openalex.org/W2963031347","https://openalex.org/W2963391296","https://openalex.org/W2997530752","https://openalex.org/W3011830499","https://openalex.org/W3036327743","https://openalex.org/W3037042468","https://openalex.org/W3045822555","https://openalex.org/W3105281589","https://openalex.org/W3105748121","https://openalex.org/W3118245008","https://openalex.org/W3144686959","https://openalex.org/W3163036309","https://openalex.org/W3163731022","https://openalex.org/W3184183363","https://openalex.org/W3189132221","https://openalex.org/W3196023632","https://openalex.org/W6734470145","https://openalex.org/W6738521107","https://openalex.org/W6788240003"],"related_works":["https://openalex.org/W2091018038","https://openalex.org/W2225378543","https://openalex.org/W9839718","https://openalex.org/W3110613631","https://openalex.org/W4287122200","https://openalex.org/W2742744817","https://openalex.org/W2040913503","https://openalex.org/W3166845860","https://openalex.org/W3202472720","https://openalex.org/W2393010104"],"abstract_inverted_index":{"Beam":[0],"management":[1],"(BM),":[2],"i.e.,":[3],"the":[4,33,43,48,63,82,89,105,110,126],"process":[5],"of":[6],"finding":[7],"and":[8,13,92,116],"maintaining":[9],"a":[10,58,73],"suitable":[11],"transmit":[12],"receive":[14],"beam":[15],"pair,":[16],"can":[17,31],"be":[18],"challenging,":[19],"particularly":[20],"in":[21,101],"highly":[22],"dynamic":[23],"scenarios.":[24],"Side-information,":[25],"e.g.,":[26],"orientation,":[27],"from":[28,47],"on-board":[29],"sensors":[30],"assist":[32],"user":[34],"equipment":[35],"(UE)":[36],"BM.":[37,55],"In":[38],"this":[39],"work,":[40],"we":[41],"use":[42,57],"orientation":[44,70,128],"information":[45,71],"coming":[46],"inertial":[49],"measurement":[50],"unit":[51],"(IMU)":[52],"for":[53],"effective":[54],"We":[56],"data-driven":[59,107],"strategy":[60,84,96,108],"that":[61,81,97],"fuses":[62],"reference":[64],"signal":[65],"received":[66],"power":[67],"(RSRP)":[68],"with":[69],"using":[72],"recurrent":[74],"neural":[75],"network":[76],"(RNN).":[77],"Simulation":[78],"results":[79],"show":[80],"proposed":[83,106],"performs":[85],"much":[86],"better":[87],"than":[88],"conventional":[90],"BM":[91,95],"an":[93],"orientation-assisted":[94],"utilizes":[98],"particle":[99],"filter":[100],"another":[102],"study.":[103],"Specifically,":[104],"improves":[109],"beam-prediction":[111],"accuracy":[112],"up":[113,121],"to":[114,122],"34%":[115],"increases":[117],"mean":[118],"RSRP":[119],"by":[120],"4.2":[123],"dB":[124],"when":[125],"UE":[127],"changes":[129],"quickly.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
