{"id":"https://openalex.org/W4413010782","doi":"https://doi.org/10.1109/jstsp.2025.3596523","title":"Asymptotic Analysis of One-Bit Quantized Box-Constrained Precoding in Large-Scale Multi-User Systems","display_name":"Asymptotic Analysis of One-Bit Quantized Box-Constrained Precoding in Large-Scale Multi-User Systems","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413010782","doi":"https://doi.org/10.1109/jstsp.2025.3596523"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2025.3596523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2025.3596523","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Signal Processing","raw_type":"journal-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/A5041979024","display_name":"Xiuxiu Ma","orcid":"https://orcid.org/0000-0002-8982-8490"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xiuxiu Ma","raw_affiliation_strings":["Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8982-8490","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006716265","display_name":"Abla Kammoun","orcid":"https://orcid.org/0000-0002-0195-3159"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abla Kammoun","raw_affiliation_strings":["Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-0195-3159","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083193286","display_name":"Mohamed\u2010Slim Alouini","orcid":"https://orcid.org/0000-0003-4827-1793"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohamed-Slim Alouini","raw_affiliation_strings":["Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4827-1793","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066119580","display_name":"Tareq Y. Al-Naffouri","orcid":"https://orcid.org/0000-0001-6955-4720"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tareq Y. Al-Naffouri","raw_affiliation_strings":["Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6955-4720","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Program, Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":1.3879,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82363721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"19","issue":"6","first_page":"1118","last_page":"1132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9979000091552734,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9979000091552734,"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":0.9945999979972839,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9824000000953674,"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/precoding","display_name":"Precoding","score":0.7790758609771729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6039366126060486},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4795634150505066},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3217960596084595},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22085273265838623},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.14317834377288818},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.11036789417266846}],"concepts":[{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.7790758609771729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6039366126060486},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4795634150505066},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3217960596084595},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22085273265838623},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.14317834377288818},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.11036789417266846},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/jstsp.2025.3596523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2025.3596523","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1974708997","https://openalex.org/W2009173367","https://openalex.org/W2023535408","https://openalex.org/W2054692642","https://openalex.org/W2127152877","https://openalex.org/W2128513990","https://openalex.org/W2140578794","https://openalex.org/W2400825964","https://openalex.org/W2563162018","https://openalex.org/W2588356672","https://openalex.org/W2592453562","https://openalex.org/W2610940182","https://openalex.org/W2787789973","https://openalex.org/W2798208796","https://openalex.org/W2888933796","https://openalex.org/W2899669232","https://openalex.org/W2912315974","https://openalex.org/W2954569660","https://openalex.org/W2963083075","https://openalex.org/W2963134136","https://openalex.org/W2963511957","https://openalex.org/W2963992461","https://openalex.org/W2964084137","https://openalex.org/W2964287687","https://openalex.org/W2964343313","https://openalex.org/W2969909702","https://openalex.org/W2970541347","https://openalex.org/W3007101668","https://openalex.org/W3013491292","https://openalex.org/W3021746556","https://openalex.org/W3107506823","https://openalex.org/W3116764287","https://openalex.org/W3165514232","https://openalex.org/W3190377976","https://openalex.org/W4206282790","https://openalex.org/W4285224288","https://openalex.org/W4295308624","https://openalex.org/W4312543846","https://openalex.org/W4372183736","https://openalex.org/W4382020180","https://openalex.org/W4383220456","https://openalex.org/W4387250753","https://openalex.org/W4387717601","https://openalex.org/W4413010782","https://openalex.org/W4413554931"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2152088989","https://openalex.org/W2756419127","https://openalex.org/W4366493479","https://openalex.org/W2905893439","https://openalex.org/W3135374966","https://openalex.org/W2554517556","https://openalex.org/W2953205382"],"abstract_inverted_index":{"This":[0,41],"paper":[1,131],"addresses":[2],"the":[3,19,44,52,58,62,74,102,107,110,130,133,145,148,155,160,164,173],"design":[4],"of":[5,21,46,64,147,172],"multi-antenna":[6],"precoding":[7],"strategies,":[8],"considering":[9],"hardware":[10,39],"limitations":[11],"such":[12,122],"as":[13,123],"low-resolution":[14],"digital-to-analog":[15],"converters,":[16],"which":[17],"necessitate":[18],"quantization":[20,35,48,90,111],"transmitted":[22],"signals.":[23],"The":[24,70,152],"typical":[25],"approach":[26],"starts":[27],"with":[28,81],"optimizing":[29],"a":[30,34,47,116,138],"precoder,":[31],"followed":[32],"by":[33],"step":[36],"to":[37,51,79,88,109,143],"meet":[38],"requirements.":[40],"study":[42],"analyzes":[43],"performance":[45],"scheme":[49],"applied":[50],"box-constrained":[53],"regularized":[54],"zero-forcing":[55],"precoder":[56,104],"in":[57,100],"asymptotic":[59],"regime,":[60],"where":[61],"number":[63],"antennas":[65],"and":[66,136,163],"users":[67],"grows":[68],"proportionally.":[69],"box":[71],"constraint":[72,175],"on":[73],"precoded":[75,150],"entries,":[76],"initially":[77],"designed":[78],"cope":[80],"low-dynamic":[82],"range":[83],"amplifiers,":[84],"is":[85,105],"used":[86],"here":[87],"control":[89],"noise":[91],"rather":[92],"than":[93],"for":[94,159],"amplifier":[95],"compatibility.":[96],"A":[97],"significant":[98],"challenge":[99],"analyzing":[101],"quantized":[103],"that":[106,169],"input":[108],"operation":[112],"does":[113],"not":[114],"follow":[115],"Gaussian":[117,140],"distribution,":[118],"making":[119],"traditional":[120],"methods":[121],"Bussgang's":[124],"decomposition":[125],"unsuitable.":[126],"To":[127],"overcome":[128],"this,":[129],"extends":[132],"Gordon's":[134],"inequality":[135],"introduces":[137],"novel":[139],"MinMax":[141],"Theorem":[142],"model":[144],"distribution":[146],"channel-distorted":[149],"signal.":[151],"analysis":[153],"derives":[154],"tight":[156],"lower":[157],"bound":[158],"signal-to-distortion-plus-noise":[161],"ratio":[162],"bit":[165],"error":[166],"rate,":[167],"showing":[168],"optimal":[170],"tuning":[171],"amplitude":[174],"improves":[176],"performance.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-31T23:11:33.660297","created_date":"2025-10-10T00:00:00"}
