{"id":"https://openalex.org/W2996854280","doi":"https://doi.org/10.1109/icct46805.2019.8947071","title":"A Segment-Average Based Channel Estimation Scheme for One-Bit Massive MIMO Systems with Deep Neural Network","display_name":"A Segment-Average Based Channel Estimation Scheme for One-Bit Massive MIMO Systems with Deep Neural Network","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2996854280","doi":"https://doi.org/10.1109/icct46805.2019.8947071","mag":"2996854280"},"language":"en","primary_location":{"id":"doi:10.1109/icct46805.2019.8947071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct46805.2019.8947071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 19th International Conference on Communication Technology (ICCT)","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/A5039409346","display_name":"Ruifang Zhu","orcid":"https://orcid.org/0000-0001-5139-9099"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruifang Zhu","raw_affiliation_strings":["School of Information and Communications Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Information and Communications Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Information and Communications Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090099779","display_name":"Guomei Zhang","orcid":"https://orcid.org/0000-0002-8240-7802"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guomei Zhang","raw_affiliation_strings":["School of Information and Communications Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Information and Communications Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Information and Communications Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039409346"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.7154,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72565065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11946","display_name":"Antenna Design and Optimization","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.7896515130996704},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.678106963634491},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6593728065490723},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6183233857154846},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5716596245765686},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5405086874961853},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4532119929790497},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.4309226870536804},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4236270785331726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2626807391643524},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20633485913276672},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19793936610221863},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1566745936870575}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7896515130996704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.678106963634491},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6593728065490723},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6183233857154846},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5716596245765686},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5405086874961853},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4532119929790497},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.4309226870536804},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4236270785331726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2626807391643524},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20633485913276672},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19793936610221863},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1566745936870575},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct46805.2019.8947071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct46805.2019.8947071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 19th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1760105601","https://openalex.org/W1776974347","https://openalex.org/W1982222550","https://openalex.org/W1985290376","https://openalex.org/W2141682101","https://openalex.org/W2400729854","https://openalex.org/W2526144952","https://openalex.org/W2890964800","https://openalex.org/W2919653617","https://openalex.org/W2941806810","https://openalex.org/W2963577893","https://openalex.org/W2963889719","https://openalex.org/W3101888099","https://openalex.org/W6713155927","https://openalex.org/W6761860193"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4385769873","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W4311888330","https://openalex.org/W2517641583","https://openalex.org/W4221071877"],"abstract_inverted_index":{"In":[0,94],"this":[1],"paper,":[2],"we":[3],"develop":[4],"the":[5,28,35,38,69,78,83,86,98,103,107,113,120,127,142,157,175],"channel":[6,46,52,88,115,172],"estimation":[7,47,53,99,128],"algorithm":[8],"for":[9,68,90],"a":[10,51,57,91,131,148],"massive":[11,36,73],"multiple":[12,14,63],"input":[13],"output":[15],"(MIMO)":[16],"system":[17],"using":[18],"one-bit":[19,24,43,72],"analog-to-digital":[20],"converters":[21],"(ADCs).":[22],"Although,":[23],"quantization":[25,44],"significantly":[26],"reduces":[27],"deployment":[29],"cost":[30],"and":[31,164],"power":[32],"consumption":[33],"of":[34,71,77,105,123,144],"MIMO,":[37],"great":[39],"distortion":[40],"induced":[41],"by":[42,55],"makes":[45],"more":[48],"difficult.":[49],"Therefore,":[50],"method":[54,137],"executing":[56],"deep":[58],"neural":[59],"network":[60],"(DNN)":[61],"over":[62],"signal":[64,145],"segments":[65,84,146],"is":[66,85,138],"proposed":[67,158],"uplink":[70],"MIMO.":[74],"The":[75,152],"average":[76],"DNN's":[79],"outputs":[80],"throughout":[81],"all":[82],"final":[87],"estimate":[89],"transmission":[92],"block.":[93],"order":[95],"to":[96,125,140],"improve":[97],"accuracy":[100],"without":[101],"increasing":[102],"length":[104],"pilot,":[106],"data":[108],"symbols":[109],"got":[110],"based":[111,134],"on":[112],"initial":[114],"estimates":[116],"are":[117],"used":[118],"as":[119],"other":[121],"part":[122],"pilots":[124],"refine":[126],"result.":[129],"Moreover,":[130],"sliding":[132],"window":[133],"pilot":[135,150],"segment":[136],"adopted":[139],"increase":[141],"number":[143],"with":[147],"same":[149],"length.":[151],"simulation":[153],"results":[154],"show":[155],"that":[156],"scheme":[159],"outperforms":[160],"least":[161],"squares":[162],"(LS)":[163],"Bussgang":[165],"linear":[166],"minimum":[167],"mean":[168],"squared":[169],"error":[170],"(BLMMSE)":[171],"estimators":[173],"in":[174],"whole":[176],"signal-to-noise-ratio":[177],"(SNR)":[178],"region.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}