{"id":"https://openalex.org/W4200309311","doi":"https://doi.org/10.3390/s21248326","title":"Mine MIMO Depth Receiver: An Intelligent Receiving Model Based on Densely Connected Convolutional Networks","display_name":"Mine MIMO Depth Receiver: An Intelligent Receiving Model Based on Densely Connected Convolutional Networks","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W4200309311","doi":"https://doi.org/10.3390/s21248326","pmid":"https://pubmed.ncbi.nlm.nih.gov/34960420"},"language":"en","primary_location":{"id":"doi:10.3390/s21248326","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21248326","pdf_url":"https://www.mdpi.com/1424-8220/21/24/8326/pdf?version=1639551210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/24/8326/pdf?version=1639551210","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103057628","display_name":"Mingbo Wang","orcid":"https://orcid.org/0000-0003-3984-7156"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingbo Wang","raw_affiliation_strings":["College of Energy Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Energy Engineering, Xi'an University of Science and Technology, Xi'an 710054, China"],"raw_orcid":"https://orcid.org/0000-0003-3984-7156","affiliations":[{"raw_affiliation_string":"College of Energy Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Energy Engineering, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064942163","display_name":"Anyi Wang","orcid":"https://orcid.org/0000-0002-5211-8938"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Anyi Wang","raw_affiliation_strings":["College of Communication and Information Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communication and Information Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103083997","display_name":"Zhaoyang Liu","orcid":"https://orcid.org/0000-0002-7825-9894"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaoyang Liu","raw_affiliation_strings":["College of Energy Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Energy Engineering, Xi'an University of Science and Technology, Xi'an 710054, China"],"raw_orcid":"https://orcid.org/0000-0002-7825-9894","affiliations":[{"raw_affiliation_string":"College of Energy Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Energy Engineering, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076606979","display_name":"Heng Zhang","orcid":"https://orcid.org/0000-0002-6105-6994"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Zhang","raw_affiliation_strings":["College of Communication and Information Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communication and Information Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021549132","display_name":"Jing Chai","orcid":"https://orcid.org/0009-0002-3256-5543"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Chai","raw_affiliation_strings":["College of Energy Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","College of Energy Engineering, Xi'an University of Science and Technology, Xi'an 710054, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Energy Engineering, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"College of Energy Engineering, Xi'an University of Science and Technology, Xi'an 710054, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064942163","https://openalex.org/A5103083997"],"corresponding_institution_ids":["https://openalex.org/I110440473"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18897011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"21","issue":"24","first_page":"8326","last_page":"8326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9815999865531921,"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/decoding-methods","display_name":"Decoding methods","score":0.8501535058021545},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.7695800065994263},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.7631474733352661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914414167404175},{"id":"https://openalex.org/keywords/convolutional-code","display_name":"Convolutional code","score":0.6543373465538025},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.57210773229599},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5354165434837341},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45051872730255127},{"id":"https://openalex.org/keywords/sequential-decoding","display_name":"Sequential decoding","score":0.4286944270133972},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3759203553199768},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3753323256969452},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3677910268306732},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3357410132884979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33025264739990234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16590619087219238},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16577330231666565},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11182945966720581},{"id":"https://openalex.org/keywords/block-code","display_name":"Block code","score":0.09117791056632996}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8501535058021545},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.7695800065994263},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7631474733352661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914414167404175},{"id":"https://openalex.org/C157899210","wikidata":"https://www.wikidata.org/wiki/Q1395022","display_name":"Convolutional code","level":3,"score":0.6543373465538025},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.57210773229599},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5354165434837341},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45051872730255127},{"id":"https://openalex.org/C193969084","wikidata":"https://www.wikidata.org/wiki/Q7452500","display_name":"Sequential decoding","level":4,"score":0.4286944270133972},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3759203553199768},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3753323256969452},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3677910268306732},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3357410132884979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33025264739990234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16590619087219238},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16577330231666565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11182945966720581},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.09117791056632996},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s21248326","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21248326","pdf_url":"https://www.mdpi.com/1424-8220/21/24/8326/pdf?version=1639551210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34960420","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34960420","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:9e7444b74a4e46989df0ed8b8a0e3c5c","is_oa":true,"landing_page_url":"https://doaj.org/article/9e7444b74a4e46989df0ed8b8a0e3c5c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 24, p 8326 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/24/8326/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21248326","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 24; Pages: 8326","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8706519","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8706519","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21248326","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21248326","pdf_url":"https://www.mdpi.com/1424-8220/21/24/8326/pdf?version=1639551210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8965635672","display_name":null,"funder_award_id":"U19B2015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4200309311.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2131694303","https://openalex.org/W2141682101","https://openalex.org/W2295750447","https://openalex.org/W2360147441","https://openalex.org/W2773170971","https://openalex.org/W2803370496","https://openalex.org/W2810482148","https://openalex.org/W2954477168","https://openalex.org/W2963446712","https://openalex.org/W2989935496","https://openalex.org/W3014127772","https://openalex.org/W3027046832","https://openalex.org/W3034002564","https://openalex.org/W3045669964","https://openalex.org/W3080327351","https://openalex.org/W3138802970","https://openalex.org/W3195957763","https://openalex.org/W6791997934"],"related_works":["https://openalex.org/W2105454578","https://openalex.org/W2120275292","https://openalex.org/W1913982554","https://openalex.org/W2070062388","https://openalex.org/W2365048703","https://openalex.org/W2029144766","https://openalex.org/W3017203753","https://openalex.org/W2348545647","https://openalex.org/W2136414433","https://openalex.org/W2385322349"],"abstract_inverted_index":{"Multiple-input":[0],"multiple-output":[1],"(MIMO)":[2],"systems":[3],"suffer":[4],"from":[5],"high":[6],"BER":[7],"in":[8,82],"the":[9,15,40,48,67,83,92,101,109],"mining":[10],"environment.":[11],"In":[12],"this":[13],"paper,":[14],"mine":[16],"MIMO":[17,46],"depth":[18],"receiver":[19],"model":[20,24,49,68,93],"is":[21],"proposed.":[22],"The":[23,62],"uses":[25],"densely":[26],"connected":[27],"convolutional":[28],"networks":[29],"for":[30],"feature":[31],"extraction":[32],"and":[33,60,80,99],"constructs":[34],"multiple":[35],"binary":[36],"classifiers":[37],"to":[38],"recover":[39,100],"original":[41,102],"information.":[42],"Compared":[43],"with":[44,104],"conventional":[45,73],"receivers,":[47],"has":[50,69],"no":[51],"error":[52],"accumulation":[53],"caused":[54],"by":[55],"processes":[56],"such":[57],"as":[58],"decoding":[59,74,98],"demodulation.":[61],"experimental":[63],"results":[64],"show":[65],"that":[66,91],"better":[70],"performance":[71],"than":[72],"methods":[75],"under":[76],"different":[77],"modulation":[78],"codes":[79],"variations":[81],"number":[84],"of":[85],"transmitting":[86],"terminals.":[87],"Furthermore,":[88],"we":[89],"demonstrate":[90],"can":[94],"still":[95],"achieve":[96],"effective":[97],"information":[103],"some":[105],"data":[106],"loss":[107],"at":[108],"receiver.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
