{"id":"https://openalex.org/W4390693726","doi":"https://doi.org/10.1109/iccais59597.2023.10382294","title":"Decode-and-Forward Based Cooperative MIMO System using Deep Learning for Wireless Body Area Networks","display_name":"Decode-and-Forward Based Cooperative MIMO System using Deep Learning for Wireless Body Area Networks","publication_year":2023,"publication_date":"2023-11-27","ids":{"openalex":"https://openalex.org/W4390693726","doi":"https://doi.org/10.1109/iccais59597.2023.10382294"},"language":"en","primary_location":{"id":"doi:10.1109/iccais59597.2023.10382294","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccais59597.2023.10382294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5111108700","display_name":"Thi Thanh Tam Bui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122257","display_name":"Vietnam Military Medical University","ror":"https://ror.org/02h28kk33","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210122257"]},{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thi Thanh Tam Bui","raw_affiliation_strings":["Academy of Military Science and Technology,Ha Noi,Viet Nam","Academy of Military Science and Technology, Ha Noi, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Ha Noi,Viet Nam","institution_ids":["https://openalex.org/I4210122257","https://openalex.org/I70349855"]},{"raw_affiliation_string":"Academy of Military Science and Technology, Ha Noi, Viet Nam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034704196","display_name":"Xuan Nam Tran","orcid":"https://orcid.org/0000-0001-8530-9354"},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Xuan Nam Tran","raw_affiliation_strings":["Le Quy Don Technical University,Ha Noi,Viet Nam","Le Quy Don Technical University, Ha Noi, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Ha Noi,Viet Nam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Le Quy Don Technical University, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052051065","display_name":"Anh Huy Phan","orcid":"https://orcid.org/0000-0002-5509-7773"},"institutions":[{"id":"https://openalex.org/I4210122257","display_name":"Vietnam Military Medical University","ror":"https://ror.org/02h28kk33","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210122257"]},{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Huy Phan","raw_affiliation_strings":["Academy of Military Science and Technology,Ha Noi,Viet Nam","Academy of Military Science and Technology, Ha Noi, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Ha Noi,Viet Nam","institution_ids":["https://openalex.org/I4210122257","https://openalex.org/I70349855"]},{"raw_affiliation_string":"Academy of Military Science and Technology, Ha Noi, Viet Nam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111108700"],"corresponding_institution_ids":["https://openalex.org/I4210122257","https://openalex.org/I70349855"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18343117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"175","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11932","display_name":"Wireless Body Area Networks","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9990000128746033,"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":0.9987000226974487,"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":0.7678160071372986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7465367317199707},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.7095091938972473},{"id":"https://openalex.org/keywords/cooperative-mimo","display_name":"Cooperative MIMO","score":0.5669958591461182},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5668473839759827},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.559260904788971},{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.5051022171974182},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.47859808802604675},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4691798985004425},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4667789041996002},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.46196290850639343},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4567400813102722},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.43544429540634155},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.42689502239227295},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42168763279914856},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4145893454551697},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.41211119294166565},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38594678044319153},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36257171630859375},{"id":"https://openalex.org/keywords/multi-user-mimo","display_name":"Multi-user MIMO","score":0.25611618161201477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21191871166229248},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21177607774734497},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20962688326835632},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12458747625350952},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11308294534683228},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06927704811096191}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7678160071372986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7465367317199707},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.7095091938972473},{"id":"https://openalex.org/C2778079784","wikidata":"https://www.wikidata.org/wiki/Q25000112","display_name":"Cooperative MIMO","level":5,"score":0.5669958591461182},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5668473839759827},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.559260904788971},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.5051022171974182},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.47859808802604675},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4691798985004425},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4667789041996002},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.46196290850639343},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4567400813102722},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.43544429540634155},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.42689502239227295},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42168763279914856},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4145893454551697},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.41211119294166565},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38594678044319153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36257171630859375},{"id":"https://openalex.org/C91330434","wikidata":"https://www.wikidata.org/wiki/Q738298","display_name":"Multi-user MIMO","level":4,"score":0.25611618161201477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21191871166229248},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21177607774734497},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20962688326835632},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12458747625350952},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11308294534683228},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06927704811096191},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais59597.2023.10382294","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccais59597.2023.10382294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1973458549","https://openalex.org/W2005114425","https://openalex.org/W2069500145","https://openalex.org/W2084858866","https://openalex.org/W2130851966","https://openalex.org/W2152121970","https://openalex.org/W2155714960","https://openalex.org/W2565180058","https://openalex.org/W2567412747","https://openalex.org/W2591875546","https://openalex.org/W2607528911","https://openalex.org/W2734408173","https://openalex.org/W2784307620","https://openalex.org/W2796984145","https://openalex.org/W2904150927","https://openalex.org/W3008026851","https://openalex.org/W3031713494","https://openalex.org/W3036589489","https://openalex.org/W3103854047","https://openalex.org/W3167199889","https://openalex.org/W3168225772","https://openalex.org/W3179017527","https://openalex.org/W4226213961","https://openalex.org/W4285236797","https://openalex.org/W4317795303","https://openalex.org/W4376110084","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2047006631","https://openalex.org/W2187692743","https://openalex.org/W1498781268","https://openalex.org/W2038230493","https://openalex.org/W2099955065","https://openalex.org/W2144246991","https://openalex.org/W1552724012","https://openalex.org/W2384507272","https://openalex.org/W2097212255","https://openalex.org/W2160342417"],"abstract_inverted_index":{"In":[0,27],"this":[1],"article,":[2],"we":[3,91],"introduce":[4,92],"a":[5],"Decode-and-Forward":[6],"(DF)":[7],"based":[8],"cooperative":[9,145],"Multiple-Input":[10],"Multiple-Output":[11],"(MIMO)":[12],"system":[13,134,139,147],"using":[14,38,148],"autoencoder":[15],"(AE)":[16],"technique,":[17],"abbreviated":[18],"as":[19],"AE-DF,":[20],"for":[21,58],"Wireless":[22],"Body":[23],"Area":[24],"Network":[25,98],"(WBAN).":[26],"our":[28,133],"scheme,":[29],"the":[30,48,62,75,81,88,93,105,112,137,142],"source,":[31],"relay,":[32],"and":[33,79,107,125],"destination":[34,108],"nodes":[35],"are":[36,50],"designed":[37],"neural":[39],"networks,":[40],"forming":[41],"an":[42],"AE.":[43],"The":[44,128],"learning":[45,103],"parameters":[46],"of":[47,61,87,114],"AE":[49],"trained":[51],"synchronously":[52],"through":[53],"two":[54],"sequential":[55],"phases,":[56],"allowing":[57],"optimal":[59],"synchronization":[60],"entire":[63],"system.":[64],"Additionally,":[65],"in":[66,74,117],"order":[67],"to":[68],"effectively":[69],"reduce":[70],"co-channel":[71],"interference":[72],"(CCI)":[73],"received":[76],"signal":[77],"streams":[78],"enhance":[80],"bit":[82],"error":[83],"rate":[84],"(BER)":[85],"performance":[86,113],"AE-DF":[89],"system,":[90],"Minimum":[94,149],"Mean":[95,150],"Square":[96,151],"Error":[97,152],"(MMSEnet)":[99],"detector":[100],"employing":[101],"deep":[102],"at":[104],"relay":[106],"node.":[109],"We":[110],"assess":[111],"these":[115],"systems":[116],"scenarios":[118],"with":[119],"perfect":[120],"channel":[121],"state":[122],"information":[123],"(CSI)":[124],"imperfect":[126],"CSI.":[127],"simulation":[129],"results":[130],"demonstrate":[131],"that":[132],"significantly":[135],"outperforms":[136],"baseline":[138],"which":[140],"is":[141],"conventional":[143],"DF-based":[144],"MIMO":[146],"(MMSE)":[153],"detector.":[154]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
