{"id":"https://openalex.org/W2142723349","doi":"https://doi.org/10.1109/vetecf.2009.5379007","title":"Using Multi-Stage MMSE Detection to Approach Optimum Error Performance in Multiantenna MIMO Systems","display_name":"Using Multi-Stage MMSE Detection to Approach Optimum Error Performance in Multiantenna MIMO Systems","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W2142723349","doi":"https://doi.org/10.1109/vetecf.2009.5379007","mag":"2142723349"},"language":"en","primary_location":{"id":"doi:10.1109/vetecf.2009.5379007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vetecf.2009.5379007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE 70th Vehicular Technology Conference Fall","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/A5100329747","display_name":"Lie\u2010Liang Yang","orcid":"https://orcid.org/0000-0002-2032-9327"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Lie-Liang Yang","raw_affiliation_strings":["School of ECS, University of Southampton, UK","[School of ECS, University of Southampton, Southampton, UK]"],"affiliations":[{"raw_affiliation_string":"School of ECS, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[School of ECS, University of Southampton, Southampton, UK]","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100329747"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.7945,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.86275777,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","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/T10125","display_name":"Advanced Wireless Communication Techniques","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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.8077508211135864},{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.6366498470306396},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.6183580756187439},{"id":"https://openalex.org/keywords/phase-shift-keying","display_name":"Phase-shift keying","score":0.6112401485443115},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5262726545333862},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5167759656906128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5115702748298645},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5021107196807861},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.48063722252845764},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4223059415817261},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35210955142974854},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35163411498069763},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3370532989501953},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32628756761550903},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30507609248161316},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.21408265829086304},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1980084478855133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1566697061061859},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.14533451199531555},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1154375970363617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0899655818939209},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08046677708625793},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.07170224189758301}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.8077508211135864},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.6366498470306396},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.6183580756187439},{"id":"https://openalex.org/C186378180","wikidata":"https://www.wikidata.org/wiki/Q4874866","display_name":"Phase-shift keying","level":4,"score":0.6112401485443115},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5262726545333862},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5167759656906128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5115702748298645},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5021107196807861},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.48063722252845764},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4223059415817261},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35210955142974854},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35163411498069763},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3370532989501953},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32628756761550903},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30507609248161316},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.21408265829086304},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1980084478855133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1566697061061859},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.14533451199531555},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1154375970363617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0899655818939209},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08046677708625793},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.07170224189758301},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vetecf.2009.5379007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vetecf.2009.5379007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE 70th Vehicular Technology Conference Fall","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2072184935","https://openalex.org/W2080102365","https://openalex.org/W2098175387","https://openalex.org/W2109286020","https://openalex.org/W2110436955","https://openalex.org/W2126508692","https://openalex.org/W2133475491","https://openalex.org/W2146694142","https://openalex.org/W2160538946","https://openalex.org/W2160779252","https://openalex.org/W2541204438","https://openalex.org/W2912369344","https://openalex.org/W4247112229","https://openalex.org/W6758277601","https://openalex.org/W6828724601"],"related_works":["https://openalex.org/W2785337709","https://openalex.org/W2166826179","https://openalex.org/W3160586848","https://openalex.org/W2353706040","https://openalex.org/W2105809531","https://openalex.org/W4229460007","https://openalex.org/W2001301152","https://openalex.org/W3188129127","https://openalex.org/W3199830430","https://openalex.org/W2338102219"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,133],"multi-stage":[4],"minimum":[5],"mean-square":[6],"error":[7],"(MS-MMSE)":[8],"detector":[9,111,131,156],"and":[10,19,74,124,135,141],"two":[11],"low-complexity":[12,134],"reliability":[13,103,146],"measurement":[14,147],"schemes,":[15,21,148],"namely":[16],"the":[17,25,60,70,77,84,87,94,97,109,116,129,139,154],"Type-L":[18,61,66,118,140],"Type-A":[20,63,88,120,142],"in":[22],"order":[23],"for":[24,102,153],"multiple-input":[26],"multiple-output":[27],"(MIMO)":[28],"systems":[29],"using":[30],"binary":[31],"phase-shift":[32],"keying":[33],"(BPSK)":[34],"modulation":[35],"to":[36,48,54,82,157],"attain":[37],"near":[38,159],"single-user":[39,160],"bit-error-rate":[40],"(BER)":[41],"performance.":[42,162],"In":[43],"our":[44],"MS-MMSE":[45,110,130,155],"detector,":[46],"signals":[47],"be":[49],"detected":[50],"are":[51,144],"ranked":[52],"according":[53],"their":[55],"real-time":[56],"reliabilities":[57],"measured":[58],"by":[59],"or":[62,119],"scheme.":[64,121],"The":[65,105],"scheme":[67,89],"adopts":[68],"both":[69],"signal-to-interference-plus-noise":[71],"ratio":[72],"(SINR)":[73],"magnitudes":[75,95],"of":[76,93,96,108],"MSMMSE":[78],"detector's":[79,99],"decision":[80,100],"variables":[81,101],"measure":[83],"reliabilities,":[85],"while":[86],"only":[90],"makes":[91],"use":[92],"MMSE":[98],"measurement.":[104],"BER":[106,161],"performance":[107,125],"is":[112,132],"investigated":[113],"associated":[114],"with":[115],"proposed":[117],"Our":[122],"study":[123],"results":[126],"show":[127],"that":[128],"high-flexibility":[136],"detector.":[137],"Both":[138],"schemes":[143],"high-efficiency":[145],"which":[149],"make":[150],"it":[151],"possible":[152],"achieve":[158]},"counts_by_year":[{"year":2021,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
