{"id":"https://openalex.org/W1987510166","doi":"https://doi.org/10.1109/spawc.2012.6292977","title":"Low-complexity detection for large MIMO systems using partial ML detection and genetic programming","display_name":"Low-complexity detection for large MIMO systems using partial ML detection and genetic programming","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1987510166","doi":"https://doi.org/10.1109/spawc.2012.6292977","mag":"1987510166"},"language":"en","primary_location":{"id":"doi:10.1109/spawc.2012.6292977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc.2012.6292977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","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/A5011799953","display_name":"Pavol Svac","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Pavol Svac","raw_affiliation_strings":["Institute of Telecommunications, University of Technology, Vienna, Austria","Institute of Telecommunications Vienna University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, University of Technology, Vienna, Austria","institution_ids":[]},{"raw_affiliation_string":"Institute of Telecommunications Vienna University of Technology, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077882926","display_name":"Florian Meyer","orcid":"https://orcid.org/0000-0001-6985-2250"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Florian Meyer","raw_affiliation_strings":["Institute of Telecommunications, University of Technology, Vienna, Austria","Institute of Telecommunications Vienna University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, University of Technology, Vienna, Austria","institution_ids":[]},{"raw_affiliation_string":"Institute of Telecommunications Vienna University of Technology, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076506527","display_name":"Erwin Riegler","orcid":"https://orcid.org/0000-0002-6340-7532"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Erwin Riegler","raw_affiliation_strings":["Institute of Telecommunications, University of Technology, Vienna, Austria","Institute of Telecommunications Vienna University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, University of Technology, Vienna, Austria","institution_ids":[]},{"raw_affiliation_string":"Institute of Telecommunications Vienna University of Technology, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036535440","display_name":"Franz Hlawatsch","orcid":"https://orcid.org/0000-0001-9010-9285"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Franz Hlawatsch","raw_affiliation_strings":["Institute of Telecommunications, University of Technology, Vienna, Austria","Institute of Telecommunications Vienna University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, University of Technology, Vienna, Austria","institution_ids":[]},{"raw_affiliation_string":"Institute of Telecommunications Vienna University of Technology, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011799953"],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":0.491,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6675625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"585","last_page":"589"},"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.7748457193374634},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.734087347984314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5894106030464172},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5733800530433655},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5707587003707886},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5054380893707275},{"id":"https://openalex.org/keywords/phase-shift-keying","display_name":"Phase-shift keying","score":0.4919449985027313},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.4805750846862793},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4452979564666748},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.32371950149536133},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.30800607800483704},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2607905864715576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2258693277835846},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14143779873847961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11459207534790039},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0784602165222168},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.06972894072532654},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.0689258873462677}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7748457193374634},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.734087347984314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5894106030464172},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5733800530433655},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5707587003707886},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5054380893707275},{"id":"https://openalex.org/C186378180","wikidata":"https://www.wikidata.org/wiki/Q4874866","display_name":"Phase-shift keying","level":4,"score":0.4919449985027313},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.4805750846862793},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4452979564666748},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.32371950149536133},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.30800607800483704},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2607905864715576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2258693277835846},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14143779873847961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11459207534790039},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0784602165222168},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.06972894072532654},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0689258873462677},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spawc.2012.6292977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc.2012.6292977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","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":28,"referenced_works":["https://openalex.org/W203187622","https://openalex.org/W1543488019","https://openalex.org/W1557486844","https://openalex.org/W1562184564","https://openalex.org/W1636965069","https://openalex.org/W1699318487","https://openalex.org/W1996215314","https://openalex.org/W1997002146","https://openalex.org/W2023355697","https://openalex.org/W2059784185","https://openalex.org/W2076769624","https://openalex.org/W2080102365","https://openalex.org/W2098175387","https://openalex.org/W2118402566","https://openalex.org/W2120681221","https://openalex.org/W2120921106","https://openalex.org/W2121733881","https://openalex.org/W2126483728","https://openalex.org/W2130066154","https://openalex.org/W2140940105","https://openalex.org/W2143528646","https://openalex.org/W2148907454","https://openalex.org/W2158682104","https://openalex.org/W2159148880","https://openalex.org/W2295187311","https://openalex.org/W2541204438","https://openalex.org/W4253905290","https://openalex.org/W6608280759"],"related_works":["https://openalex.org/W2166826179","https://openalex.org/W3160586848","https://openalex.org/W2353706040","https://openalex.org/W4229460007","https://openalex.org/W2105809531","https://openalex.org/W2001301152","https://openalex.org/W3188129127","https://openalex.org/W3199830430","https://openalex.org/W2338102219","https://openalex.org/W2170654976"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,53],"low-complexity":[3],"detector":[4,16,75],"for":[5,26,71],"multiple-input":[6],"multiple-output":[7],"(MIMO)":[8],"systems":[9],"using":[10],"BPSK":[11],"or":[12],"QAM":[13],"constellations.":[14],"The":[15],"operates":[17],"at":[18],"the":[19,48,59,64,87],"bit":[20],"level":[21],"and":[22,43,80],"is":[23],"especially":[24],"advantageous":[25],"large":[27,72],"MIMO":[28],"systems.":[29],"It":[30],"consists":[31],"of":[32,40],"three":[33],"stages":[34],"performing":[35],"partial":[36],"ML":[37],"detection,":[38],"generation":[39],"soft":[41,60],"values,":[42],"soft-input":[44],"genetic":[45,54],"optimization.":[46],"For":[47],"last":[49],"stage,":[50],"we":[51],"present":[52],"programming":[55],"algorithm":[56],"that":[57,70],"uses":[58],"values":[61],"computed":[62],"by":[63],"second":[65],"stage.":[66],"Simulation":[67],"results":[68],"demonstrate":[69],"systems,":[73],"our":[74],"can":[76],"outperform":[77],"state-of-the-art":[78],"methods,":[79],"its":[81],"complexity":[82],"scales":[83],"roughly":[84],"cubically":[85],"with":[86],"system":[88],"dimension.":[89]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
