{"id":"https://openalex.org/W2138722795","doi":"https://doi.org/10.1109/glocom.2010.5684346","title":"Stochastic Expectation Maximization Algorithm for Long-Memory Fast-Fading Channels","display_name":"Stochastic Expectation Maximization Algorithm for Long-Memory Fast-Fading Channels","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2138722795","doi":"https://doi.org/10.1109/glocom.2010.5684346","mag":"2138722795"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2010.5684346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2010.5684346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Global Telecommunications Conference GLOBECOM 2010","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/A5109965190","display_name":"Hong Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hong Wan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, University of Utah, USA","University of Utah,"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, University of Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734558","display_name":"Rong\u2010Rong Chen","orcid":"https://orcid.org/0009-0002-2955-9652"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rong-Rong Chen","raw_affiliation_strings":["Department of Electronics and Communication Engineering, University of Utah, USA","University of Utah,"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, University of Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102839991","display_name":"Jun Won Choi","orcid":"https://orcid.org/0000-0002-3733-0148"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Won Choi","raw_affiliation_strings":["Department of Electronics and Communication Engineering, University of Illinois, Urbana-Champaign, USA","University of Illinois at Urbana Champaign"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, University of Illinois, Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028083945","display_name":"Andrew C. Singer","orcid":"https://orcid.org/0000-0001-9926-7036"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Singer","raw_affiliation_strings":["Department of Electronics and Communication Engineering, University of Illinois, Urbana-Champaign, USA","Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, University of Illinois, Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Electrical and Computer Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021743930","display_name":"James C. Preisig","orcid":"https://orcid.org/0000-0002-7066-8474"},"institutions":[{"id":"https://openalex.org/I66958751","display_name":"Woods Hole Oceanographic Institution","ror":"https://ror.org/03zbnzt98","country_code":"US","type":"funder","lineage":["https://openalex.org/I66958751"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Preisig","raw_affiliation_strings":["Applied Ocean Physics and Engineering, Woods Hole Oceanographic Institution, USA","Woods Hole Oceanographic Institution"],"affiliations":[{"raw_affiliation_string":"Applied Ocean Physics and Engineering, Woods Hole Oceanographic Institution, USA","institution_ids":["https://openalex.org/I66958751"]},{"raw_affiliation_string":"Woods Hole Oceanographic Institution","institution_ids":["https://openalex.org/I66958751"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056002282","display_name":"Behrouz Farhang\u2010Boroujeny","orcid":"https://orcid.org/0000-0003-3008-6725"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behrouz Farhang-Boroujeny","raw_affiliation_strings":["Department of Electronics and Communication Engineering, University of Utah, USA","University of Utah,"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, University of Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah,","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109965190"],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":null,"apc_paid":null,"fwci":3.2266,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91881607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"51","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11447","display_name":"Blind Source Separation Techniques","score":0.9994000196456909,"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/T11698","display_name":"Underwater Acoustics Research","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7401118278503418},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.7107441425323486},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.696216344833374},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.6063063144683838},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.591326892375946},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5801941156387329},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.41411101818084717},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.41260597109794617},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.2558933198451996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20147916674613953},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.18651780486106873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16602006554603577},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1302679479122162},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.12762796878814697},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11657476425170898},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08208668231964111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7401118278503418},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.7107441425323486},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.696216344833374},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.6063063144683838},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.591326892375946},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5801941156387329},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.41411101818084717},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.41260597109794617},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.2558933198451996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20147916674613953},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.18651780486106873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16602006554603577},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1302679479122162},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.12762796878814697},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11657476425170898},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08208668231964111}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2010.5684346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2010.5684346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Global Telecommunications Conference GLOBECOM 2010","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1512002052","https://openalex.org/W1562979145","https://openalex.org/W1998154372","https://openalex.org/W2010473430","https://openalex.org/W2020082283","https://openalex.org/W2045407304","https://openalex.org/W2080918425","https://openalex.org/W2091999113","https://openalex.org/W2100132363","https://openalex.org/W2101617851","https://openalex.org/W2105324718","https://openalex.org/W2107959360","https://openalex.org/W2109854106","https://openalex.org/W2111898578","https://openalex.org/W2117481010","https://openalex.org/W2142817701","https://openalex.org/W2167594497","https://openalex.org/W4391047788","https://openalex.org/W6630633693","https://openalex.org/W6861062474"],"related_works":["https://openalex.org/W2327053383","https://openalex.org/W2356834760","https://openalex.org/W1964600846","https://openalex.org/W2127563499","https://openalex.org/W2030191005","https://openalex.org/W1865172210","https://openalex.org/W2027568561","https://openalex.org/W2790025453","https://openalex.org/W1521521035","https://openalex.org/W2047516065"],"abstract_inverted_index":{"In":[0],"this":[1,99],"paper,":[2],"we":[3,58],"develop":[4,24,78],"a":[5,39,60,79],"novel":[6],"statistical":[7,80],"detection":[8,34],"algorithm":[9,27,66,73,130],"following":[10],"similar":[11],"principles":[12],"to":[13,23,77],"that":[14,37,83,116],"of":[15,55,88,98,107,127],"expectation":[16],"maximization":[17],"(EM)":[18],"algorithm.":[19],"Our":[20],"goal":[21],"is":[22,111,131],"an":[25,53,71,114],"iterative":[26],"for":[28,67,74,121],"joint":[29,85],"channel":[30,75,93,119],"estimation":[31],"and":[32,42,70,92],"data":[33,68,91,138],"in":[35,46,113],"channels":[36],"have":[38],"long":[40],"memory":[41],"are":[43],"fast":[44],"varying":[45],"time.":[47],"At":[48],"each":[49],"iteration,":[50],"starting":[51],"with":[52],"estimate":[54],"the":[56,108,118,122,128],"channel,":[57],"combine":[59],"Markov":[61],"Chain":[62],"Monte":[63],"Carlo":[64],"(MCMC)":[65],"detection,":[69],"adaptive":[72],"tracking,":[76],"search":[81],"procedure":[82],"finds":[84],"important":[86],"samples":[87],"possible":[89],"transmitted":[90],"impulse":[94],"responses.":[95],"The":[96],"result":[97],"step,":[100],"which":[101],"may":[102],"be":[103],"thought":[104],"as":[105],"E-step":[106],"proposed":[109,129],"algorithm,":[110],"used":[112],"M-step":[115],"refines":[117],"estimate,":[120],"next":[123],"iteration.":[124],"Excellent":[125],"behavior":[126],"presented":[132],"by":[133],"examining":[134],"it":[135],"on":[136],"real":[137],"from":[139],"underwater":[140],"acoustic":[141],"communication":[142],"channels.":[143]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}