{"id":"https://openalex.org/W4285277777","doi":"https://doi.org/10.1109/ojcas.2022.3173686","title":"Design and Implementation of an On-Demand Maximum-Likelihood Sequence Estimation (MLSE)","display_name":"Design and Implementation of an On-Demand Maximum-Likelihood Sequence Estimation (MLSE)","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285277777","doi":"https://doi.org/10.1109/ojcas.2022.3173686"},"language":"en","primary_location":{"id":"doi:10.1109/ojcas.2022.3173686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcas.2022.3173686","pdf_url":"https://ieeexplore.ieee.org/ielx7/8784029/8999500/09772752.pdf","source":{"id":"https://openalex.org/S4210192473","display_name":"IEEE Open Journal of Circuits and Systems","issn_l":"2644-1225","issn":["2644-1225"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/8784029/8999500/09772752.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092313204","display_name":"Mohammad Emami Meybodi","orcid":"https://orcid.org/0000-0002-8494-8899"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohammad Emami Meybodi","raw_affiliation_strings":["Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada"],"affiliations":[{"raw_affiliation_string":"Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068522651","display_name":"Hector Gomez","orcid":"https://orcid.org/0000-0002-8749-5661"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hector Gomez","raw_affiliation_strings":["Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada"],"affiliations":[{"raw_affiliation_string":"Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102963816","display_name":"Yu\u2010Chun Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Chun Lu","raw_affiliation_strings":["Huawei Technologies Company Ltd., Beijing, China","Huawei Technologies Co., Ltd., Beijing 100095, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Huawei Technologies Co., Ltd., Beijing 100095, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083111781","display_name":"Hossein Shakiba","orcid":"https://orcid.org/0000-0002-6247-512X"},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossein Shakiba","raw_affiliation_strings":["Huawei Technologies Canada, Markham, ON, Canada","Huawei Technologies Canada, Markham, ON L3R 5A4, Canada"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Canada, Markham, ON, Canada","institution_ids":["https://openalex.org/I4210115038"]},{"raw_affiliation_string":"Huawei Technologies Canada, Markham, ON L3R 5A4, Canada","institution_ids":["https://openalex.org/I4210115038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077605824","display_name":"Ali Sheikholeslami","orcid":"https://orcid.org/0000-0003-0970-6897"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Sheikholeslami","raw_affiliation_strings":["Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada"],"affiliations":[{"raw_affiliation_string":"Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 3G4, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092313204"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":1.0159,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.74618447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"3","issue":null,"first_page":"97","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11417","display_name":"Advancements in PLL and VCO Technologies","score":1.0,"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/T11417","display_name":"Advancements in PLL and VCO Technologies","score":1.0,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9994999766349792,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/maximum-likelihood-sequence-estimation","display_name":"Maximum likelihood sequence estimation","score":0.8546648025512695},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.629338264465332},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5781983733177185},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5284616351127625},{"id":"https://openalex.org/keywords/wireline","display_name":"Wireline","score":0.49286985397338867},{"id":"https://openalex.org/keywords/equalizer","display_name":"Equalizer","score":0.46885618567466736},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4481180012226105},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4258873462677002},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36021825671195984},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.3016623258590698},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27729368209838867},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25682926177978516},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24528655409812927},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18073207139968872},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17572584748268127},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10355961322784424},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.09836956858634949},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07184520363807678}],"concepts":[{"id":"https://openalex.org/C191462741","wikidata":"https://www.wikidata.org/wiki/Q6795902","display_name":"Maximum likelihood sequence estimation","level":3,"score":0.8546648025512695},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.629338264465332},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5781983733177185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5284616351127625},{"id":"https://openalex.org/C2776951270","wikidata":"https://www.wikidata.org/wiki/Q8026910","display_name":"Wireline","level":3,"score":0.49286985397338867},{"id":"https://openalex.org/C67545415","wikidata":"https://www.wikidata.org/wiki/Q5384218","display_name":"Equalizer","level":3,"score":0.46885618567466736},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4481180012226105},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4258873462677002},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36021825671195984},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.3016623258590698},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27729368209838867},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25682926177978516},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24528655409812927},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18073207139968872},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17572584748268127},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10355961322784424},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.09836956858634949},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07184520363807678},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcas.2022.3173686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcas.2022.3173686","pdf_url":"https://ieeexplore.ieee.org/ielx7/8784029/8999500/09772752.pdf","source":{"id":"https://openalex.org/S4210192473","display_name":"IEEE Open Journal of Circuits and Systems","issn_l":"2644-1225","issn":["2644-1225"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of Circuits and Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f58e82f6811545ca9bb4efa7376364e4","is_oa":true,"landing_page_url":"https://doaj.org/article/f58e82f6811545ca9bb4efa7376364e4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of Circuits and Systems, Vol 3, Pp 97-108 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcas.2022.3173686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcas.2022.3173686","pdf_url":"https://ieeexplore.ieee.org/ielx7/8784029/8999500/09772752.pdf","source":{"id":"https://openalex.org/S4210192473","display_name":"IEEE Open Journal of Circuits and Systems","issn_l":"2644-1225","issn":["2644-1225"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of Circuits and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8284766523","display_name":null,"funder_award_id":"(NSERC)","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320310709","display_name":"CMC Microsystems","ror":"https://ror.org/03k70ea39"},{"id":"https://openalex.org/F4320322183","display_name":"Huawei Technologies","ror":"https://ror.org/00cmhce21"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285277777.pdf","grobid_xml":"https://content.openalex.org/works/W4285277777.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2102461235","https://openalex.org/W2120680665","https://openalex.org/W2125540128","https://openalex.org/W2130008580","https://openalex.org/W2134938338","https://openalex.org/W2142384583","https://openalex.org/W2165988944","https://openalex.org/W2166304381","https://openalex.org/W2175394431","https://openalex.org/W2535384136","https://openalex.org/W2774723648","https://openalex.org/W2781943524","https://openalex.org/W2789218021","https://openalex.org/W2889233997","https://openalex.org/W2901452097","https://openalex.org/W2921562438","https://openalex.org/W2927987852","https://openalex.org/W2972781853","https://openalex.org/W2982280574","https://openalex.org/W3015421532","https://openalex.org/W3015563675","https://openalex.org/W3016099273","https://openalex.org/W3133570290","https://openalex.org/W3135215869","https://openalex.org/W3135483926","https://openalex.org/W3135567101","https://openalex.org/W6636208246"],"related_works":["https://openalex.org/W2769133487","https://openalex.org/W2120595071","https://openalex.org/W3139607207","https://openalex.org/W2090147078","https://openalex.org/W2162925157","https://openalex.org/W1600683375","https://openalex.org/W2162067268","https://openalex.org/W2155160077","https://openalex.org/W2978085921","https://openalex.org/W2353424004"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,44,61,97],"novel":[4],"design":[5,40,78],"for":[6,43],"Maximum":[7],"Likelihood":[8],"Sequence":[9],"Estimation":[10],"(MLSE)":[11],"used":[12],"in":[13,53,67],"ultra-high-speed":[14],"wireline":[15],"communication.":[16],"We":[17],"take":[18],"advantage":[19],"of":[20,81,87],"the":[21,33,68,76,82,88,92],"propagated":[22],"errors":[23],"caused":[24],"by":[25,91],"Decision-Feedback":[26],"Equalizer":[27],"(DFE)":[28],"to":[29],"activate":[30],"and":[31,51,84],"guide":[32],"MLSE,":[34],"thereby":[35],"reducing":[36],"its":[37],"complexity.":[38],"The":[39,71],"is":[41,64],"customized":[42],"4-PAM,":[45],"1":[46],"+":[47],"D":[48],"signaling":[49],"system,":[50],"synthesized":[52,66],"16nm":[54],"FinFET":[55],"TSMC":[56],"Technology.":[57],"For":[58],"comparison":[59],"purposes,":[60],"conventional":[62,93],"MLSE":[63,94],"also":[65],"same":[69],"technology.":[70],"synthesis":[72],"report":[73],"confirms":[74],"that":[75],"proposed":[77],"consumes":[79],"1/10":[80],"power":[83],"occupies":[85],"1/15":[86],"area":[89],"required":[90],"while":[95],"having":[96],"comparable":[98],"bit":[99],"error":[100],"rate.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
