{"id":"https://openalex.org/W2029495000","doi":"https://doi.org/10.1109/tcsi.2013.2278353","title":"Model Predictive Control Equalization for High-Speed I/O Links","display_name":"Model Predictive Control Equalization for High-Speed I/O Links","publication_year":2013,"publication_date":"2013-09-05","ids":{"openalex":"https://openalex.org/W2029495000","doi":"https://doi.org/10.1109/tcsi.2013.2278353","mag":"2029495000"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2013.2278353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2013.2278353","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems I: Regular Papers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/82378","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044057726","display_name":"Amr Suleiman","orcid":"https://orcid.org/0000-0003-3669-4318"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amr Suleiman","raw_affiliation_strings":["Department of EECS, Massachusetts Institute of Technology, Cambridge, USA","Dept. of EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS, Massachusetts Institute of Technology, Cambridge, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Dept. of EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031843310","display_name":"Ranko Sredojevi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ranko Sredojevic","raw_affiliation_strings":["Department of EECS, Massachusetts Institute of Technology, Cambridge, MA, USA","Dept. of EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Dept. of EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025438151","display_name":"Vladimir Stojanovi\u0107","orcid":"https://orcid.org/0000-0001-7233-6863"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Stojanovic","raw_affiliation_strings":["Department of EECS, Massachusetts Institute of Technology, Cambridge, USA","Dept. of EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS, Massachusetts Institute of Technology, Cambridge, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Dept. of EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.732,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74601422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"61","issue":"2","first_page":"371","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9842000007629395,"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"}},"topics":[{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9842000007629395,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10175","display_name":"Advanced DC-DC Converters","score":0.9617999792098999,"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/model-predictive-control","display_name":"Model predictive control","score":0.7811149954795837},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.7051324844360352},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6703293323516846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.661522388458252},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.6110860109329224},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5205067992210388},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4878885746002197},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4639975428581238},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3996681571006775},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3331359624862671},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26362308859825134},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16247642040252686},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1547403633594513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1350855827331543}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7811149954795837},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.7051324844360352},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6703293323516846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661522388458252},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.6110860109329224},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5205067992210388},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4878885746002197},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4639975428581238},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3996681571006775},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3331359624862671},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26362308859825134},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16247642040252686},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1547403633594513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1350855827331543},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsi.2013.2278353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2013.2278353","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems I: Regular Papers","raw_type":"journal-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/82378","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/82378","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/82378","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/82378","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W308556676","https://openalex.org/W1579530897","https://openalex.org/W2021025743","https://openalex.org/W2034940072","https://openalex.org/W2039559406","https://openalex.org/W2064733273","https://openalex.org/W2105637286","https://openalex.org/W2110101039","https://openalex.org/W2111348961","https://openalex.org/W2113642685","https://openalex.org/W2115657122","https://openalex.org/W2118804941","https://openalex.org/W2124367688","https://openalex.org/W2125609692","https://openalex.org/W2128133840","https://openalex.org/W2142184691","https://openalex.org/W2149070659","https://openalex.org/W2149989066","https://openalex.org/W2150359820","https://openalex.org/W2160712828","https://openalex.org/W2162027446","https://openalex.org/W2296108426","https://openalex.org/W2536620281","https://openalex.org/W2752210974","https://openalex.org/W4236555067","https://openalex.org/W4239091598","https://openalex.org/W6655488969","https://openalex.org/W6676956740","https://openalex.org/W6728664312"],"related_works":["https://openalex.org/W2355663289","https://openalex.org/W2106913410","https://openalex.org/W4380372336","https://openalex.org/W2354248671","https://openalex.org/W2359134391","https://openalex.org/W2594116857","https://openalex.org/W1990079087","https://openalex.org/W2947628004","https://openalex.org/W2935229758","https://openalex.org/W2352791832"],"abstract_inverted_index":{"In":[0],"this":[1,83],"work,":[2],"we":[3],"formulate":[4],"a":[5,23,76],"new,":[6],"nonlinear,":[7],"and":[8,67,117,120],"time-variant":[9],"transmitter":[10,111,131],"equalization":[11,107,128],"method":[12],"based":[13],"on":[14,65],"the":[15,30,50,70,73,92,102,125,136],"Model":[16],"Predictive":[17],"Control":[18],"(MPC)":[19],"algorithm.":[20],"MPC":[21,51,88,106,147],"is":[22,34,57],"class":[24],"of":[25,49,72,145],"control":[26,32,44,91],"algorithms":[27],"in":[28,52,149],"which":[29],"current":[31],"action":[33],"obtained":[35],"by":[36],"solving,":[37],"perhaps":[38],"approximately,":[39],"an":[40],"online":[41],"open-loop":[42],"optimal":[43],"problem.":[45],"One":[46],"important":[47],"advantage":[48],"peak-power":[53],"constrained":[54],"link":[55],"environment":[56],"its":[58],"ability":[59],"to":[60,85,124],"cope":[61],"with":[62],"hard":[63],"constraints":[64],"controls":[66],"states.":[68],"Knowing":[69],"state":[71],"channel":[74],"enables":[75],"very":[77,122],"fine":[78],"nonlinear":[79],"equalization.":[80],"We":[81,133],"utilize":[82],"flexibility":[84],"create":[86],"various":[87],"formulations":[89],"that":[90,141],"entire":[93],"eye-mask,":[94],"receive":[95],"signal":[96],"dynamic":[97],"range":[98],"as":[99,101,114],"well":[100],"required":[103],"quantization.":[104],"Our":[105],"significantly":[108],"outperforms":[109],"traditional":[110],"techniques":[112,140],"such":[113],"linear":[115],"feed-forward":[116],"Tomlinson-Harashima":[118],"equalizers,":[119],"gets":[121],"close":[123],"optimized":[126],"decision-feedback":[127],"at":[129],"lower":[130],"resolutions.":[132],"also":[134],"describe":[135],"possible":[137],"complexity":[138],"reduction":[139],"enable":[142],"efficient":[143],"implementation":[144],"our":[146],"algorithm":[148],"hardware.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
