{"id":"https://openalex.org/W3047086050","doi":"https://doi.org/10.1109/tsp.2021.3108095","title":"Optimal Data Detection and Signal Estimation in Systems With Input Noise","display_name":"Optimal Data Detection and Signal Estimation in Systems With Input Noise","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3047086050","doi":"https://doi.org/10.1109/tsp.2021.3108095","mag":"3047086050"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2021.3108095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2021.3108095","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2008.02337","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089959870","display_name":"Ramina Ghods","orcid":"https://orcid.org/0000-0001-8401-380X"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramina Ghods","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania, United States, (e-mail: rghods@cs.cmu.edu)","School of Electrical and Computer Engineering Cornell University Ithaca, NY USA"],"raw_orcid":"https://orcid.org/0000-0001-8401-380X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania, United States, (e-mail: rghods@cs.cmu.edu)","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering Cornell University Ithaca, NY USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053547219","display_name":"Charles Jeon","orcid":"https://orcid.org/0000-0001-8753-5080"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Jeon","raw_affiliation_strings":["School of Electrical and Computer Engineering, Cornell University, 5922 Ithaca, New York, United States, (e-mail: charles.g.jeon@gmail.com)","School of Electrical and Computer Engineering Cornell University Ithaca, NY USA"],"raw_orcid":"https://orcid.org/0000-0001-8753-5080","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Cornell University, 5922 Ithaca, New York, United States, (e-mail: charles.g.jeon@gmail.com)","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering Cornell University Ithaca, NY USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017771205","display_name":"Arian Maleki","orcid":"https://orcid.org/0000-0002-5626-5206"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arian Maleki","raw_affiliation_strings":["Department of Statistics, Columbia University, 5798 New York, New York, United States, (e-mail: arian@stat.columbia.edu)","Department of Statistics, Columbia University, #TAB##TAB##TAB##TAB##TAB##TAB#New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-5626-5206","affiliations":[{"raw_affiliation_string":"Department of Statistics, Columbia University, 5798 New York, New York, United States, (e-mail: arian@stat.columbia.edu)","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, #TAB##TAB##TAB##TAB##TAB##TAB#New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083617223","display_name":"Christoph Studer","orcid":"https://orcid.org/0000-0001-8950-6267"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Christoph Studer","raw_affiliation_strings":["Department of Information Technology and Electrical Engineering, ETH Zrich, 27219 Zurich, ZH, Switzerland, (e-mail: studer@cornell.edu)","Department of Information Technology and Electrical Engineering, ETH Zurich Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-8950-6267","affiliations":[{"raw_affiliation_string":"Department of Information Technology and Electrical Engineering, ETH Zrich, 27219 Zurich, ZH, Switzerland, (e-mail: studer@cornell.edu)","institution_ids":["https://openalex.org/I35440088","https://openalex.org/I205783295"]},{"raw_affiliation_string":"Department of Information Technology and Electrical Engineering, ETH Zurich Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00791608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"69","issue":null,"first_page":"5105","last_page":"5119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9994000196456909,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9993000030517578,"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/computer-science","display_name":"Computer science","score":0.73194420337677},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6849645376205444},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6276187300682068},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6090975999832153},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.5027194023132324},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.49874043464660645},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.4851970970630646},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.44742706418037415},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.43467244505882263},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.42183929681777954},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3986858129501343},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3583964705467224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21658915281295776},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16728520393371582},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.141647070646286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1146668791770935},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1134042739868164},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.10620686411857605},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.08408954739570618},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08234778046607971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73194420337677},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6849645376205444},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6276187300682068},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6090975999832153},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.5027194023132324},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.49874043464660645},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4851970970630646},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.44742706418037415},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.43467244505882263},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.42183929681777954},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3986858129501343},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3583964705467224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21658915281295776},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16728520393371582},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.141647070646286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1146668791770935},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1134042739868164},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.10620686411857605},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.08408954739570618},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08234778046607971},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tsp.2021.3108095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2021.3108095","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2008.02337","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.02337","pdf_url":"https://arxiv.org/pdf/2008.02337","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3047086050","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2008.02337","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/508247","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/508247","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Signal Processing, 69","raw_type":"info:eu-repo/semantics/acceptedVersion"},{"id":"doi:10.48550/arxiv.2008.02337","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2008.02337","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.3929/ethz-b-000508247","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000508247","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2008.02337","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.02337","pdf_url":"https://arxiv.org/pdf/2008.02337","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W150175414","https://openalex.org/W1500801837","https://openalex.org/W1523480885","https://openalex.org/W1676355938","https://openalex.org/W1766136606","https://openalex.org/W1979176817","https://openalex.org/W1980452149","https://openalex.org/W1986482555","https://openalex.org/W2012286544","https://openalex.org/W2017190463","https://openalex.org/W2018385545","https://openalex.org/W2054640142","https://openalex.org/W2054692642","https://openalex.org/W2075505133","https://openalex.org/W2082029531","https://openalex.org/W2102548003","https://openalex.org/W2115311685","https://openalex.org/W2129131372","https://openalex.org/W2137813581","https://openalex.org/W2138358551","https://openalex.org/W2141426461","https://openalex.org/W2145096794","https://openalex.org/W2145813819","https://openalex.org/W2156307401","https://openalex.org/W2157005274","https://openalex.org/W2157638198","https://openalex.org/W2164452299","https://openalex.org/W2166500259","https://openalex.org/W2166670884","https://openalex.org/W2168007631","https://openalex.org/W2175160295","https://openalex.org/W2258763791","https://openalex.org/W2295426907","https://openalex.org/W2296616510","https://openalex.org/W2320703891","https://openalex.org/W2492555704","https://openalex.org/W2610971674","https://openalex.org/W2736716203","https://openalex.org/W2898652932","https://openalex.org/W2951090971","https://openalex.org/W2963173414","https://openalex.org/W2963206527","https://openalex.org/W2963346020","https://openalex.org/W2964082107","https://openalex.org/W2965130990","https://openalex.org/W3023628608","https://openalex.org/W3098848552","https://openalex.org/W3101339175","https://openalex.org/W3103345129","https://openalex.org/W4250955649","https://openalex.org/W6631221417","https://openalex.org/W6675333382","https://openalex.org/W6755352495","https://openalex.org/W6781834362"],"related_works":["https://openalex.org/W3122525209","https://openalex.org/W2318721790","https://openalex.org/W190722663","https://openalex.org/W2534779232","https://openalex.org/W2936833480","https://openalex.org/W2184666033","https://openalex.org/W2979945893","https://openalex.org/W1992025166","https://openalex.org/W2133754389","https://openalex.org/W2969797631","https://openalex.org/W2949768570","https://openalex.org/W3182354833","https://openalex.org/W3192974405","https://openalex.org/W2950764210","https://openalex.org/W3166374981","https://openalex.org/W1645694082","https://openalex.org/W2795878496","https://openalex.org/W2781865769","https://openalex.org/W1582423988","https://openalex.org/W2004584480"],"abstract_inverted_index":{"Practical":[0],"systems":[1,80],"often":[2],"suffer":[3],"from":[4],"hardware":[5],"impairments":[6,20],"that":[7,111],"already":[8],"appear":[9],"during":[10],"signal":[11,22,43,83],"generation.":[12],"Despite":[13],"the":[14,30,63,96],"limiting":[15],"effect":[16],"of":[17,65],"such":[18],"input-noise":[19,59],"on":[21],"processing":[23],"systems,":[24],"they":[25],"are":[26],"routinely":[27],"ignored":[28],"in":[29,73,85,95,119],"literature.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35,67,91],"propose":[36],"an":[37],"algorithm":[38],"for":[39,99],"data":[40],"detection":[41,72],"and":[42,81],"estimation,":[44],"referred":[45],"to":[46,109],"as":[47],"Approximate":[48],"Message":[49],"Passing":[50],"with":[51],"Input":[52],"noise":[53],"(AMPI),":[54],"which":[55,100],"takes":[56],"into":[57],"account":[58],"impairments.":[60],"To":[61],"demonstrate":[62,110],"efficacy":[64],"AMPI,":[66],"investigate":[68],"two":[69],"applications:":[70],"Data":[71],"large":[74],"multiple-input":[75],"multiple":[76],"output":[77],"(MIMO)":[78],"wireless":[79],"sparse":[82],"recovery":[84],"compressive":[86],"sensing.":[87],"For":[88],"both":[89],"applications,":[90],"provide":[92],"precise":[93],"conditions":[94],"large-system":[97],"limit":[98],"AMPI":[101,112],"achieves":[102,113],"optimal":[103],"performance.":[104],"We":[105],"furthermore":[106],"use":[107],"simulations":[108],"near-optimal":[114],"performance":[115],"at":[116],"low":[117],"complexity":[118],"realistic,":[120],"finite-dimensional":[121],"systems.":[122]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}