{"id":"https://openalex.org/W2141348453","doi":"https://doi.org/10.1109/tasl.2010.2040523","title":"Sound Field Reproduction using the Lasso","display_name":"Sound Field Reproduction using the Lasso","publication_year":2010,"publication_date":"2010-04-07","ids":{"openalex":"https://openalex.org/W2141348453","doi":"https://doi.org/10.1109/tasl.2010.2040523","mag":"2141348453"},"language":"en","primary_location":{"id":"doi:10.1109/tasl.2010.2040523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tasl.2010.2040523","pdf_url":null,"source":{"id":"https://openalex.org/S199497470","display_name":"IEEE Transactions on Audio Speech and Language Processing","issn_l":"1558-7916","issn":["1558-7916","1558-7924"],"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 Audio, Speech, and Language Processing","raw_type":"journal-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/A5007884918","display_name":"Georgios N. Lilis","orcid":"https://orcid.org/0000-0002-0642-5291"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"G N Lilis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA","Dept. of Electr. & Comput. Eng, Univ. of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng, Univ. of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055794224","display_name":"Daniele Angelosante","orcid":"https://orcid.org/0000-0001-6570-6256"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D Angelosante","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA","Dept. of Electr. & Comput. Eng, Univ. of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng, Univ. of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026758314","display_name":"Georgios B. Giannakis","orcid":"https://orcid.org/0000-0002-0196-0260"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G B Giannakis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA","Dept. of Electr. & Comput. Eng, Univ. of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng, Univ. of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007884918"],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":null,"apc_paid":null,"fwci":6.0872,"has_fulltext":false,"cited_by_count":116,"citation_normalized_percentile":{"value":0.96957958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"8","first_page":"1902","last_page":"1912"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9997000098228455,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/loudspeaker","display_name":"Loudspeaker","score":0.9265094995498657},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.8477905988693237},{"id":"https://openalex.org/keywords/directional-sound","display_name":"Directional sound","score":0.5927278399467468},{"id":"https://openalex.org/keywords/sound-recording-and-reproduction","display_name":"Sound recording and reproduction","score":0.5648550391197205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5632650852203369},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5625121593475342},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.47118547558784485},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.46956896781921387},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.46314239501953125},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.4603756070137024},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.458945631980896},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32893264293670654},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31283605098724365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.253277450799942},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.12016686797142029},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10849645733833313}],"concepts":[{"id":"https://openalex.org/C157138929","wikidata":"https://www.wikidata.org/wiki/Q570","display_name":"Loudspeaker","level":2,"score":0.9265094995498657},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.8477905988693237},{"id":"https://openalex.org/C104138954","wikidata":"https://www.wikidata.org/wiki/Q5280449","display_name":"Directional sound","level":3,"score":0.5927278399467468},{"id":"https://openalex.org/C128422554","wikidata":"https://www.wikidata.org/wiki/Q20077126","display_name":"Sound recording and reproduction","level":2,"score":0.5648550391197205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5632650852203369},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5625121593475342},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.47118547558784485},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46956896781921387},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.46314239501953125},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.4603756070137024},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.458945631980896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32893264293670654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31283605098724365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.253277450799942},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.12016686797142029},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10849645733833313},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tasl.2010.2040523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tasl.2010.2040523","pdf_url":null,"source":{"id":"https://openalex.org/S199497470","display_name":"IEEE Transactions on Audio Speech and Language Processing","issn_l":"1558-7916","issn":["1558-7916","1558-7924"],"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 Audio, Speech, and Language Processing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.212.9773","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.212.9773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://spincom.umn.edu/papers04/tasl2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1480767700","https://openalex.org/W1514402274","https://openalex.org/W1554944419","https://openalex.org/W1791694204","https://openalex.org/W1963840662","https://openalex.org/W1989933849","https://openalex.org/W2025480381","https://openalex.org/W2028781966","https://openalex.org/W2043478128","https://openalex.org/W2059929791","https://openalex.org/W2063978378","https://openalex.org/W2073738917","https://openalex.org/W2079556846","https://openalex.org/W2081843201","https://openalex.org/W2085221521","https://openalex.org/W2088545714","https://openalex.org/W2095225050","https://openalex.org/W2095462028","https://openalex.org/W2098012923","https://openalex.org/W2110403504","https://openalex.org/W2115962195","https://openalex.org/W2119667497","https://openalex.org/W2135046866","https://openalex.org/W2138019504","https://openalex.org/W2141047270","https://openalex.org/W2147656689","https://openalex.org/W2163985581","https://openalex.org/W2171033594","https://openalex.org/W2242672696","https://openalex.org/W2798766386","https://openalex.org/W3105543546","https://openalex.org/W4251405722","https://openalex.org/W4254313632","https://openalex.org/W6628691990","https://openalex.org/W6630776031","https://openalex.org/W6638381168"],"related_works":["https://openalex.org/W2314646506","https://openalex.org/W1978372668","https://openalex.org/W2106386991","https://openalex.org/W2109028901","https://openalex.org/W2372851484","https://openalex.org/W2387583959","https://openalex.org/W1992695655","https://openalex.org/W3007856945","https://openalex.org/W2158784770","https://openalex.org/W1830247332"],"abstract_inverted_index":{"Reproducing":[0],"a":[1,11,46,80,111],"sampled":[2],"sound":[3,39,75,121,138],"field":[4,40,76,122],"using":[5,44,88],"an":[6],"array":[7],"of":[8,99,136,147],"loudspeakers":[9],"is":[10,86,107],"problem":[12,84,104],"with":[13],"well-appreciated":[14],"applications":[15],"to":[16,74],"acoustics":[17],"and":[18,71,92,116,133],"ultrasound":[19],"treatment.":[20],"Loudspeaker":[21],"signal":[22],"design":[23],"has":[24],"traditionally":[25],"relied":[26],"on":[27,110],"(possibly":[28],"regularized)":[29],"least-squares":[30],"(LS)":[31],"criteria.":[32],"In":[33,140],"many":[34],"cases":[35],"however,":[36],"the":[37,59,89,100,103],"desired":[38],"can":[41],"be":[42],"reproduced":[43],"only":[45],"few":[47],"loudspeakers,":[48],"which":[49],"are":[50],"sparsely":[51],"distributed":[52],"in":[53,68],"space.":[54],"To":[55],"exploit":[56],"this":[57],"feature,":[58],"fresh":[60],"look":[61],"advocated":[62],"here":[63],"permeates":[64],"benefits":[65],"from":[66],"advances":[67],"variable":[69],"selection":[70,93],"compressive":[72],"sampling":[73],"synthesis":[77,143],"by":[78],"formulating":[79],"sparse":[81],"linear":[82],"regression":[83],"that":[85,119],"solved":[87],"least-absolute":[90],"shrinkage":[91],"operator":[94],"(Lasso).":[95],"An":[96],"efficient":[97],"implementation":[98],"Lasso":[101],"for":[102,134],"at":[105,130],"hand":[106],"developed":[108],"based":[109],"coordinate":[112],"descent":[113],"iteration.":[114],"Analysis":[115],"simulations":[117],"demonstrate":[118],"Lasso-based":[120,142],"reproduction":[123,135],"yields":[124],"better":[125],"performance":[126],"than":[127],"LS":[128],"especially":[129],"high":[131],"frequencies":[132],"under-sampled":[137],"fields.":[139],"addition,":[141],"enables":[144],"judicious":[145],"placement":[146],"loudspeaker":[148],"arrays.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}