{"id":"https://openalex.org/W3197883090","doi":"https://doi.org/10.1109/lgrs.2021.3105145","title":"The Effectiveness and Application of the Gradient Sparse Regularization-Based Deconvolution Method","display_name":"The Effectiveness and Application of the Gradient Sparse Regularization-Based Deconvolution Method","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3197883090","doi":"https://doi.org/10.1109/lgrs.2021.3105145","mag":"3197883090"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2021.3105145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3105145","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5102932803","display_name":"Dan Jin","orcid":"https://orcid.org/0000-0002-5468-4669"},"institutions":[{"id":"https://openalex.org/I4210165649","display_name":"China Coal Research Institute (China)","ror":"https://ror.org/05dy2c135","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210165649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Jin","raw_affiliation_strings":["Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","Xian Research Institute of China Coal Research Institute, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5468-4669","affiliations":[{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210165649"]},{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi'an, China","institution_ids":["https://openalex.org/I4210165649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451794","display_name":"Baoli Wang","orcid":"https://orcid.org/0000-0003-1437-6095"},"institutions":[{"id":"https://openalex.org/I4210165649","display_name":"China Coal Research Institute (China)","ror":"https://ror.org/05dy2c135","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210165649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoli Wang","raw_affiliation_strings":["Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","Xian Research Institute of China Coal Research Institute, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210165649"]},{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi'an, China","institution_ids":["https://openalex.org/I4210165649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001833228","display_name":"Xuqian Dou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165649","display_name":"China Coal Research Institute (China)","ror":"https://ror.org/05dy2c135","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210165649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuqian Dou","raw_affiliation_strings":["Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","Xian Research Institute of China Coal Research Institute, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210165649"]},{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi'an, China","institution_ids":["https://openalex.org/I4210165649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779076","display_name":"Shuwei Wang","orcid":"https://orcid.org/0000-0003-2257-6927"},"institutions":[{"id":"https://openalex.org/I4210165649","display_name":"China Coal Research Institute (China)","ror":"https://ror.org/05dy2c135","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210165649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuwei Wang","raw_affiliation_strings":["Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","Xian Research Institute of China Coal Research Institute, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210165649"]},{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi'an, China","institution_ids":["https://openalex.org/I4210165649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056958899","display_name":"Min Zhi","orcid":"https://orcid.org/0009-0001-3069-8628"},"institutions":[{"id":"https://openalex.org/I4210165649","display_name":"China Coal Research Institute (China)","ror":"https://ror.org/05dy2c135","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210165649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhi","raw_affiliation_strings":["Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","Xian Research Institute of China Coal Research Institute, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210165649"]},{"raw_affiliation_string":"Xian Research Institute of China Coal Research Institute, Xi'an, China","institution_ids":["https://openalex.org/I4210165649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210165649"],"apc_list":null,"apc_paid":null,"fwci":0.3452,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53939429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9994000196456909,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8206044435501099},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6048402786254883},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.5696280002593994},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.5104212164878845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4918642044067383},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47282087802886963},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.46961385011672974},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.43988341093063354},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3778746724128723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3567337393760681},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.18585827946662903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15534618496894836}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8206044435501099},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6048402786254883},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.5696280002593994},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.5104212164878845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4918642044067383},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47282087802886963},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.46961385011672974},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.43988341093063354},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3778746724128723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3567337393760681},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.18585827946662903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15534618496894836},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2021.3105145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3105145","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3654486448","display_name":null,"funder_award_id":"2020JM-714","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G752147682","display_name":null,"funder_award_id":"2021JQ-949","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G8568137622","display_name":"\u91c7\u7164\u5de5\u4f5c\u9762\u69fd\u6ce2\u591a\u5c5e\u6027\u5b9a\u91cf\u63a2\u6d4b\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"42074175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1999432499","https://openalex.org/W2000046278","https://openalex.org/W2019024593","https://openalex.org/W2033366618","https://openalex.org/W2046907657","https://openalex.org/W2050847261","https://openalex.org/W2055358802","https://openalex.org/W2075020485","https://openalex.org/W2087054292","https://openalex.org/W2100556411","https://openalex.org/W2141713516","https://openalex.org/W2143504795","https://openalex.org/W2156054565","https://openalex.org/W2193275796","https://openalex.org/W2384778437","https://openalex.org/W2550543467","https://openalex.org/W2737396798","https://openalex.org/W2806533309","https://openalex.org/W2975530860"],"related_works":["https://openalex.org/W4250106855","https://openalex.org/W2037261263","https://openalex.org/W3149087629","https://openalex.org/W4231036715","https://openalex.org/W2032074591","https://openalex.org/W1986156575","https://openalex.org/W3193619106","https://openalex.org/W2751689993","https://openalex.org/W1966302070","https://openalex.org/W2782547861"],"abstract_inverted_index":{"Sparse":[0],"constraint-based":[1],"deconvolution":[2,45],"can":[3,56],"break":[4],"through":[5],"the":[6,9,18,25,34,38,48,59,62,69,104,123,131,136,140,145,151,155,158,161,168,172,177,185,192,214,221,226],"limitation":[7],"of":[8,13,20,37,40,61,71,125,135,144,154,157,171,179,191,225],"effective":[10],"frequency":[11],"band":[12],"seismic":[14,41],"data":[15,199],"and":[16,43,107,182,189,197,207,223,229],"enable":[17],"acquisition":[19,60],"higher":[21],"resolution":[22],"data.":[23],"Further,":[24,149],"<inline-formula":[26,49,86],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[27,50,87],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[28,51,88],"<tex-math":[29,52,89],"notation=\"LaTeX\">$L_{0}$":[30,53,90],"</tex-math></inline-formula>":[31,54,91],"-norm":[32,55,92],"is":[33,100,204],"best":[35],"measure":[36],"sparsity":[39],"data,":[42],"sparse":[44,93,133,142],"based":[46,84],"on":[47,85],"lead":[57],"to":[58,102,121,139,167],"sparsest":[63],"solution.":[64],"This":[65],"method,":[66,98],"which":[67],"has":[68,76,109],"advantage":[70],"a":[72,209],"simple":[73],"solution":[74],"form,":[75],"been":[77,110],"widely":[78],"used":[79],"in":[80,219],"iterative":[81,152],"hard-threshold":[82],"algorithms":[83],"deconvolution.":[94,119],"However,":[95],"with":[96],"this":[97,202],"it":[99,108],"difficult":[101],"select":[103],"appropriate":[105],"threshold,":[106,128],"demonstrated":[111],"that":[112,201],"selecting":[113],"an":[114,126],"inappropriate":[115,127],"threshold":[116],"significantly":[117,183],"influences":[118],"Therefore,":[120],"avoid":[122],"selection":[124],"we":[129],"changed":[130],"conventional":[132],"regularization":[134,143],"reflection":[137,146,159,227],"coefficient":[138,147],"adaptive":[141],"gradient.":[148],"via":[150],"retention":[153],"gradient":[156,163,170],"coefficient,":[160,228],"large":[162],"was":[164,233],"gradually":[165],"iterated":[166],"small":[169],"weak":[173,180],"signal,":[174],"while":[175],"avoiding":[176],"loss":[178],"signals":[181],"improving":[184],"computational":[186],"efficiency,":[187],"accuracy,":[188],"adaptability":[190],"method.":[193],"Furthermore,":[194],"both":[195],"synthetic":[196],"field":[198],"indicated":[200],"method":[203,215],"highly":[205],"adaptable":[206],"possesses":[208],"good":[210],"convergence":[211],"speed.":[212],"Additionally,":[213],"showed":[216],"high":[217],"accuracy":[218],"extracting":[220],"amplitude":[222],"position":[224],"its":[230],"antinoise":[231],"performance":[232],"also":[234],"good.":[235]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
