{"id":"https://openalex.org/W4372260399","doi":"https://doi.org/10.1109/icassp49357.2023.10094669","title":"Sparse Bayesian Learning Based Three-Dimensional Imaging for Antenna Array Radar","display_name":"Sparse Bayesian Learning Based Three-Dimensional Imaging for Antenna Array Radar","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372260399","doi":"https://doi.org/10.1109/icassp49357.2023.10094669"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10094669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-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/A5100332399","display_name":"Yuhan Li","orcid":"https://orcid.org/0000-0002-5507-2162"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Li","raw_affiliation_strings":["Xiamen University,School of Information,China","School of Information, Xiamen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Information,China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"School of Information, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041263382","display_name":"Jesper Rindom Jensen","orcid":"https://orcid.org/0000-0001-6023-8270"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jesper Rindom Jensen","raw_affiliation_strings":["Aalborg University,Audio Analysis Lab, CREATE,Denmark","Audio Analysis Lab, CREATE, Aalborg University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalborg University,Audio Analysis Lab, CREATE,Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Audio Analysis Lab, CREATE, Aalborg University, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070470546","display_name":"Maozhong Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maozhong Fu","raw_affiliation_strings":["Xiamen University of Technology,School of Optoelectronic and Communication Engineering,Xiamen,China","School of Optoelectronic and Communication Engineering, Xiamen University of Technology, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University of Technology,School of Optoelectronic and Communication Engineering,Xiamen,China","institution_ids":["https://openalex.org/I75867142"]},{"raw_affiliation_string":"School of Optoelectronic and Communication Engineering, Xiamen University of Technology, Xiamen, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006947279","display_name":"Zhenmiao Deng","orcid":"https://orcid.org/0000-0002-9054-6853"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenmiao Deng","raw_affiliation_strings":["Sun Yat-sen University,School of Electronics and Communication Engineering,China","School of Electronics and Communication Engineering, Sun Yat-sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Electronics and Communication Engineering,China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026658144","display_name":"Mads Gr\u00e6sb\u00f8ll Christensen","orcid":"https://orcid.org/0000-0003-3586-7969"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mads Gr\u00e6sb\u00f8ll Christensen","raw_affiliation_strings":["Aalborg University,Audio Analysis Lab, CREATE,Denmark","Audio Analysis Lab, CREATE, Aalborg University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalborg University,Audio Analysis Lab, CREATE,Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Audio Analysis Lab, CREATE, Aalborg University, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.781,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82619527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983999729156494,"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.995199978351593,"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/computer-science","display_name":"Computer science","score":0.7480635643005371},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.6632000207901001},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5879777669906616},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5844801068305969},{"id":"https://openalex.org/keywords/inverse-synthetic-aperture-radar","display_name":"Inverse synthetic aperture radar","score":0.5598416924476624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5362823009490967},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.519317090511322},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5116851329803467},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.49630147218704224},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48394253849983215},{"id":"https://openalex.org/keywords/sparse-array","display_name":"Sparse array","score":0.4756588339805603},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.44859564304351807},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.44380685687065125},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.43320998549461365},{"id":"https://openalex.org/keywords/antenna-array","display_name":"Antenna array","score":0.431751012802124},{"id":"https://openalex.org/keywords/side-looking-airborne-radar","display_name":"Side looking airborne radar","score":0.413749635219574},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32477623224258423},{"id":"https://openalex.org/keywords/radar-engineering-details","display_name":"Radar engineering details","score":0.30262491106987},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16866618394851685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13790777325630188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480635643005371},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.6632000207901001},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5879777669906616},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5844801068305969},{"id":"https://openalex.org/C109094680","wikidata":"https://www.wikidata.org/wiki/Q6060432","display_name":"Inverse synthetic aperture radar","level":4,"score":0.5598416924476624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5362823009490967},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.519317090511322},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5116851329803467},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.49630147218704224},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48394253849983215},{"id":"https://openalex.org/C145177509","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse array","level":2,"score":0.4756588339805603},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.44859564304351807},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.44380685687065125},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.43320998549461365},{"id":"https://openalex.org/C62191587","wikidata":"https://www.wikidata.org/wiki/Q4771249","display_name":"Antenna array","level":3,"score":0.431751012802124},{"id":"https://openalex.org/C62282787","wikidata":"https://www.wikidata.org/wiki/Q831483","display_name":"Side looking airborne radar","level":5,"score":0.413749635219574},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32477623224258423},{"id":"https://openalex.org/C134406370","wikidata":"https://www.wikidata.org/wiki/Q832005","display_name":"Radar engineering details","level":4,"score":0.30262491106987},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16866618394851685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13790777325630188},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49357.2023.10094669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/ae238c27-b9af-454d-b776-5282055ef165","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/ae238c27-b9af-454d-b776-5282055ef165","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Li , Y , Jensen , J R , Fu , M , Deng , Z & Christensen , M G 2023 , Sparse Bayesian Learning Based Three-Dimensional Imaging for Antenna Array Radar . in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings . IEEE Signal Processing Society , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , vol. 2023-June , 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 , Rhodes Island , Greece , 04/06/2023 . https://doi.org/10.1109/ICASSP49357.2023.10094669","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1995691260","https://openalex.org/W1997122422","https://openalex.org/W2014601006","https://openalex.org/W2071192218","https://openalex.org/W2083042020","https://openalex.org/W2088525693","https://openalex.org/W2115606304","https://openalex.org/W2120596570","https://openalex.org/W2131805207","https://openalex.org/W2141171639","https://openalex.org/W2161035945","https://openalex.org/W2252661046","https://openalex.org/W2290170958","https://openalex.org/W2615392485","https://openalex.org/W2774175872","https://openalex.org/W2883366381","https://openalex.org/W2917065813","https://openalex.org/W2921794940","https://openalex.org/W3098352114","https://openalex.org/W3157157573"],"related_works":["https://openalex.org/W4388207922","https://openalex.org/W4403511337","https://openalex.org/W1994788526","https://openalex.org/W2112228652","https://openalex.org/W2108352898","https://openalex.org/W2051410394","https://openalex.org/W2108697546","https://openalex.org/W2383271330","https://openalex.org/W1915418828","https://openalex.org/W3144639622"],"abstract_inverted_index":{"In":[0,21],"recent":[1],"years,":[2],"the":[3,43,63,65,74,85],"development":[4],"of":[5,17,45,92],"compressed":[6],"sensing":[7],"and":[8,48,96],"sparse":[9,33],"representation":[10],"provide":[11],"us":[12],"with":[13,55],"a":[14,26,32,77],"broader":[15],"perspective":[16],"three-dimensional":[18],"(3-D)":[19],"imaging.":[20],"this":[22],"work,":[23],"we":[24],"propose":[25],"3-D":[27,93],"imaging":[28,94],"method":[29,67,87],"based":[30],"on":[31],"Bayesian":[34],"learning(SBL)":[35],"framework":[36],"for":[37],"antenna":[38],"array":[39],"radar.":[40],"It":[41],"solves":[42],"problem":[44,52],"long-term":[46],"accumulation":[47],"complicated":[49],"motion":[50],"compensation":[51],"that":[53,84],"occurs":[54],"interferometric":[56],"inverse":[57],"synthetic":[58],"aperture":[59],"radar":[60],"(InISAR).":[61],"Using":[62],"framework,":[64],"proposed":[66,86],"can":[68],"automatically":[69],"learn":[70],"optimal":[71],"hyper-parameters":[72],"from":[73],"data":[75],"at":[76],"low":[78],"computational":[79,97],"cost.":[80],"Experimental":[81],"results":[82],"show":[83],"has":[88],"advantages":[89],"in":[90],"terms":[91],"accuracy":[95],"efficiency":[98],"compared":[99],"to":[100],"existing":[101],"methods.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}