{"id":"https://openalex.org/W4402265253","doi":"https://doi.org/10.1109/igarss53475.2024.10640933","title":"Raw Data Compression Exploiting Model-Based Approaches and Artificial Intelligence For Present And Next-Generation SAR Systems","display_name":"Raw Data Compression Exploiting Model-Based Approaches and Artificial Intelligence For Present And Next-Generation SAR Systems","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402265253","doi":"https://doi.org/10.1109/igarss53475.2024.10640933"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640933","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://elib.dlr.de/204120/1/IGARSS24_Martone.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011617762","display_name":"Michele Martone","orcid":"https://orcid.org/0000-0002-4601-6599"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michele Martone","raw_affiliation_strings":["Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234"],"affiliations":[{"raw_affiliation_string":"Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001633747","display_name":"Nicola Gollin","orcid":"https://orcid.org/0000-0003-0477-3273"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nicola Gollin","raw_affiliation_strings":["Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234"],"affiliations":[{"raw_affiliation_string":"Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023980873","display_name":"Paola Rizzoli","orcid":"https://orcid.org/0000-0001-9118-2732"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paola Rizzoli","raw_affiliation_strings":["Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234"],"affiliations":[{"raw_affiliation_string":"Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038360917","display_name":"Gerhard Krieger","orcid":"https://orcid.org/0000-0002-4548-0285"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Krieger","raw_affiliation_strings":["Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234"],"affiliations":[{"raw_affiliation_string":"Microwaves and Radar Institute,German Aerospace Center (DLR),Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065689972","display_name":"Max Ghiglione","orcid":"https://orcid.org/0000-0001-6208-0745"},"institutions":[{"id":"https://openalex.org/I44377176","display_name":"European Space Research and Technology Centre","ror":"https://ror.org/03h3jqn23","country_code":"NL","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I44377176"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Max Ghiglione","raw_affiliation_strings":["European Space Agency (ESA),Radio Frequency Payloads and Technology Division,Noordwijk,The Netherlands,2200"],"affiliations":[{"raw_affiliation_string":"European Space Agency (ESA),Radio Frequency Payloads and Technology Division,Noordwijk,The Netherlands,2200","institution_ids":["https://openalex.org/I44377176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089064242","display_name":"Ernesto Imbembo","orcid":"https://orcid.org/0000-0002-9033-6901"},"institutions":[{"id":"https://openalex.org/I44377176","display_name":"European Space Research and Technology Centre","ror":"https://ror.org/03h3jqn23","country_code":"NL","type":"government","lineage":["https://openalex.org/I2801994115","https://openalex.org/I44377176"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ernesto Imbembo","raw_affiliation_strings":["European Space Agency (ESA),Radio Frequency Payloads and Technology Division,Noordwijk,The Netherlands,2200"],"affiliations":[{"raw_affiliation_string":"European Space Agency (ESA),Radio Frequency Payloads and Technology Division,Noordwijk,The Netherlands,2200","institution_ids":["https://openalex.org/I44377176"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011617762"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20414666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2550","last_page":"2554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9973999857902527,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7571794390678406},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5529537200927734},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5317596197128296},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.49534884095191956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4567311108112335},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.45186856389045715},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.41404667496681213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3271050751209259},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14749184250831604}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571794390678406},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5529537200927734},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5317596197128296},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.49534884095191956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4567311108112335},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.45186856389045715},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.41404667496681213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3271050751209259},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14749184250831604},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640933","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:204120","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Konferenzbeitrag"},{"id":"pmh:oai:elib.dlr.de:204120","is_oa":true,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10640933>.","pdf_url":"https://elib.dlr.de/204120/1/IGARSS24_Martone.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"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":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:elib.dlr.de:204120","is_oa":true,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10640933>.","pdf_url":"https://elib.dlr.de/204120/1/IGARSS24_Martone.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"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":"PeerReviewed"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402265253.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1968374390","https://openalex.org/W1997921658","https://openalex.org/W1999728008","https://openalex.org/W2102788701","https://openalex.org/W2140990782","https://openalex.org/W2946156508","https://openalex.org/W3008459801","https://openalex.org/W3128476715","https://openalex.org/W3214953536","https://openalex.org/W4285180639","https://openalex.org/W4387801819","https://openalex.org/W4387802511","https://openalex.org/W6845532002"],"related_works":["https://openalex.org/W3012838233","https://openalex.org/W4252510819","https://openalex.org/W2355001665","https://openalex.org/W2158111730","https://openalex.org/W2330446075","https://openalex.org/W2372888426","https://openalex.org/W2612632602","https://openalex.org/W2321805087","https://openalex.org/W3094550016","https://openalex.org/W3163198039"],"abstract_inverted_index":{"Present":[0],"and":[1,24,26,33,47,80,107,111,117,134],"next-generation":[2],"synthetic":[3],"aperture":[4],"radar":[5],"(SAR)":[6],"missions":[7],"require":[8],"an":[9,61],"increasing":[10],"volume":[11,123],"of":[12,19,44,55,63,71,77,97,104,115,128,144],"onboard":[13,45],"data,":[14],"due":[15],"to":[16,39],"the":[17,52,56,69,75,78,101,108,113,126,142,145],"employment":[18],"large":[20,27],"bandwidths,":[21],"multiple":[22],"channels":[23],"polarizations,":[25],"swath":[28],"widths":[29],"acquired":[30],"by":[31],"bi-":[32],"multi-static":[34],"sensor":[35],"configurations.":[36],"This":[37,83],"leads":[38],"stringent":[40],"requirements":[41],"in":[42,125],"terms":[43],"memory":[46],"downlink":[48],"capacity,":[49],"hence":[50],"making":[51],"proper":[53],"quantization":[54],"SAR":[57,79,90],"raw":[58,91],"data":[59,72,92,122,138],"represents":[60],"task":[62],"utmost":[64],"importance,":[65],"as":[66],"it":[67],"affects":[68],"amount":[70],"but":[73],"also":[74],"quality":[76],"InSAR":[81],"products.":[82],"paper":[84],"presents":[85],"novel":[86],"methods":[87],"for":[88,100,121],"efficient":[89],"compression,":[93],"which":[94],"make":[95],"use":[96],"artificial":[98],"intelligence":[99],"joint":[102],"optimization":[103],"bitrate":[105],"allocation":[106],"resulting":[109],"performance":[110],"exploit":[112],"potential":[114],"transform":[116],"predictive":[118],"coding":[119],"schemes":[120],"reduction":[124],"context":[127],"multi-azimuth":[129],"channel":[130],"(MAC)":[131],"SAR.":[132],"Simulations":[133],"analyses":[135],"on":[136],"real":[137],"are":[139],"presented,":[140],"showing":[141],"suitability":[143],"proposed":[146],"methods.":[147]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
