{"created":"2023-06-20T14:54:23.644886+00:00","id":22738,"links":{},"metadata":{"_buckets":{"deposit":"49a1063b-e6b5-4b1a-adea-1a0823e369ae"},"_deposit":{"created_by":1,"id":"22738","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"22738"},"status":"published"},"_oai":{"id":"oai:jaxa.repo.nii.ac.jp:00022738","sets":["1887:1888"]},"author_link":["213343","213340","213341","213342","213346","213350","213351","213347","213349","213344","213345","213352","213348","213339"],"item_7_alternative_title_1":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"圧縮センシングを用いた気象用レーダの大容量観測データの圧縮"}]},"item_7_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2015-11-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"11","bibliographicPageEnd":"710","bibliographicPageStart":"704","bibliographicVolumeNumber":"135","bibliographic_titles":[{"bibliographic_title":"電気学会論文誌A （基礎・材料・共通部門誌）"},{"bibliographic_title":"IEEJ Transactions on Fundamentals and Materials","bibliographic_titleLang":"en"}]}]},"item_7_description_17":{"attribute_name":"抄録（英）","attribute_value_mlt":[{"subitem_description":"In Japan, severe weather phenomena such as heavy rains and tornados sometimes cause meteorological disasters. In many cases, these are micro scale phenomena in the sense of spatial and temporal resolutions, which make it difficult to detect them with conventional meteorological radars due to their insufficient spatial and temporal resolutions. Therefore, we have been developing meteorological radars with high resolution and accuracy such as phased array radar (PAR) and Ku-band broadband radar (BBR), and radar network systems consisting of multiple PARs and BBRs to realize further enhancement of the radar performance in terms of efficiency and accuracy. These high-resolution radars, however, definitely produce large-volume data, which is unacceptable in a current backbone information network. In order to solve this problem, in this paper, we tackle the compression of the large-volume radar data by using Compressed sensing (CS), which can realize highly efficient data compression for sparse signals. When using CS, the radar data is compressed by projecting it onto a randomly generated subspace, and the compressed data is reconstructed by solving a simple ℓ(sub 1) optimization problem. We apply the CS-based data compression scheme to measured radar reflectivity factor, and evaluate the relation between compression ratio and reconstruction accuracy. For the compression ratio of 0.3, rainfall rate calculated from the reconstructed radar reflectivity factor has a mean error of -0.89 mm/h with more than 30 dBZ precipitation.","subitem_description_type":"Other"}]},"item_7_description_32":{"attribute_name":"資料番号","attribute_value_mlt":[{"subitem_description":"資料番号: PA1620053000","subitem_description_type":"Other"}]},"item_7_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"電気学会"}]},"item_7_publisher_9":{"attribute_name":"出版者（英）","attribute_value_mlt":[{"subitem_publisher":"The Institute of Electrical Engineers of Japan"}]},"item_7_relation_25":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"info:doi/10.1541/ieejfms.135.704"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"http://dx.doi.org/10.1541/ieejfms.135.704","subitem_relation_type_select":"DOI"}}]},"item_7_source_id_21":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0385-4205","subitem_source_identifier_type":"ISSN"}]},"item_7_source_id_24":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10136312","subitem_source_identifier_type":"NCID"}]},"item_7_text_6":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"大阪大学"},{"subitem_text_value":"大阪大学"},{"subitem_text_value":"大阪大学"},{"subitem_text_value":"大阪大学"},{"subitem_text_value":"宇宙航空研究開発機構(JAXA)"},{"subitem_text_value":"神戸高等専門学校"},{"subitem_text_value":"大阪大学"}]},"item_7_text_7":{"attribute_name":"著者所属（英）","attribute_value_mlt":[{"subitem_text_language":"en","subitem_text_value":"Osaka University"},{"subitem_text_language":"en","subitem_text_value":"Osaka University"},{"subitem_text_language":"en","subitem_text_value":"Osaka University"},{"subitem_text_language":"en","subitem_text_value":"Osaka University"},{"subitem_text_language":"en","subitem_text_value":"Japan Aerospace Exploration Agency (JAXA)"},{"subitem_text_language":"en","subitem_text_value":"National Institute of Technology, Kobe College"},{"subitem_text_language":"en","subitem_text_value":"Osaka University"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"metadata only access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_14cb"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"嶋村, 重治"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"菊池, 博史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松田, 崇弘"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"金, 寛"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉川, 栄一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中村, 佳敬"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"牛尾, 知雄"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Shimamura, Shigeharu","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kikuchi, Hiroshi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Matsuda, Takahiro","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kim, Gwan","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshikawa, Eiichi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Nakamura, Yoshitaka","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ushio, Tomoo","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"phased array radar","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"broad band radar","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"large-volume data","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"compressed sensing","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Large-volume Data Compression using Compressed Sensing for Meteorological Radar","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Large-volume Data Compression using Compressed Sensing for Meteorological Radar","subitem_title_language":"en"}]},"item_type_id":"7","owner":"1","path":["1888"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-07-15"},"publish_date":"2016-07-15","publish_status":"0","recid":"22738","relation_version_is_last":true,"title":["Large-volume Data Compression using Compressed Sensing for Meteorological Radar"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2023-06-21T03:16:10.768764+00:00"}