{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00112824","sets":["1164:6390:7767:7849"]},"path":["7849"],"owner":"11","recid":"112824","title":["SW-SVRを用いた施設園芸環境向け知的制御システムの評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2015-01-19"},"_buckets":{"deposit":"e71fd7b7-25f1-40b2-b76f-e133bf3ff898"},"_deposit":{"id":"112824","pid":{"type":"depid","value":"112824","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"SW-SVRを用いた施設園芸環境向け知的制御システムの評価","author_link":["35059","35061","35065","35062","35068","35069","35067","35066","35064","35063","35070","35060"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"SW-SVRを用いた施設園芸環境向け知的制御システムの評価"},{"subitem_title":"Evaluation of agricultural environmental control system using SW-SVR","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2015-01-19","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"静岡大学情報学部"},{"subitem_text_value":"静岡大学大学院情報学研究科"},{"subitem_text_value":"静岡大学大学院情報学研究科"},{"subitem_text_value":"情報通信研究機構"},{"subitem_text_value":"静岡県農林技術研究所"},{"subitem_text_value":"静岡大学大学院情報学研究科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Facility of informatics Shizuoka University","subitem_text_language":"en"},{"subitem_text_value":"Graduation school of informatics Shizuoka University","subitem_text_language":"en"},{"subitem_text_value":"Graduation school of informatics Shizuoka University","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Information and Communications Technology","subitem_text_language":"en"},{"subitem_text_value":"Shizuoka Prefectural Research Institute of Agriculture and Forestry","subitem_text_language":"en"},{"subitem_text_value":"Graduation school of informatics Shizuoka University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/112824/files/IPSJ-CDS15012013.pdf"},"date":[{"dateType":"Available","dateValue":"2017-01-19"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CDS15012013.pdf","filesize":[{"value":"2.5 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"47"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"7b1292ef-189c-4956-9851-00a8dacf9dcb","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2015 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"兼田, 千雅"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"井林, 宏文"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴木, 雄也"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"黒田, 正博"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大石, 直記"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"峰野, 博史"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yukimasa, Kaneda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hirohumi, Ibayashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yuya, Suzuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masahiro, Kuroda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Naoki, Oishi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroshi, Mineno","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12628327","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"農業分野では，センサネットワークを用いて農作物の栽培環境や生育状況を収集し，その時の状況に応じた制御を自動的に行うシステムの開発が進められている．しかし，既存システムでは，WSNを用いた場合に通信の信頼性が低下し，また農業従事者の経験や勘による制御を適切に再現しきれていないという課題があった．そこで本論文では，SW-SVR を用いた施設園芸環境向け知的制御システムを提案する．提案システムは，現在の環境に特化したモデル化を行う SW-SVR と，施設園芸環境での無線通信に適した無線方式を用いることで，農業従事者の経験や勘による制御を高精度かつ高速に再現する．現場実証実験の結果，無線通信部では PER0.00% を実現し，データ予測部では窒素吸収量の予測誤差を既存 SVR と比べ 68% 削減することを確認した．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In the agriculture, systems to collect the environmental information using sensor networks and to control dep ending on the situation have been actively developed. However, existing systems lack the reliability of wireless sensor network, and it is difficult to reproduce the control based on the experience and the intuition of farmers. In this paper, we propose agricultural environmental control system using SW-SVR. This system can do farm work like farmers without relying on famers. This system uses 429MHz band wireless communication that has high diffractive wave and SW-SVR that can predict future environment with high accuracy and low calculation cost. By applying 429MHz band wireless communication and SW-SVR, it also confirmed that this system build the highly reliable WSN and reduced nitrogen absorbed amount prediction error by 68% compared with SVR.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告コンシューマ・デバイス＆システム（CDS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2015-01-19","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"13","bibliographicVolumeNumber":"2015-CDS-12"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"id":112824,"updated":"2025-01-21T06:49:50.776132+00:00","links":{},"created":"2025-01-18T23:54:33.008411+00:00"}