{"created":"2023-05-15T12:34:56.606699+00:00","id":3704,"links":{},"metadata":{"_buckets":{"deposit":"f5278374-2b40-48d8-93da-b8406022deb7"},"_deposit":{"created_by":3,"id":"3704","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"3704"},"status":"published"},"_oai":{"id":"oai:nitech.repo.nii.ac.jp:00003704","sets":["31"]},"author_link":["4832","10391","4633","4831"],"item_10001_alternative_title_24":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"ジカンテキ　ニ　カヘンナ　ジケイレツ　モデル　ニヨル　テキオウテキ　ドウテイ"},{"subitem_alternative_title":"Adaptive Identification by the Time Variable Model of Time Series"}]},"item_10001_biblio_info_28":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"1978-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicPageEnd":"150","bibliographicPageStart":"143","bibliographicVolumeNumber":"J61-A","bibliographic_titles":[{"bibliographic_title":"電子通信学会論文誌. A"}]}]},"item_10001_description_36":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"時間的に可変な時系列モデルとして，自己回帰移動平均過程（AR-MA）のAR部の係数が時間に関して変化するAR-MA形のモデルが提案されている．脳波などの生体非定常時系列の解析では，局所的な非定常区間の検出と解析，あるいは定常な背景脳波上の異常脳波の検出が必要である．本論文では，これらの研究の基礎としてまずBohlinらによって導入された状態（信号）の推定誤差の尤度関数を時系列の局所的な非定常さを検出する統計量に拡張した．次に計算機シミュレーションにより非定常時系列を生成し，この統計量を用いて非定常箇所が検出，評価できることを示した．更に時系列モデルが非定常観測値系列によく追従し，時系列のパラメータをは握できるようにカルマンフィルタの中に状態の推定誤差の補償用帰還ループを導入した．その結果，モデルの非定常観測値系列への追従性が一段と改善されることをシミュレーションにより示すことができた．最後に局所的な非定常区間を検出する方法を提案し，光刺激による脳波時系列の解析に適用できることを示した．","subitem_description_type":"Other"}]},"item_10001_description_38":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_10001_full_name_27":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{}],"names":[{"name":"Iwata, Akira"}]}]},"item_10001_publisher_29":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Institute of Electronics, Information and Communication Engineers"}]},"item_10001_source_id_30":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"03736091","subitem_source_identifier_type":"ISSN"}]},"item_10001_source_id_32":{"attribute_name":"書誌レコードID（NCID）","attribute_value_mlt":[{"subitem_source_identifier":"AN00153268","subitem_source_identifier_type":"NCID"}]},"item_10001_version_type_33":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"松澤, 英明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"石井, 直宏"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岩田, 彰"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴村, 宣夫"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2017-01-20"}],"displaytype":"detail","filename":"J61-A_143.pdf","filesize":[{"value":"686.9 kB"}],"format":"application/pdf","license_note":"Copyright(c)1978 IEICE　http://search.ieice.org/index.html","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"本文_fulltext","url":"https://nitech.repo.nii.ac.jp/record/3704/files/J61-A_143.pdf"},"version_id":"fb0296b4-1457-49a5-b0a1-a48d81a2b161"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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":"時間的に可変な時系列モデルによる適応的同定","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"時間的に可変な時系列モデルによる適応的同定"}]},"item_type_id":"10001","owner":"3","path":["31"],"pubdate":{"attribute_name":"公開日","attribute_value":"2012-11-07"},"publish_date":"2012-11-07","publish_status":"0","recid":"3704","relation_version_is_last":true,"title":["時間的に可変な時系列モデルによる適応的同定"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-05-16T15:01:56.428900+00:00"}