Nonlinear Adaptive Noise Canceller and Extraction of Fetal ECG
| Project/Area Number |
19560425
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Measurement engineering
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| Research Institution | Prefectural University of Hiroshima |
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Principal Investigator |
XIAO Yegui Prefectural University of Hiroshima, 経営情報学部, 教授 (50252325)
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| Co-Investigator(Kenkyū-buntansha) |
生田 顕 県立広島大学, 経営情報学部, 教授 (30145164)
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| Co-Investigator(Renkei-kenkyūsha) |
IKUTA Akira 県立広島大学, 経営情報学部, 教授 (30145164)
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| Project Period (FY) |
2007 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2007: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
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| Keywords | 適応ノイズキャンセラー / 胎児心電図抽出 / ニューラルネットワーク / 非線形適応フィルタ / 能動騒音制御システム / 線形型FIRフィルタ / 性能解析 / 計算量 / 胎児ECG抽出 / 線形FIRフィルタ / マルチセンサー適応システム / Volterraフィルタ |
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| Research Abstract |
As an application of adaptive signal processing to biomedical engineering, fetal ECG extraction is well-known and has been studied continuously in force from 1980's. However, this technology has not been put into fetal diagnosis practice yet due to low extraction accuracy. If established and put into daily diagnosis, it will become a high technology that contributes greatly to fulfilling the public demands for security and safety of birth in low birth-rate age we live in. In this project, linear and nonlinear adaptive noise cancellers are proposed that have both multiple primary and reference channels. Applications to real fetal ECG data reveal that the new systems present much better extraction accuracy than the conventional system indicates. Thus, this project has achieved a significant progress toward general use of the technology.
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Report
(4 results)
Research Products
(21 results)
