Adaptive Filtering for Baseline Wander Noise of ECG Using Neural Networks (Medical Engineering)
スポンサーリンク
概要
- 論文の詳細を見る
This study proposed the new method to minimize distortion of the ST segment and noise deletion of EGG baseline wander. In general, the standard filter and adaptive niter are used to remove the baseline wander of the EGG. The standard filter, however, is limited because the frequency of the baseline signal is variable and the baseline wander's spectrum overlaps with the ST segment's spectrum, and for the adaptive filter, it is difficult to select the reference signal. This study proposed a new, structured adaptive filter that is to remove noise without reference signal using neural networks. In order to confirm performance, this paper used EGG data of MIT-BIHs and obtained significant results through the tests.
- 社団法人電子情報通信学会の論文
- 2004-01-01
著者
-
Lee Jae
School Of Computer Science And Engineering Sungshin Women's University
-
Lee Juwon
Biomedical Engineering Lab. And Eri Dept. Of Electronic Engineering Gyeongsang National Univ.
-
JO Weonrae
Dept. of Electric Engineering, Pohang 1'st College
-
LEE Gunki
Biomedical Engineering Lab. and ERI, Dept. of Electronic Engineering, Gyeongsang National Univ.
-
Jo Weonrae
Dept. Of Electric Engineering Pohang 1'st College
-
Lee G
Biomedical Engineering Lab. And Eri Dept. Of Electronic Engineering Gyeongsang National Univ.
関連論文
- Crack-Free Joint in a Ni-Al_2O_3 FGM System Using Three-Dimensional Modeling
- Reduction of Functionally Graded Material Layers for Si_3N_4-Al_2O_3 System Using Three-Dimensional Finite Element Modeling
- Wetting Transition Characteristics on Microstructured Hydrophobic Surfaces
- Improving the Cell Characteristics Using SiN Liner at Active Edge in 4G NAND Flash
- A New Participation Strategy for Cooperative Diversity with Multiple Partners(Wireless Communication Technologies)
- Digital Logic Implementation of Wide-Range Frequency Linear Detector
- E214 SLUG FLOODING IN AIR-WATER COUNTERCURRENT VERTICAL FLOW(Evaporation-2 and others)
- Groupwise Successive Interference Cancellation Receiver with Gradient Descent Search for Multi-Rate DS-CDMA System(Wireless Communication Technology)
- GSIC Receiver with Adaptive MMSE Detection for Dual-Rate DS-CDMA System(Wireless Communication Technology)
- Selected Mapping Technique with Magnitude Extension for PAPR Reduction of an OFDM Signal (Wireless Communication Technologies)
- Chemical Vapor Deposition of TiN Films from Tetrakis(ethylmethylamido)titanium and Ammonia
- Approximate Error Probability of M-Ary PSK for Optimum Combining with Arbitrary Number of Interferers in a Rayleigh Fading Channel(Wireless Communication Technology)
- Frequency-Domain Partial Response Coding for Alamouti SFBC-OFDM System in Doubly Selective Channels
- Detection for Space-Time Block Coding over Time-Selective Fading Channels
- Joint AIC and ML Decoder Scheme for a Space-Time Coded DS-CDMA System(Wireless Communication Technology)
- A Robust Detection Scheme of Orthogonal Space-Time Block Codes over Very Fast Fading Channels(Wireless Communication Technologies)
- Adaptive Multi-Stage Parallel Interference Cancellation Receiver for Multi-Rate DS-CDMA System(Wireless Communication Technology)
- Automatic Detection of Region-Mura Defect in TFT-LCD(Image Processing and Video Processing)
- Comparison of Theoretical Models of Electron-Phonon Coupling in Thin Gold Films Irradiated by Femtosecond Pulse Lasers
- An Intelligent Stock Trading System Based on Reinforcement Learning
- Adaptive Filtering for Baseline Wander Noise of ECG Using Neural Networks (Medical Engineering)
- Adaptive Filtering for Baseline Wander Noise of ECG Using Neural Networks