• Title/Summary/Keyword: Adaptive filter

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Design of A Portable Device for Measuring Heart Rate Using Harmonic Signal and Adaptive Filter (하모닉 신호와 적응 필터를 이용한 휴대형 심박수 측정 장치 설계)

  • Lee, Ju-Won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.3
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    • pp.723-728
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    • 2010
  • This study proposed a design of a portable device for measuring heart rate using photoplethysmograph signal to minimize load of a nurse increased from insufficiency of an internal hospital nurse, and algorithm to measure reliable heart rate in PPG signals despite the existence of patient's motion artifacts. The proposed method for measuring heart rate is the method to minimize the motion interference by using the adaptive filter based on harmonic characteristic of PPG signal. To evaluate the performances of the a portable device implemented by the proposed method, we used several motion artifacts including finger and wrist movements; we then compared out results with the performance of the moving average filter. In this results, the proposed method showed a better performance than that of the moving average filter. Therefore, when nurses use the a portable device for measuring heart rate proposed in this study, it will enable to improve nurse work and to measure the reliable heart rate.

Detection of Underwater Target Using Adaptive Filter (해수에서 물체 탐지를 위한 적응 필터의 이용에 관한 연구)

  • Oh, Jong-Taik;Kwon, Sung-Jai;Park, Song-Bai
    • The Journal of the Acoustical Society of Korea
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    • v.8 no.4
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    • pp.29-38
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    • 1989
  • Detection of an underwater target by acoustic wave raises various difficulties due to unpredictable noise interference which originates from clutter, reverberation, and variations of medium characteristics with time and location. The SNR and the range resolution of conventional SONAR systems using a matched filter are generally poor, since the latter is optimum only in the additive white noise case. Furthermore, it cannot compensate for variations of the detection level which are responsible for the resultant detection errors. In this paper, the unpredictable interferences are compensated for by using an adaptive filter. It recursively estimates the channel impulse response based on the received echo signal. In the low noise environments, the estimated impulse response is close to the true one, providing a good range resolution, and a matched filter is used subsequently for the purpose of detection. It is shown through computer simulation that good performance can be achieved via the two steps of filtering. Also, the detection level remains unchanged without any additional provisions. Finally, we present the characteristics of the employed adaptive filter parameters.

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Magnetic Field Inversion and Intra-Inversion Filtering using Edge-Adaptive, Gapped Gradient-Nulling Filters: Applications to Surveys for Unexploded Ordnance (UXO)

  • Rene, R.M.;Kim, K.Y.;Park, C.H.
    • 한국지구물리탐사학회:학술대회논문집
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    • 2006.06a
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    • pp.9-14
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    • 2006
  • Estimations of depth, magnetic orientation, and strength of dipole moments aid discrimination between unexploded ordnance (UXO) and non-UXO using magnetic surveys. Such estimations may be hindered by geologic noise, magnetic clutter, and overlapping tails of nearby dipole fields. An improved method of inversion for anomalies of single or multiple dipoles with arbitrary polarization was developed to include intra-inversion filtering and estimation of background field gradients. Data interpolated to grids are flagged so that only nodes nearest to measurement stations are used. To apply intra-inversion filtering to such data requires a gapped filter. Moreover, for data with significant gaps in coverage, or along the edges or corners of survey areas, intra-inversion filters must be appropriately modified. To that end, edge-adaptive and gapped gradient-nulling filters have been designed and tested. Applications are shown for magnetic field data from Chongcho Lake, Sokcho, Korea and the U. S. Army's Aberdeen Proving Ground in Maryland.

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An Adaptive AEC Based on the Wavelet Transform Using M-channel Subband QMF Filter Banks (M-채널 서브밴드 QMF 필터뱅크를 이용한 웨이브릿변환기반 적응 음향반향제거기)

  • 안주원;권기룡;문광석;김문수
    • Journal of Korea Multimedia Society
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    • v.3 no.4
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    • pp.347-355
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    • 2000
  • This paper presents an adaptive AEC(acoustic echo canceller) based on the wavelet transform using M-channel subband QMF filter banks. The proposed algorithm improves the performance of AEC with a realtime process by a low complexity of wavelet transform filter banks, a subband processing and a orthogonality of wavelet subband filter. Adaptive filter coefficients of each subband are updated using LMS algorithm with a low complexity and a easy realization for a realtime processing and a reduction of hardware cost. For a input signal, a white Gaussian noise and a real speech signal with a environment noises are used for a performance estimation of the proposed algorithm. As a result of computer simulation, the proposed AEC has a low asymptotic error, a low computation complexity and a robust performance.

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An Auto-range Fast Bilateral Filter Using Adaptive Standard Deviation for HDR Image Rendering (HDR 영상 렌더링을 위한 적응적 표준 편차를 이용한 자동 레인지 고속 양방향 필터)

  • Bae, Tae-Wuk;Lee, Sung-Hak;Kim, Byoung-Ik;Sohng, Kyu-Ik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.4C
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    • pp.350-357
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    • 2010
  • In this paper, we present an auto-range fast bilateral filter (FBF) for high-dynamic-range (HDR) images, which increases computation speed by using adaptive standard deviations for range filter (RF) of FBF in iCAM06. Many images that cover the entire dynamic range of the scene with different exposure times are fused into one High Dynamic Range (HDR) image. The representative algorithm for HDR image rendering is iCAM06, which is based on the iCAM framework, such as the local white point adaptation, chromatic adaptation, and the image processing transform (IPT) uniform color space. FBF in iCAM06 uses constant standard deviation in RF. So, it causes unnecessary FBF computation in high stimulus range with broad and low distribution. To solve this problem, the low stimulus image and high stimulus image of CIE tri-stimulus values (XYZ) divided by the threshold are respectively processed by adaptive standard deviation based on its histogram distribution. Experiment results show that the proposed method reduces computation time than the previous FBF.

Design of Filter to Reject Motion Artifacts of PPG Signal Using Multiwave Optical Source (다파장 광원을 이용한 광용적 맥파의 동잡음 제거 필터 설계)

  • Park, Heejung;Nam, Jaehyun;Lee, Juwon
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.2
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    • pp.101-107
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    • 2014
  • This study is proposed the novel PPG sensor device and the signal processing method to replace the acceleration sensor that is used to reject motion artifacts contained in photoplethysmography(PPG). The proposed method is to reject motion artifacts by an adaptive filter based on the estimated motion artifact by using a blue LED light. To evaluate the performance of the proposed method experimentally, We did design a novel sensor consisted of blue/red LEDs and photo-sensor and implemented, and then rejected the motion artifacts by using an adaptive filter and the implemented sensor. In the results of the experiments, it is shown that the proposed sensor device and signal processing can reconstruct the PPG signal despite the occurrence of motion artifacts, and also that the SNR was 4.5 times of moving average filter. According to the experimental results, the proposed method can be applied to design a low-cost device.

Adaptive Postprocessing Technique for Enhancement of DCT-coded Images (DCT 기반 압축 영상의 화질 개선을 위한 적응적 후처리 기법)

  • Kim, Jong-Ho;Park, Sang-Hyun;Kang, Eui-Sung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.10a
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    • pp.930-933
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    • 2011
  • This paper addresses an adaptive postprocessing method applied in the spatial domain for block-based discrete cosine transform (BDCT) coded images. The proposed algorithm is designed by a serial concatenation of a 1D simple smoothing filter and a 2D directional filter. The 1D smoothing filter is applied according to the block type, which is determined by an adaptive threshold. It depends on local statistical properties, and updates block types appropriately by a simple rule, which affects the performance of deblocking processes. In addition, the 2D directional filter is introduced to suppress the ringing effects at the sharp edges and the block discontinuities while preserving true edges and textural information. Comprehensive experiments indicate that the proposed algorithm outperforms many deblocking methods in the literature, in terms of PSNR and subjective visual quality evaluated by GBIM.

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Design of Filter to Remove Motion Artifacts of Photoplethysmography Signal Using Adaptive Notch Filter and Fuzzy Inference system (적응 노치필터와 퍼지추론 시스템을 이용한 광용적 맥파 신호의 동잡음 제거 필터 설계)

  • Lee, Ju-Won;Lee, Byeong-Ro
    • Journal of the Institute of Convergence Signal Processing
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    • v.20 no.1
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    • pp.45-50
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    • 2019
  • When PPG signal is used in mobile healthcare devices, the accuracy of the measured heartbeat decreases from the influence by the movement of the user. The reason is that the frequency band of the noise overlaps the frequency band of the PPG signal. In order to remove these same noises, the methods using frequency analysis method or application of acceleration sensor have been investigated and showed excellent performance. However, in applying these methods to low-cost healthcare devices, it is difficult to apply these methods because of much processing time and sensor's cost. In order to solve these problems, this study proposed the filter design method using an adaptive notch filter and the fuzzy inference system to extract more accurate heart rate in real time and evaluated its performance. As results, it showed better results than the other methods. Based on the results, when applying the proposed method to design the mobile healthcare device, it is possible to measure the heartbeat more accurately in real time.

Adaptive Decision Feedback Equalizer using the hierarchical Feedback filter and Soft decision device (계층적 궤환 필터 구조와 연판정 장치를 갖는 적응형 결정 궤환 등화기)

  • Lim, Dong-Guk;Song, Jeong-Ig;Kim, Jae-Mong
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.44 no.1
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    • pp.138-145
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    • 2007
  • Wireless transmission system using the multipath channel is affected ISI due to the delay spread. So we use a decision feedback equalizer which consist of decision part and feedback filter for remove the ISI effectively. In this paper, we propose a improved adaptive decision feedback equalizer to mitigate ISI effectively. The proposed adaptive decision feedback equalizer is construct by using soft decision device and hierarchical feedback filter based on MMSE sub-optimal equalizer using the LMS algorithm. Soft decision device mitigate the error propagation in feedback filter by incorrectly detected decision symbol and feedback filter which is divided two step independently mitigate the ISI by using a adaptive algorithm. As a result this structure shows better performance than conventional decision feedback equalizer by mitigating the error propagation in filter cause incorrectly detecting symbol. and we get the MSE more rapidly by using larger step-size due to reduce the number of feedback filter tap. In computer simulation, we compare the bit error rate performance of proposed decision feedback equalizer with conventional one on the S-V channel model for UWB system.

New adaptive tracking filter for maneuvering target (운동물체에 대한 적응제어에 관한 연구)

  • 양흥석;송광섭
    • 전기의세계
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    • v.31 no.2
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    • pp.119-125
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    • 1982
  • A new approach to the maneuvering target tracking problem is proposed. Its basic concept is to take the maneuver variable from the measurements. Tracking scheme based on the Kalman filter estimates the maneuver varieble from the residual and uses the estimates to update the Kalman filter. The estimation process is independent of target types and a model of the maneuver characteristics. All the filtering algorithms are processed in polor coordinate. Simulation results are presented and compared to that of the extended Kalman filter.

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