• Title/Summary/Keyword: Noise Robust

Search Result 1,308, Processing Time 0.029 seconds

System Identification of MIMO Systems Considering Analytically Determined Information (해석적인 정보를 고려한 다중입력을 받는 다자유도계 구조물의 시스템 규명 기법 개발)

  • Kim, Saang-Bum;Spencer B. F., Jr.;Yun, Chung-Bang
    • Transactions of the Korean Society for Noise and Vibration Engineering
    • /
    • v.15 no.6 s.99
    • /
    • pp.712-717
    • /
    • 2005
  • This paper presents a system identification method for multi-input, multi-output (MIMO) systems, by which a rational polynomial transfer function model is identified from experimentally determined frequency response function data. Analytically determined information is incorporated in this method to obtain a more reliable model, even in the frequency range where the excitation energy is limited. To verify the suggested method, shaking table test for an actively controlled two-story, bench-scale building employing an active mass damper is conducted. The results show that the proposed method is quite effective and robust for system identification of MIMO systems.

A Novel Method to Estimate Heart Rate from ECG

  • Leu, Jenq-Shiun;Lo, Pei-Chen
    • Journal of Biomedical Engineering Research
    • /
    • v.28 no.4
    • /
    • pp.441-448
    • /
    • 2007
  • Heart rate variability (HRV) in electrocardiogram (ECG) is an important index for understanding the health status of heart and the autonomic nervous system. Most HRV analysis approaches are based on the proper heart rate (HR) data. Estimation of heart rate is thus a key process in the HRV study. In this paper, we report an innovative method to estimate the heart rate. This method is mainly based on the concept of periodicity transform (PT) and instantaneous period (IP) estimate. The method presented is accordingly called the "PT-IP method." It does not require ECG R-wave detection and thus possesses robust noise-immune capability. While the noise contamination, ECG time-varying morphology, and subjects' physiological variations make the R-wave detection a difficult task, this method can help us effectively estimate HR for medical research and clinical diagnosis. The results of estimating HR from empirical ECG data verify the efficacy and reliability of the proposed method.

Measurement of position based on correlative function in self-movement

  • Amano, Naoki;Hashimoto, Hiroshi;Higashiguchi, Minoru
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1994.10a
    • /
    • pp.601-604
    • /
    • 1994
  • This paper describes an effective method to estimate a position of an automous vehicle equipped with a single CCD-camera along indoor passageways. Using the sequential image data from the self-movement of the vehicle, the position is estimated by integrating the approximated motion parameters. The detection of the yaw angle that is one of the motion parameter is difficult in general, e.g. slip or error for noise, therefore the different detection is presented, which is, without shaft encoders, based on a projection function for 2D-image data and a cross-correlation function so as to be robust for noise. The approximated geometric function to estimate the position is used to reduce the computational effort. To verify the effectiveness of the method, the analysis and the computational results are shown through the simulations. Furthermore, the experimental results by using the test vehicle for the real indoor passageway are shown.

  • PDF

Adaptive ${\alpha}-{\beta}$ Tracker for TWS Radar System

  • Kim, Byung-Doo;Lee, Ja-Sung
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2005.06a
    • /
    • pp.506-509
    • /
    • 2005
  • An adaptive ${\alpha}-{\beta}$ tracker is proposed for tracking maneuvering targets with a track-while-scan radar system. The tracker gain is updated on-line corresponding to the adjusted process noise variance which is obtained via time averaging of the process over a sliding window. The adjusted process noise variance is used to compute the maneuverability index for the tracker gain based on the steady-state Kalman filter equation for each epoch. It is shown via simulation that the proposed approach provides robust and accurate position estimates during the target maneuver while the performance of the conventional ${\alpha}-{\beta}$ tracker is shown much degraded.

  • PDF

A Robust Reverberation Rejection System against the Underwater Environmental Variations (수중 환경 변화에 강인한 잔향 제거 시스템)

  • 김기만
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.1 no.1
    • /
    • pp.65-70
    • /
    • 1997
  • An active sonar is used to the navigation system or military purposes. In the active sonar one of the problems is a reverberation. The reflected signals from surface, bottom, and volume are received at receiver. This reverberation is an interference in the active sonar, and for the enhanced performance must be rejected. In this paper I study the method to reject the reverberation. The proposed method use the orthogonal property between the signal subspace and noise subspace in the eigen subspace. In the proposed method the noise subspace is calculated. I have performed the computer simulations to prove the performance of the proposed method.

  • PDF

Reliable Measurement Selection for The Small Target Detection and Tracking in The IR Scanning Images (적외선 주사 영상에서 소형 표적의 탐지 및 추적을 위한 신뢰성 있는 측정치 선택 기법)

  • Yang, Yu-Kyung;Kim, Sung-Ho
    • Journal of the Korea Institute of Military Science and Technology
    • /
    • v.11 no.1
    • /
    • pp.75-84
    • /
    • 2008
  • A new automatic small target detection and tracking algorithm for the real-time IR surveillance system is presented. The automatic target detection and tracking algorithm of the real-time systems, requires low complexity and robust tracking performance in the cluttered environment. Linear-array and parallel-scan IR systems usually suffer from severe scan noise caused by the detector non-uniformity. After the spatial filtering and thresholding, this scan noise still remains as high amplitude clutter which degrades the target detection rate and tracking performance. In this paper, we propose a new feature which consists of area and validity information of a measurement. By adopting this feature to the measurements selection and track confirmation, we can increase the target detection rate and reduce both the track loss rate and false track rate. From the experimental results, we can validate the feasibility of the proposed method in the noisy IR images.

ANC in the small cavity using CDM (CDM을 이용한 소형 밀폐 공간 내의 소음제어)

  • Park, Jang-Kwan;Koo, Choon-Keun;Lee, Hae-Soo;Chung, Chan-Soo
    • Proceedings of the KIEE Conference
    • /
    • 1999.07b
    • /
    • pp.982-984
    • /
    • 1999
  • For active noise control system, one would choose one of two methods: Fixed control design and Adaptive filter design. Each one has its own advantages. But fixed controller design method prefer for active noise control in a small cavity system. In this paper, we design a controller for the small cavity system using CDM and compare controller using CDM with $H{\infty}$. The order of the resulting controller is lower than that of the robust $H{\infty}$ design, which means CDM will be more prefer for implementation purpose designs.

  • PDF

Dynamic Analysis and Optimum Design of Suspensions for Information Storage Devices (정보저장기기 서스펜션의 동특성 해석 및 최적설계)

  • Kim, Yunsik;Lee, Jongsoo
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2002.11a
    • /
    • pp.359.2-359
    • /
    • 2002
  • To satisfy operation condition in information storage device, the suspension shape is very important since it correlates to dynamic characteristics. Therefore, it is necessary to analyze the dynamic characteristics by using finite element analysis, shape optimization. The suspension has various modes according to different kinds of frequency bandwidth. Sway mode and second torsion mode are especially critical among them. (omitted)

  • PDF

Vibration Control of a Beam Structure Using Hybrid Mounts (하이브리드 마운트를 이용한 빔구조물의 진동제어)

  • Kim, Seung-Hwan;Hong, Sung-Ryong;Park, Seung-Bok
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2002.11a
    • /
    • pp.347.1-347
    • /
    • 2002
  • A hybrid mount featuring elastic rubber and piezoelectric material is devised and applied to the vibration control of a beam structure. The governing equation of the beam structure associated with the hybrid mount is derived. Subsequently, a robust sliding mode controller is designed to attenuate the vibration of the beam structure due to external excitation. The controller is then simulated and control responses such as displatement and transmitted force are evaluated in time and frequency domains.

  • PDF

Experimental Evaluation of HDD's Non-Contact Start/Stop Motion Using Shape Memory Alloy Actuator (SMA 작동기를 이용한 HDD의 비접촉 시동 및 정지 기구의 실험적 성능 고찰)

  • 임수철;박종성;최승복;박영필
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2001.05a
    • /
    • pp.1122-1129
    • /
    • 2001
  • In this work, we propose a new type of HDD suspension featuring shape memory ally (SMA) actuator in order to prevent the contact between the slider and disk. The principal design parameters are obtained from the modal analysis using finite element analysis, and then the dynamic model is established to formulate the control scheme for Non-Contact Start/Stop mode drive. Subsequently, a robust Η$_{\infty}$, control algorithm is designed by integrating experimentally-obtained SMA actuator dynamics to the proposed suspension system. The controller is empirically realized and control results for different load/unload profiles are presented in time domain. In addition, the contact signal between the slider and disk is measured by the electrical resistance method.istance method.

  • PDF