• Title/Summary/Keyword: filter performance

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Design and Analysis of Decimation Filers with Minimal Distortion for a High Speed High Performance Sigma-Delta ADC (고속 고성능 시그마-델타 ADC를 위한 최소왜곡 데시메이션 필터의 설계 및 분석)

  • Kang, Ho-jin;Kim, Hyung-won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.11
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    • pp.2649-2655
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    • 2015
  • While the oversampling sigma-delta ADCs are known to have high resolution, they often suffer from SNDR losses when operated at a very high data clock. This paper presents a design and implementation of a decimation filter that provides minimum distortion at passband for high-speed sigma-delta ADC. The proposed digital decimation filter employs a butterworth structure. To evaluate the performance of the proposed decimation filter, we implemented a 1-bit, third-order, OSR=64 sigma-delta modulator followed by the proposed decimation filter. Using the simulation ad measurement, we compared the performance of the proposed decimation filter with a conventional CIC(cascaded integrator comb) decimation filter, which is commonly used in most sigma-delta ADCs. The measurement results show that the proposed decimation filter presents substantially lower distortion at passband and thus can provide must higher SNDR.

A Design of the IMM Filter for Improving Position Error of the INS / GPS Integrated System (INS/GPS 통합 항법 시스템의 위치 오차 개선을 위한 IMM 필터 설계)

  • Baek, Seung-jun
    • Journal of Advanced Navigation Technology
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    • v.23 no.3
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    • pp.221-227
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    • 2019
  • In this paper, interacting multiple model (IMM) filter was designed that guarantees a stable navigation performance even in the unstable satellite navigation position. In order to design IMM filter in INS / GPS integrated navigation system, sub filter of the IMM filter is defined as Kalman filter. In the IMM filter configuration, two subfilters are determined. Each Kalman filter defines the six-teenth state composed of position, velocity, attitude, and sensor error from the INS error equation and the states additionally derived in case of the coloured measurement noise. In order to verify the performance of the proposed filter, we compared the performance how the filter works in the presence of arbitrary error in GPS navigation solution. The Monte Carlo simulation was performed 100 times and the results were compared with the root mean square(RMS). The results show that the proposed method is stable against errors and show fast convergence.

Restoration of Chest X-ray Image Using Dual Projection Filter (이중 프로젝션 필터를 이용한 흉부 X-선 영상의 복원)

  • 이태수;민병구
    • Journal of Biomedical Engineering Research
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    • v.13 no.1
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    • pp.25-32
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    • 1992
  • A new restoration method of chest X -ray image (dual project filter) was proposed to improve SNR(signal to noise ratio) characteristics. In this method, a priori Information of system and anatomical structure and statistics of projected object are used in the design of filter. Dual projection filter varies its parameters, adapting to the local regions of chest(lung region, mediasternum, subdiaphragm) and the structure of chest (bone, tissue, blood vessel, bronchia). The performance of Dual Projection Filter was 0.1-0.2dB better than Dual Sensor Wiener Filter, which was used for initial estimate of Dual Porjection Filter.

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Transfer Alignment Algorithm using Robust filter (강인필터를 이용한 전달정렬 알고리즘)

  • 양철관;심덕선
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.26-26
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    • 2000
  • We study on the velocity matching algorithm for transfer alignment of inertial navigation system(INS) using robust H$_2$ filter. We suggest an uncertainty model for INS and apply the suggested discrete robust H$_2$ filter to the uncertainty model compared with kalman filter, the discrete robust H$_2$ filter is shown by simulation to have good performance of alignment time and accuracy.

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Performance Prediction Analysis for the PDA Filter (해석적 방법에 의한 PDAF의 성능예측 분석)

  • 김국민;송택렬
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.7
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    • pp.563-568
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    • 2003
  • In this paper, We propose a target tracking filter which utilizes the PDA for data association in a clutter environment and also propose an analytic solution for ideal filter covariance which accounts for all the possible events in the PDA. Monte Carlo simulation for the proposed filter in a clutter environment indicates that the proposed analytic solution forms the true error covariance of the PDA Filter.

A Krein Space Approach for Robust Extended Kalman Filtering on Mobile Robots in the Presence of Uncertainties

  • Jin, Seung-Hee;Park, Jin-Bae
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1771-1776
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    • 2003
  • In mobile robot navigation, one of the key problems is the pose estimation of the mobile robot. Although the odometry can be used to describe the motions of the mobile robots quite simple and accurately, the validities of the models are limited by a number of error sources contaminating the encoder outputs so that applying the conventional extended Kalman filter to these nominal model does not yield the satisfactory performance. As a remedy for this problem, we consider the uncertain nonlinear kinematic model of the mobile robot that contains the norm bounded uncertainties and also propose a new robust extended Kalman filter based on the Krein space approach. The proposed robust filter has the same recursive structure as the conventional extended Kalman filter and can hence be readily designed to effectively account for the uncertainties. The computer simulations will be given to verify the robustness against the parameter variation as well as the reliable performance of the proposed robust filter.

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Development of composite filter with high performance meltblown non-woven (고성능 멜트블로운 부직포 복합필터 개발)

  • Lee Jae-Dal;Hong Young-Ki;Bae Kie-Seo
    • Textile Coloration and Finishing
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    • v.17 no.2 s.81
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    • pp.40-45
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    • 2005
  • Electret filter is good enough to protect health and environment from air pollution. The reason why is gathering particles not only by mechanical mechanism but also by electrostatic attraction. Especially this filter is shown lower pressure drop than general mechanical filters as glass fiber. For making electret filter media using polypropylene meltblown(M/B) nonwoven, the nonwoven is charged with corona which was supplied high voltage DC, AC, and pulse with DC power. The electret filter media is tested with $0.3{\mu}m$ sodium chloride and dioctyl phthalate(DOP) aerosol. Results revealed that filtration performance of electret filter media increased as corona was applied with higher voltage and with AC power rather than DC, and fiber diameter was fine and uniform.

Kalman filter Method and the Conventional Method for the Bias Error Reduction of INS Vertical Channel (관성 항해 시스템 수직 찬넬의 Bias Error 감소에의 Kalman Filter 방법과 재래식 방법의 응용 비교)

  • Ha, In-Jung;Kim, Yeong-Gyun;Choe, Gye-Geun
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.19 no.2
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    • pp.23-30
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    • 1982
  • In this paper, two methods (Kalman filter and Conventional) are investigated to reduce the bias error in the INS (Intertial Navigation System) vertical channel. The schemes by these methods show better performance (estimation error and response) than the others commonly used. Comparison results show that the scheme by Kalman filter method gives much better performance than the Conventional method.

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An Implementation of a Decoupled GPS/DR Integration Kalman Filter (분리형 GPS/DR 통합 칼만 필터 구현)

  • Seo, Hung-Seok;Sung, Tae-Kyung;Lee, Sang-Jeong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.10
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    • pp.928-935
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    • 2000
  • In order to improve the performance of a GPS/DR integration system, the error sources of DR sensors should be modeled accurately, This results in the increases in the dimension of the integration filter and, consequently, computational load becomes large. To reduce the computational load, suggested in this paper is a decoupled GPS/DR integration scheme that consists of two cascaded Kalman filters. The GPS velocity output is used in the first filter to calibrate the DR sensor and to fix the velocity as well. The velocity from the first filter is fed to the second filter where the position is corrected using the GPS position output. Experimental results show that the proposed integration scheme has positioning performance comparable to the conventional coupled one, while its computation is reduced to about 2/3.

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Foot Motion Estimation Smoother using Inertial Sensors (관성센서를 사용한 발의 움직임 추정용 평활기)

  • Suh, Young-Soo;Chee, Young-Joon
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.5
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    • pp.471-478
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    • 2012
  • A foot motion is estimated using an inertial sensor unit, which is installed on a shoe. The inertial sensor unit consists of 3 axis accelerometer and 3 axis gyroscopes. Attitude and position of a foot are estimated using an inertial navigation algorithm. To increase estimation performance, a smoother is used, where the smoother employs a forward and backward filter structure. An indirect Kalman filter is used as a forward filter and backward filter. A new combining algorithm for the smoother is proposed to combine a forward indirect Kalman filter and a backward indirect Kalman filter. Through experiments, the estimation performance of the proposed smoother is verified.