• Title/Summary/Keyword: IIR Filter

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Stabilized Adaptive Fuzzy LMS Algorithms for Active Noise Control (능동소음제어를 위한 안정화된 퍼지 LMS 알고리즘)

  • Ahn, Dong-Jun;Baek, Kwang-Hyun;Nam, Hyun-Do
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.1
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    • pp.150-155
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    • 2011
  • In an active noise control systems, an IIR filter may cause a problem in stability beacause of its poles. For IIR filter, its poles goes sometimes out of a unit circle in a z-plane in the transition state, where the adaptive algorithm converges to the optimum value, which causes the system to diverge. Fuzzy LMS algorithm has a better convergence property than conventional LMS algorithms, but is not applicable to IIR filter because of the reasons. Stabilized adaptive algorithm could be improves stability by moving the pole of IIR filer toward the origin forcibly in the transient state, and by introducing forgetting factor to maintain the optimum convergence when it reaches to the steady state. In this paper, We proposed stabilized adaptive fuzzy LMS algorithms with IIR filter structures, for single channel active noise control with ill conditioned signal case. Computer simulations were performed to show the effectiveness of a proposed algorithm.

Optical IIR lattice fiber filter design for optimum of optical signal energy (광신호 에너지 최적화를 위한 IIR 격자형 광파이버필터 설계)

  • 이채욱;김신환
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.11
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    • pp.1481-1488
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    • 1995
  • Due to the low loss, broadband and accurate short time delay properties of optical fiber, it has attracted as a delay medium for high speed and broad-band signal processing. In this paper, we consider the coherent optical fiber filter of IIR lattice structure, which uses coherent light sources and consists of directional couplers whose coupling coefficients are restricted between 0 and 1. Considering restrictions of directional coupler, the design formulae and condition for realibility of optical fiber filter of IIR lattice structure which makes the optimal use of optical signal energy are derived.

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Active Control of Noise in Ducts Using Stabilized Multi-Channel RLMS Filters (안정화된 다중채널 순환 LMS 필터를 이용한 덕트의 능동소음제어)

  • Nam Hyun-Do;Nam Seung-Uk
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.8
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    • pp.375-377
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    • 2006
  • An adaptive IIR filter in ANC(Active Noise Control) systems is more effective than an adaptive FIR filter when acoustic feedback exists, in which cause an order of an adaptive FIR filter must be very large if some of poles of the ideal control filter are near the unit circle. But the IIR filters may have stability problems especially when the adaptive algorithm for adaptive filters is not yet converged. In this paper, a stabilized multi-channel recursive LMS (MCRLMS) algorithm for an adaptive multi-channel IIR filter is presented. RLMS algorithms usually diverge before the algorithm is not yet converged. So, in the beginning of the ANC system, the stability of the RLMS algorithms could be improved by pulling the poles of the IIR filter to the center of the unit circle, and returning the poles to their original positions after the filter converges. Computer simulations and experiments for dipole ducts using a TMS320C32 digital signal processor have performed to show the effectiveness of a proposed algorithm.

Active Control of Noise in Ducts Using Stabilized Multi-Channel Recursive LMS Algorithms (안정화된 다중채널 RLMS 알고리즘을 이용한 덕트의 능동소음제어)

  • Nam, Hyun-Do;Nam, Seung-Uk;Seo, Sung-Dae;Ahn, Dong-Jun
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.30-32
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    • 2006
  • An adaptive IIR filter in ANC(Active Noise Control) systems is more effective than an adaptive FIR filter when acoustic feedback exists, in which cause an order of an adaptive FIR filter must be very large if some of poles of the ideal control filter are near the unit circle. But the IIR filters may have stability problems especially when the adaptive algorithm for adaptive filters is not yet converged. In this paper, a stabilized multi-channel recursive LMS (MCRLMS) algorithm for an adaptive multi-channel IIR filter is presented. RLMS algorithms usually diverge before the algorithm is not yet converged. So, in the beginning of the ANC system, the stability of the RLMS algorithms could be Improved by pulling the poles of the IIR filter to the center of the unit circle, and returning the poles to their original positions after the filter converges. Computer simulations and experiments for dipole ducts using a TMS320C32 digital signal processor have performed to show the effectiveness of a proposed algorithm.

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Implementation of active mufflers using stabilized adaptive IIR filters (안정한 적응 IIR 필터를 사용한 능동머플러 구현)

  • Bang, Kyung-Uk;Seo, Sung-Dae;Nam, Hyun-Do
    • Proceedings of the KIEE Conference
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    • 2005.07d
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    • pp.3066-3068
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    • 2005
  • Noise can make surrounding environments inferior and deteriorates operation efficiency, and it can bring aural damage as well as give a person psychological stress. Therefore, necessity of study about noise control is increased for better labor conditions and agreeable habitat. In this paper, implementation of active mufflers using a stable IIR adaptive filters is presented. The IIR filter structure is more effective when acoustic feedback exists, but the adaptive IIR filters could be unstable when the filter algorithm is not yet converged. A stabilizing process for adaptive IIR filter is introduced in this paper. Experiments using a TMS320C32 digital signal processor have performed to show the effectiveness of a proposed algorithm.

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Study of Spectral Factorization using Circulant Matrix Factorization to Design the FIR/IIR Lattice Filters (FIR/IIR Lattice 필터의 설계를 위한 Circulant Matrix Factorization을 사용한 Spectral Factorization에 관한 연구)

  • 김상태;박종원
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.3
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    • pp.437-447
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    • 2003
  • We propose the methods to design the finite impulse response (FIR) and the infinite impulse response (IIR) lattice filters using Schur algorithm through the spectral factorization of the covariance matrix by circulant matrix factorization (CMF). Circulant matrix factorization is also very powerful tool used fur spectral factorization of the covariance polynomial in matrix domain to obtain the minimum phase polynomial without the polynomial root finding problem. Schur algorithm is the method for a fast Cholesky factorization of Toeplitz matrix, which easily determines the lattice filter parameters. Examples for the case of the FIR Inter and for the case of the IIR filter are included, and performance of our method check by comparing of our method and another methods (polynomial root finding and cepstral deconvolution).

An Adaptive IIR Pre-equalizer for Terrestrial DTV Transmitters (지상파 DTV 송신기를 위한 적응 IIR 전치등화기)

  • Kim Hyoung-Nam;Kim Wan-Jin;Kwon Dae-Ken
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.3A
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    • pp.328-336
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    • 2006
  • A novel pre-equalization method for terrestrial DTV transmitters is presented. A pre-equalizer has been used in transmitters to correct group delay and amplitude distortions caused by a channel filter. In the proposed pre-equalizer, an equation-error adaptive IIR filtering scheme is adopted unlike the conventional pre-equalization using FIR filtering schemes. The pole-zero modelling property of IIR filters improves the signal-to-noise ratio and may deal with diverse linear distortions existing in DTV transmitters as well as the channel filter distortion. Simulation results show that the proposed IIR pre-equalizer performs better than the FIR pre-equalizer in terms of the residual mean-square error.

A Design of 2-D Zero-Phase IIR Digital Filter with Narrow Transition Band (협대역 변이영역을 갖는 2차원 영위상 IIR 디지털 필터의 설계)

  • 김훈학;연형태;이근영
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.12
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    • pp.1940-1946
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    • 1990
  • In this paper, we are proposed a 2-D zero-phase IIR second-order filter which have separable denominators. The filter combines the advantages of the separable denominator and the simplicity of the McClellan transform. Generally, the McClellan transformation is not suitable for IIR filter because the 1-D to 2-D substibution can not be achieved easily in most of denominators. So we have designed the second order denominator using a separable condition via a first order McClellan transformation. The implementation of a higher order filter can be achieved by cascading such second order parts with different coefficients in denominator. As a result, we have suppressed the ripples in stopband and obtained the narrow transition band.

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Performance Evaluation of Channel Estimation for WCDMA Forward Link with Space-Time Block Coding Transmit Diversity (시공간 블록 부호 송신 다이버시티를 적용한 WCDMA 하향 링크에서 채널 추정기의 성능 평가)

  • 강형욱;이영용;김용석;최형진
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.6A
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    • pp.341-350
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    • 2003
  • In this paper, we evaluate the performance of a moving average (MA) channel estimation filter when space-time block coding transmit diversity (STBC-TD) is applied to the wideband direct sequence code division multiple access (WCDMA) forward link. And we present the infinite impulse response (IIR) filter scheme that can reduce the required memory buffer and the channel estimation delay time. This paper also compares the performance between MA filter scheme and IIR filter scheme in various Rayleigh fading channel environments through the bit error rate (BER) and the frame error rate (FER). Extensive computer simulation results show that transmission with STBC-TD provides a significant gain in performance over no transmit diversity technique, particularly at pedestrian speeds. If STBC-TD technique is employed in the channel estimator based on MA filter, it provides considerable performance gains against Rayleigh fading and reduces the optimum filter tap number. Consequently, the channel estimation delay time and the complexity of the receiver are reduced. In addition, the channel estimator based on IIR filter has the advantages such as little memory requirement and no delay time compared to the MA scheme. However, IIR filter coefficients is very sensitive to the mobile speed change and it exerts a serious influence upon the performance. For that reason, it is important to set uP the optimum IIR filter coefficients.

On the Convergence Speed of Nonlinear Least-Squares IIR Adaptive Filter (비선형 무한 응답 최소자승형 적응 여파기의 수렴속도에 관한 연구)

  • 김화종
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1987.11a
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    • pp.58-60
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    • 1987
  • In this paper, we investigate an infinite impulse response adaptive digital filter based on the nonlinear least-squares algorithm, and compare its convergence speed to that of a self-orthogonalizing IIR ADF which is known to have fastest convergence. By simulation, it is shown that the NLS IIR ADF converges faster than other known IIR ADF's, especially for a low-order case.

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