• Title/Summary/Keyword: Linear filter

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Takagi-Sugeno Fuzzy Sampled-data Filter for Nonlinear System (비선형 시스템을 위한 Takagi-Sugeno 퍼지 샘플치필터)

  • Kim, Ho Jun;Park, Jin Bae;Joo, Young Hoon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.25 no.4
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    • pp.349-354
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    • 2015
  • This paper presents the stability conditions of the Takagi-Sugeno (T-S) fuzzy sampled-data filter. The error system between the T-S fuzzy system and fuzzy filter is presented. In the sense of the Lyapunov stability analysis, the stability conditions are given, which can be represented in terms of linear matrix inequalities (LMIs). The proposed stability conditions utilize the different approach from the conventional methods, and have better performance than that of the conventional ones. The simulation example is given to show the effectiveness of the proposed method.

Design of FIR filters with Prefilter-Equalizer Structure for Narrowband Communication Systems (협대역 통신시스템을 위한 전처리기-등화기 구조의 FIR 여파기 설계)

  • Oh Hyukjun;Ahn Heejune
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.6C
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    • pp.577-584
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    • 2005
  • Optimal methods for designing multiplierless minimal complexity FIR filters with cascaded prefilter-equalizer structures are proposed for narrowband communication systems. Assuming that an FIR filter consists of a cyclotomic polynomial(CP) prefilter and an interpolated second order polynomial(ISOP) equalizer, in the proposed method the prefilter and equalizer are simultaneously designed using mixed integer linear programming(MILP). The resulting filter is a cascaded filter with minimal complexity. Design examples demonstrate that the proposed methods produce a more computationally efficient cascaded prefilter-equalizer than other existing filters.

Almost linear-phase compensator for Cascaded Integrator-Comb filter (Cascaded Integrator-Comb 필터를 위한 근사 선형 위상 보상기)

  • Lee Kyu-Ha;Lee Chung-yong
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.42 no.4 s.304
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    • pp.153-158
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    • 2005
  • In this paper, a filter is proposed to compensate droop of the CIC filter for SDR. The proposed compensation filter has almost linear-phase characteristic, requires low operational complexity, and is cost-effective due to its second-order characteristic and lowest operational rate in the baseband.. Especially, it compensates droop in the passband with little performance degradation in the stopband. It is shown, by a design example and its performance analysis, that the proposed compensation method gives performance enhancement in communication systems. It is also shown that the proposed method is superior to conventional ones in view of memory usage and computational load.

Adaptive blind decision feedback equalization using constant modulus and prediction algorithm (CMA와 예측 알고리듬을 이용한 판정궤환 적응 자력등화 기법)

  • 서보석;이재설;이충웅
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.4
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    • pp.996-1007
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    • 1996
  • In this paper, a blind adaptation method for a decision feedback equalizer (DFE) is proposed to deal with nominimum phase channels. This equalizer is composed of a linear transversal filter and a prediction error filter which are trained separately using constant modulus and decision feedback prediction algorithms, respectively, during the learnign time. The proposed algorithm guaranetees the DFE to converge to a suboptimal point on the condition that a linear transversal of the proposed scheme is illustrated and the performance is compared with conventional blind equlization algorithms.

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A Model Predictive Tracking Control Algorithm of Autonomous Truck Based on Object State Estimation Using Extended Kalman Filter (확장 칼만 필터를 이용한 대상 상태 추정 기반 자율주행 대차의 모델 예측 추종 제어 알고리즘)

  • Song, Taejun;Lee, Hyewon;Oh, Kwangseok
    • Journal of Drive and Control
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    • v.16 no.2
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    • pp.22-29
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    • 2019
  • This study presented a model predictive tracking control algorithm of autonomous truck based on object state estimation using extended Kalman filter. To design the model, the 1-layer laser scanner was used to estimate position and velocity of the object using extended Kalman filter. Based on these estimations, the desired linear path for object tracking was computed. The lateral and yaw angle errors were computed using the computed linear path and relative positions of the truck. The computed errors were used in the model predictive control algorithm to compute the optimal steering angle for object tracking. The performance evaluation was conducted on Matlab/Simulink environments using planar truck model and actual point data obtained from laser scanner. The evaluation results showed that the tracking control algorithm developed in this study can track the object reasonably based on the model predictive control algorithm based on the estimated states.

HYBRID CODING USING THE LMS ALGORITHM (LMS ALGORITHM을 이용한 HYBRID CODING)

  • Kim, Seung-Won;Lee, Keun-Young
    • Proceedings of the KIEE Conference
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    • 1987.07b
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    • pp.1379-1382
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    • 1987
  • IN ADAPTIVE LINEAR PREDICTION, AN ADAPTIVE CAPABILITY IS BUILT INTO THE PROCESSOR SUCH THAT AS THE IMAGE STATISTICS CHANGE, THE PREDICTION FILTER COEFFICIENTS THEMSELVES CHANGE, PRODUCING A NEW FILTER MORE CLOSELY OPTIMIZED TO THE NEW SET OF IMAGES STATISTICS. THE LMS ALGORITHM MAY BE USED TO ADAPT THE COEFFICIENT OF AN ADAPTIVE PREDICTION FILTER FOR IMAGE SOURCE ENCODING. IN THIS PAPER, TWO CODING SYSTEMS USING DPCM AND LMS ALGORITHMS RESPECTIVELY FOR OBTAINING THE FIRST TRANSFORMED COEFFICIENT IN HYBRID CODING ARE COMPARED.

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A Design of 20 MHz CMOS Continuous Time Low-Pass Filter Using Linear Transconductors (선형 트랜스컨덕터를 이용한 20 MHz CMOS 연속시간 저역-통과 여파기의 설계)

  • 박희종;박상렬;김동용;차형우;정원섭
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.357-360
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    • 1999
  • A 20 MHz CMOS continuous low-pass filter using simulated floating inductor consisted of two fully-differential transconductors and a capacitor is presented. The theory of operation is described and simulation results show close agreement between predicted behaviour and experimential performance. Simulation results show that the filter has ripple bandwidth of 22 MHz, pass-band ripple of 0.36 ㏈. and cutoff frequency of 26 MHz at supplay voltage of $\pm$3 V. The power dissipation is 19.2 ㎽.

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Design of real time FIR filter for removal of noise in ECG (ECG 신호의 잡음 제거를 위한 실시간 FIR 필터의 설계)

  • 황선철;이경중;이명호
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10b
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    • pp.690-693
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    • 1987
  • Base-line wandering and 60Hz noise in ECG are removed by linear phase FIR filter. The important problem in FIR filtering is to reduce the number of impulse response coefficients. It can be reduced by symmetrical impulse response. The ripple is improved by window function .omega.(n). And the determination of filter accuracy is proposed by PRD(percent rms difference) algorithm.

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A study on the Parameter Identification for a Mechanical Dynamic System Using a Time-Domain Extened Kalman Filter Algorithm (시간 영역에서의 Extended Kalman Filter 알고리즘을 이용한 동적 기계 시스템의 파라미터 추정에 관한 연구)

  • 이용복;김창호;사종성;김광식
    • Journal of KSNVE
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    • v.2 no.2
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    • pp.135-140
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    • 1992
  • The Extended Kalman Filter(EKF) algorithm estimates variables and unknown parameters simultaneously and is applied to parameter identification of linear and nonlinear mechanical systems. In this paper, an EKF algorithm was developed through a computer simulation and then applied to a sealing test system as a practical example. Comparing with the frequency domain analysis, it was proved to be a useful alternative for the parameter identification.

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Robust Guaranteed Cost Filtering for Uncertain Systems with Time-Varying Delay Via LMI Approach

  • Kim, Jong-Hae
    • Transactions on Control, Automation and Systems Engineering
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    • v.3 no.1
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    • pp.27-31
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    • 2001
  • In this paper, we consider the guaranteed cost filtering design method for time-varying delay system with parameter uncertainties by LMI(Linear Matrix Inequality) approach. The objective is to design a stable guaranteed cost filter which minimizes the guaranteed cost fo the closed loop systems in filtering error dynamics. The sufficient conditions for the existence of filter, the guaranteed cost filter design method, and th guaranteed cost upper bound are proposed by LMI technique in terms of all finding variables. Finally, we give an example to check the validity of the proposed method.

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