• Title/Summary/Keyword: Error Reduction

Search Result 1,416, Processing Time 0.034 seconds

Filtering Techniques for Chaotic Signals

  • Lee, Chung-Yong
    • The Journal of the Acoustical Society of Korea
    • /
    • v.15 no.3E
    • /
    • pp.45-59
    • /
    • 1996
  • Generalized iterative methods for reducing noise in contaminated chaotic signals are proposed. These methods minimize a cost function composed of two parts : one containing information that represents how close enhanced signals are to the observed signal and another composed of constraints that fit the dynamics of the system. The convergence conditions and the error systems of the proposed are investigated. As one aspect of noise reduction, the suppression or cancellation of a chaotic interference signal is discussed.

  • PDF

A HYBRID METHOD FOR REGULARIZED STRUCTURED LINEAR TOTAL LEAST NORM

  • KWON SUNJOO
    • Journal of applied mathematics & informatics
    • /
    • v.18 no.1_2
    • /
    • pp.621-637
    • /
    • 2005
  • A hybrid method solving regularized structured linear total least norm (RSTLN) problems, which have highly ill-conditioned coefficient matrix with special structures, is suggested and analyzed. This scheme combining RSTLN algorithm and separation by parts guarantees the convergence of parameters and has an advantages in reducing the residual norm and relative error of solutions. Computational tests for problems arisen in signal processing and image formation process confirm that the presenting method is effective for more accurate solutions to (R)STLN problem than the (R)STLN algorithm.

Premixed Flames and Auto-ignition Computations with the Short Chemical Mechanism (축소 반응 메카니즘으로부터 예혼합 화염 및 자발화 계산)

  • Lee, Su Gak;Lee, Ki Yong
    • 한국연소학회:학술대회논문집
    • /
    • 2012.04a
    • /
    • pp.279-281
    • /
    • 2012
  • A short chemical mechanism was developed with the chemical model reduction strategy based on the use of Simulation Error Minimization Connectivity Method(SEM-CM). We examined the accuracy resulting from using this mechanism, as compared with the full mechanism, for premixed flames and auto-ignition of methane-air mixture under high pressures. These comparisons are in good agreement, but it has a little divergence to predict the ignition delay time at high pressure conditions as compared with experiment results.

  • PDF

Noise Reduction Approach of Nonlinear Function for a Range Image using 2-D Kalman Filtering Method

  • Katayama, Jun;Sekin, Yoshifumi
    • Proceedings of the IEEK Conference
    • /
    • 2000.07b
    • /
    • pp.898-901
    • /
    • 2000
  • A new 2-D block Kalman filtering method which uses a nonlinear function is presented to generate a more accurate filtered estimate of a range image that has been corrupted by additive noise. Novel 2-D block Kalman filtering method is constructed of the conventional method and nonlinear function which utilizes to control estimation error. We show that novel 2-D Kalman filtering method using a nonlinear function is effective at reducing the additive noise, not distorting shape edges.

  • PDF

A New Effective Learning Algorithm for a Neo Fuzzy Neuron Model

  • Yamakawa, Takeshi;Kusanagi, Hiroaki;Uchino, Eiji;Miki, Tsutomu
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 1993.06a
    • /
    • pp.1017-1020
    • /
    • 1993
  • This paper describes a neo fuzzy neuron which was produced by a fusion of fuzzy logic and neuroscience. Some learning algorithms are presented. The guarantee for the global minimum on the error-weight space is proved by a reduction to absurdity. Enhanced is that the learning speed of the neo fuzzy neuron exceeds 100,000 times of that of conventional multi-layer neural networks.

  • PDF

A Short Kinetic Mechanism for Premixed Flames of Aromatic Compound : Benzene (방향족 화합물 화염의 축소 반응 메카니즘 개발 : 벤젠)

  • Lee, Ki Yong
    • 한국연소학회:학술대회논문집
    • /
    • 2015.12a
    • /
    • pp.161-164
    • /
    • 2015
  • A short kinetic mechanism for premixed benzene/air flames was developed with a reduction method of Simulation Error Minimization Connectivity Method(SEM-CM). It consisted of 38 species and 336 elementary reactions. Flame speeds were calculated and compared with those from full mechanisms and experiments of other researcher. Those comparisons are in good agreement between the full mechanism and the short mechanism at high pressure condition. In numerical work the running time with the short mechanism was over 10 times faster than one with the full mechanism.

  • PDF

Torque Reduction of SRM Using An Advanced Direct Instantaneous Torque Control Scheme (개선된 직접순시토크제어기법을 이용한 SRM의 토크리플 저감)

  • Wang, Huijun;Kim, Tae-Hyoung;Lee, Dong-Hee;Ahn, Jin-Woo
    • Proceedings of the KIEE Conference
    • /
    • 2007.07a
    • /
    • pp.148-149
    • /
    • 2007
  • In this paper, an advanced torque control scheme of SRM using DITC(Direct Instantaneous Torque Control) and PWM(pulse width modulation) is investigated. The proposed DITC-PWM regulates a duty ratio of the phase switch according to the torque error and simple control rules of DITC without any hysteresis bandwidth. The proposed control method is verified by the simulations and experimental results.

  • PDF

Design and Reduction of Check Bits of Single Error Correcting Code (단일 오류정정부호의 설계와 검사어 압축)

  • Cho, Sung-Jin;Hwang, Yoon-Hee
    • Annual Conference of KIPS
    • /
    • 2004.05a
    • /
    • pp.1209-1212
    • /
    • 2004
  • 현대사회에서 정보 전달의 중요성이 강조되면서 부호이론에 대한 연구가 빠른 속도로 진척되었다. 따라서 잡음이 있는 통신로를 통하여 정보를 전송하고자 할 때 발생하는 오류를 정정하는 오류정정부호 장치가 필요하게 되었다. 본 논문에서는 특별한 행렬을 이용하여 보내고자 하는 정보를 단일 오류정정 부호로 부호화, 복호화하고, 또 부호화과정에서 검사어를 압축하는 방법을 고안한 것이다.

  • PDF

Computational Latency Reduction via Simplified Soft-bit Estimation of Hierarchical Modulation (근사화된 계층 변조의 연판정 비트 검출을 통한 연산 지연시간 감소)

  • You, Dongho
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2022.06a
    • /
    • pp.175-178
    • /
    • 2022
  • 본 논문은 고차 계층 변조, 즉 계층 64QAM의 연판정 비트 검출을 위한 단순화된 연산 방법을 다룬다. 이는 기존 계층 변조의 연판정 비트, 즉 LLR(Log-Likelihood Ratio)값의 근사를 통해 불필요한 연산을 줄여 이에 필요한 지연시간을 줄일 수 있다. 또한 제안된 기법은 기존의 연판정 비트 검출 기법과 매우 유사한 비트 오류율(BER: Bit Error Rate) 성능을 유지하기 때문에 연판정 비트를 활용하는 방송 및 통신 시스템에 폭넓게 적용될 수 있을 것으로 기대한다.

  • PDF

Performance of SE-MMA Blind Adaptive Equalization Algorithm in QAM System (QAM 시스템에서 SE-MMA 블라인드 적응 등화 알고리즘의 성능)

  • Lim, Seung-Gag;Kang, Dae-Soo
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.13 no.3
    • /
    • pp.63-69
    • /
    • 2013
  • This paper related with the performance of SE-MMA (Signed-Error MMA) that is the reduction of computational operation number in algorithm than MMA blind eualization algorithm which are possible to elimination of intersymbol interferance in the band limited and time dispersive nonlinear communication channel. In MMA algorithm which are possible to reduction of amplitude and phase rotation by intersymbol interference that is occurred in channel without using the training sequence, it uses the error signal that is the difference of the equalizer output and constant modulus, the statisticlly characteristic of transmitted signal. But in SE-MMA, it uses the polarity of the error signal, then it is possible to reduce the updating the tap coefficient and to simplify the H/W implementation. The computer simulation were performed in order to compare the performance of SE-MMA and conventional MMA algorithm. For this, the recovered signal constellation that is the output of the equalizer, the convergence performance by MSE, MD (maximum distortion) and residual isi characteristic learning curve, SER were used. As a result of simulation, the SE-MMA has more fast convergence speed than the MMA. But in the other index after reaching the seady state, it gives more worst performance values in the used index.