• 제목/요약/키워드: perturbation estimate

검색결과 79건 처리시간 0.034초

섭동공분산행렬을 이용한 수정 빔형성기 방법의 신호 추정에 대한 연구 (A Study on Signal Estimation of Modified Beamformer Method using Perturbation Covariance Matrix)

  • 이관형;조태준
    • 한국정보전자통신기술학회논문지
    • /
    • 제10권4호
    • /
    • pp.333-339
    • /
    • 2017
  • 무선환경에서의 송신신호는 정보신호이외에 간섭, 잡음이 혼합된 신호가 수신된다. 수신기에 입사한 신호에서 원하는 신호를 추정하기 위해서 본 연구를 진행하고자 한다. 본 연구에서는 수정된 빔형성기 방법으로 공간상의 목표물을 정확히 추정하는 방법에 대해서 연구하였다. 수정된 빔형성기 방법은 적응배열 안테나와 섭동공분산행렬을 사용하여 최적의 가중치를 획득하고 공간상에 빔을 주사하여 원하는 신호를 추정한다. 계산량이 많지 않은 수정 빔형성기 방법으로 분해능을 향상시켜 원하는 목표물의 신호를 추정한다. 모의실험을 통하여 수정 빔형성기 방법과 분해능이 우수한 MUSIC방법과 성능을 비교분석한다. 모의실험결과로 본 연구에서 수정 빔형성기 방법이 기존의 빔형성기 방법보다 분해능이 10도 향상되었고 MUSIC방법과 비슷한 성능의 결과를 나타내었다. 본 연구의 분해능은 약 5도까지 원하는 신호를 추정하였다.

시간지연추정제어기에 관한 리뷰 (Review on controllers with a time delay estimation)

  • 이효직;윤지섭
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2005년도 춘계학술대회 논문집
    • /
    • pp.1120-1124
    • /
    • 2005
  • We reviewed controllers with a time delay estimation in this paper. Time delay control (TDC) and sliding mode control (SMC) are well known robust control schemes. Basically, the TDC has a main characteristic called a time delay estimation from which we can estimate the total uncertainty of a system. . The TDC causes the stick-slip in the case of systems with a friction. The so-called TDCSA which are short for TDC with switching action was developed to reduce the stick-slip. The TDC has the additional switching action term in the TDC structure. In the other hand, the SMC dose not have a time delay estimation but instead it can estimate the system uncertainty through the switching action. The SMC has a difficulty to estimate the total uncertainty of a system because it does not have a time delay estimation. In order to solve the difficulty, some control schemes were developed. Among them, we need to focus our attention on two control schemes: SMCPE and SMCTE, which are short for sliding mode control with a perturbation estimation and sliding mode control with a time delay estimation, respectively. In this paper, we analyzed and compared the characteristic of above three controllers. Even though the motives for the development of three control schemes are different, three control schemes have much in common in terms of their controller structures.

  • PDF

PERTURBATION ANALYSIS FOR THE POSITIVE DEFINITE SOLUTION OF THE NONLINEAR MATRIX EQUATION $X-\sum^m_{i=1}A^{\ast}_iX^{\delta_i}A_i=Q$

  • Duan, Xue-Feng;Wang, Qing-Wen;Li, Chun-Mei
    • Journal of applied mathematics & informatics
    • /
    • 제30권3_4호
    • /
    • pp.655-663
    • /
    • 2012
  • Based on the elegant properties of the spectral norm and Thompson metric, we firstly give two perturbation estimates for the positive definite solution of the nonlinear matrix equation $$X-\sum^m_{i=1}A^{\ast}_iX^{\delta_i}A_i=Q(0<|{\delta}_i|<1)$$ which arises in an optimal interpolation problem.

Electricity Price Prediction Model Based on Simultaneous Perturbation Stochastic Approximation

  • Ko, Hee-Sang;Lee, Kwang-Y.;Kim, Ho-Chan
    • Journal of Electrical Engineering and Technology
    • /
    • 제3권1호
    • /
    • pp.14-19
    • /
    • 2008
  • The paper presents an intelligent time series model to predict uncertain electricity market price in the deregulated industry environment. Since the price of electricity in a deregulated market is very volatile, it is difficult to estimate an accurate market price using historically observed data. The parameter of an intelligent time series model is obtained based on the simultaneous perturbation stochastic approximation (SPSA). The SPSA is flexible to use in high dimensional systems. Since prediction models have their modeling error, an error compensator is developed as compensation. The SPSA based intelligent model is applied to predict the electricity market price in the Pennsylvania-New Jersey-Maryland (PJM) electricity market.

동적마찰 섭동을 갖는 자율이동 로봇 시스템의 강인적응제어 및 안정성 해석 (Robust Adaptive Control of Autonomous Robot Systems with Dynamic Friction Perturbation and Its Stability Analysis)

  • 조현철;이권순
    • 제어로봇시스템학회논문지
    • /
    • 제15권1호
    • /
    • pp.72-81
    • /
    • 2009
  • This paper presents a robust adaptive control method using model reference control strategy against autonomous robot systems with random friction nature. We approximate a nonlinear robot system model by means of a feedback linearization approach to derive nominal control law. We construct a Least Square (LS) based observer to estimate friction dynamics online and then represent a perturbed system model with respect to approximation error between an actual friction and its estimation. Model reference based control design is achieved to implement an auxiliary control in order for reducing control error in practice due to system perturbation. Additionally, we conduct theoretical study to demonstrate stability of the perturbed system model through Lyapunov theory. Numerical simulation is carried out for evaluating the proposed control methodology and demonstrating its superiority by comparing it to a traditional nominal control method.

Perturbation and Perceptual Analysis of Pathological Sustained Vowels according to Signal Typing

  • 이지연;최성희;;한민수;최홍식
    • 말소리와 음성과학
    • /
    • 제2권2호
    • /
    • pp.109-115
    • /
    • 2010
  • In this paper, we investigate a signal typing on the basis of visual impression of distinctive spectrogram. Pathological voices are classified into signal type 1, 2, 3, or 4 to estimate perturbation parameters and to mark perceptual rating based on Consensus Auditory-Perceptual Evaluation of Voice (CAPE-V). The results suggest that perturbation analysis can be applied to only type 1 and 2 signals and the perceptual ratings of overall grade increase with each signal type, overall. A good inter-rater reliability is showed among three raters. We recommend that pathological voices should be marked the signal typing and CAPE-V, together, to definitely describe the characteristics of pathological voices.

  • PDF

NUMERICAL METHOD FOR A SYSTEM OF SINGULARLY PERTURBED CONVECTION DIFFUSION EQUATIONS WITH INTEGRAL BOUNDARY CONDITIONS

  • Raja, Velusamy;Tamilselvan, Ayyadurai
    • 대한수학회논문집
    • /
    • 제34권3호
    • /
    • pp.1015-1027
    • /
    • 2019
  • A class of systems of singularly perturbed convection diffusion type equations with integral boundary conditions is considered. A numerical method based on a finite difference scheme on a Shishkin mesh is presented. The suggested method is of almost first order convergence. An error estimate is derived in the discrete maximum norm. Numerical examples are presented to validate the theoretical estimates.

MASS ESTIMATE TECHNIQUES OF MOLECULAR CLOUDS

  • Lee, Young-Ung
    • 천문학논총
    • /
    • 제9권1호
    • /
    • pp.55-68
    • /
    • 1994
  • We have reviewed three different techniques to estimate molecular cloud mass, and discussed the uncertainties involved. We found that determination of the most important parameter, the $^{13}CO$ abundance, is not very sensitive to the real LTE conditions, and that any possible error in deriving LTE column density may not introduce an error in the total gas column density, as far as the visual extinction is established for the object cloud. The virial technique always endows the largest mass estimate as there are several uncertainties, even if the cloud is in virial equilibrium. The strong indicator of the cloud perturbation is the centroid velocity dispersion. The mass using CO luminosity is based on the empirical law, but weakly dependent on the virial assumption, thus it still gives a larger mass estimate. The mass discrepancy is likely to be inevitable, and a factor of two or three difference between mass estimates could easily be attributed to the uncertainties mentioned above. The LTE mass estimate may be the most reliable one if we use the relation visual extinction and $^{13}CO$ column density of the object cloud, and the intercept is included.

  • PDF

Diagnostic for Smoothing Parameter Estimate in Nonparametric Regression Model

  • In-Suk Lee;Won-Tae Jung
    • Communications for Statistical Applications and Methods
    • /
    • 제2권2호
    • /
    • pp.266-276
    • /
    • 1995
  • We have considered the study of local influence for smoothing parameter estimates in nonparametric regression model. Practically, generalized cross validation(GCV) does not work well in the presence of data perturbation. Thus we have proposed local influence measures for GCV estimates and examined effects of diagnostic by above measures.

  • PDF