• 제목/요약/키워드: Error Minimization Scheme

검색결과 27건 처리시간 0.027초

Blind adaptive receiver for uplink multiuser massive MIMO systems

  • Shin, Joonwoo;Seo, Bangwon
    • ETRI Journal
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    • 제42권1호
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    • pp.26-35
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    • 2020
  • Herein, we consider uplink multiuser massive multiple-input multiple-output systems when multiple users transmit information symbols to a base station (BS) by applying simple space-time block coding (STBC). At the BS receiver, two detection filters for each user are used to detect the STBC information symbols. One of these filters is for odd-indexed symbols and the other for even-indexed symbols. Using constrained output variance metric minimization, we first derive a special relation between the closed-form optimal solutions for the two detection filters. Then, using the derived special relation, we propose a new blind adaptive algorithm for implementing the minimum output variance-based optimal filters. In the proposed adaptive algorithm, filter weight vectors are updated only in the region satisfying the special relation. Through a theoretical analysis of the convergence speed and a computer simulation, we demonstrate that the proposed scheme exhibits faster convergence speed and lower steady-state bit error rate than the conventional scheme.

판재 변형률 자동측정시스템의 발전 (Recent Development of Automated Strain Measurement System for Sheet Metal Parts)

  • 김형종
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2000년도 춘계학술대회논문집
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    • pp.129-133
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    • 2000
  • It is reasonable to use the stereo vision and image processing technique to digitize 3D coordinates of grid points and to evaluate surface strains on a sheet metal parts. However this method has its intrinsic problems such as the difficulty in enhancement of bad images inevitable error due to digital image resolution of camera and frame grabber unreliability of strains and thickness evaluated from coarse grid on the corner area with large curvature and the limitation of the area that can be measured at a time. Therefore it is still hard to measure strain distribution over the entire surface of a medium,- or large-sized stamped part at a time even by using an automated strain measurement system. In this study the curvature correction algorithm based on the grid refinement and the geometry assembling algorithm based on the global error minimization (GEM) scheme are suggested. Several applications are presented to show the reliability and efficiency of these algorithms.

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AWGN 채널에서 VQ 부호책과 직교 진폭변조신호 좌표의 공동 최적화 (Joint Optimization of Source Codebooks and Channel Modulation Signal for AWGN Channels)

  • 한종기;박준현
    • 한국통신학회논문지
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    • 제28권6C호
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    • pp.580-593
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    • 2003
  • 이 논문은 양자화 오류와 채널왜곡을 고려한 양극왜곡을 최소화시키기 위해 변조신호의 좌표와 소스 인코더를 동시에 최적화하는 방법을 제안한다. 제안된 최적화 과정은 먼저 주어진 변조 신호에 대해서, VQ 부호책을 최적화한다. 그리고 나서 앞 단계에서 얻어진 VQ 부호책에 대해, 변조 신호를 최적화한다. 이 두 과정들은 국소 최적점에 도달할 때까지 반복 시행된다. 또한 본 논문에서는 코드 벡터와 변조 신호들간의 대응 관계를 효율적으로 설정함으로써 전체 시스템의 성능이 개선됨을 보인다. 컴퓨터 실험을 통하여 제안된 시스템이 잡음 없는 채널에서 설계된 VQ 부호책과 기존의 직교 진폭 변조(QAM) 신호를 기반으로 하는 종래의 시스템보다 우수한 성능을 갖음을 보여준다.

고정 소수점 연산시 오차의 전파를 줄이는 고속 이산 여현 변환 알고리즘 (A fast DCT algorithm with reduced propagation error in the fixed-point compuitation)

  • 정연식;이임건;최영호;박규태
    • 한국통신학회논문지
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    • 제23권9A호
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    • pp.2365-2371
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    • 1998
  • 이산 여현 변환(Discrete Cosine Transform: DCT)은 음성 및 영상 신호의 압축에 광범위하게 응용되고 있다. 본 논문에서는 $2^{m}$-포인트의 일반적인 경우로 확장이 가능한 새로운 고속 DCT 알고리즘과 구조를 제안한다. 제안한 알고리즘은 커널의 대칭성을 이용하여 N-포인트의 DCT를 N/2-포인트의 DCT로 나누어 처리하며 이를 재귀적으로 적용해 나간다. 제안한 알고리즘은 적은 덧셈 및 곱셈 연산을 통해 변환을 수행하며, 변환을 위해 통과해야 하는 곱셈 연산단의 수가 적고 대부분의 곱셈 연산이 흐름도상의 후반부에서 일괄적으로 수행되므로 고정 소수점 연산시에 발생할 수 있는 오차의 전파를 줄일 수 있다.

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버블패킹방법을 이용한 2차원 자동격자 생성 및 재구성 알고리듬 개발(I) -선형 해석- (Development of Algorithm for 2-D Automatic Mesh Generation and Remeshing Technique Using Bubble Packing Method (I) -Linear Analysis-)

  • 정순완;김승조
    • 대한기계학회논문집A
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    • 제25권6호
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    • pp.1004-1014
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    • 2001
  • The fully automatic algorithm from initial finite element mesh generation to remeshing in two dimensional geometry is introduced using bubble packing method (BPM) for finite element analysis. BPM determines the node placement by force-balancing configuration of bubbles and the triangular meshes are made by Delaunay triangulation with advancing front concept. In BPM, we suggest two node-search algorithms and the adaptive/recursive bubble controls to search the optimal nodal position. To use the automatically generated mesh information in FEA, the new enhanced bandwidth minimization scheme with high efficiency in CPU time is developed. In the remeshing stage, the mesh refinement is incorporated by the control of bubble size using two parameters. And Superconvergent Patch Recovery (SPR) technique is used for error estimation. To verify the capability of this algorithm, we consider two elasticity problems, one is the bending problem of short cantilever beam and the tension problem of infinite plate with hole. The numerical results indicate that the algorithm by BPM is able to refine the mesh based on a posteriori error and control the mesh size easily by two parameters.

Actuator Fault Diagnostic Algorithm based on Hopfield Network

  • Park, Tae-Geon;Ryu, Ji-Su;Hur, Hak-Bom;Ahn, In-Mo;Lee, Kee-Sang
    • 한국지능시스템학회논문지
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    • 제10권3호
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    • pp.211-217
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    • 2000
  • A main contribution of this paper is the development of a Hopfield network-based algorithm for the fault diagnosis of the actuators in linear system with uncertainties. An unknown input decoupling approach is introduced to the design of an adaptive observer so that the observer is insensitive to uncertainties. As a result, the output observation error equation does not depend on the effect of uncertainties. Simultaneous energy minimization by the Hopfield network is used to minimize the least mean square of errors of errors of estimates of output variables. The Hopfield network provides an estimate of the gains of the actuators. When the system dynamics changes, identified gains go through a transient period and this period is used to detect faults. The proposed scheme is demonstrated through its application to a simulated second-order system.

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Modulated Finite Control Set - Model Predictive Control for Harmonic Reduction in a Grid-connected Inverter

  • Nguyen, Tien Hai;Kim, Kyeong-Hwa
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2017년도 전력전자학술대회
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    • pp.268-269
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    • 2017
  • This paper presents an improved current control strategy for a three-phase grid-connected inverter under distorted grid conditions. Distorted grid condition is undesirable due to negative effects such as power losses and heating problem in electrical equipments. To enhance the power quality of distributed generation systems under such a condition, a modulated finite control set - model predictive control (MFCS-MPC) scheme will be proposed, in which the optimal switching signals of inverter are chosen by online basis using the principle of current error minimization. In addition, the moving average filter (MAF) is used to improve the phase-lock loop in order to obtain the harmonic-free reference currents on the stationary frame. The usefulness of the proposed MFCS-MPC method is proved by the comparative simulation results under different operating conditions.

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조석유동 해석을 위한 비선형 유한요소모형(I) -모형의 개발- (Nonlinear Finite Element Model for Tidal Analysis(I) -Model Development-)

  • 나정우;권순국
    • 한국농공학회지
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    • 제36권3호
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    • pp.144-154
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    • 1994
  • An efficient tidal model, TIDE which is an iterative type, nonlinear finite element model has developed for the analysis of the tidal movement in the coastal area which is characterized by irregular boundaries and bottom topography. Traditional time domain finite element models have been in difficulties with requirement for high eddy viscosity coefficients and small time steps to insure numerical instability. These problems are overcome by operating in the frequency domain with an elaborate grid system by combining the triangular and quadrilateral shape grids. Furthermore, in order to handle non-linearity which will be more significant in the shallow region, an iterative scheme with least square error minimization algorithm has been implemented in the model. The results of TIDE model are agreed with the analytical solutions in a rectangular channel under the condition of tidal waves entering the channel closed at one end.

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원자현미경용 XY 스캐너의 아베 오차 최소화를 위한 최적 설계 및 원자 현미경의 측정 불확도 평가 (Optimal design of a flexure hinge-based XY AFM scanner for minimizing Abbe errors and the evaluation of measuring uncertainty of AFM system)

  • 김동민;이동연;권대갑
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1438-1441
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    • 2005
  • To establish of standard technique of nano-length measurement in 2D plane, new AFM system has been designed. In this system, measurement uncertainty is dominantly affected by the Abbe error of XY scanning stage. No linear stage is perfectly straight; in other words, every scanning stage is subject to tilting, pitch and yaw motion. In this paper, an AFM system with minimum offset of XY sensing is designed. And XY scanning stage is designed to minimize rotation angle because Abbe errors occur through the multiply of offset and rotation angle. To minimize the rotation angle optimal design has performed by maximizing the stiffness ratio of motion direction to the parasitic motion direction of each stage. This paper describes the design scheme of full AFM system, especially about XY stage. Full range of fabricated XY scanner is $100um\times{100um}$. And tilting, pitch and yaw motion are measured by autocollimator to evaluate the performance of XY stage. Using this AFM system, 3um pitch specimen was measured. As a result, the uncertainty of total system has been evaluated.

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다중 안테나 공간 다중화 릴레이 시스템을 위한 근사 최소 비트 오율 전력 할당 방법 (Approximate Minimum BER Power Allocation of MIMO Spatial Multiplexing Relay Systems)

  • 황규호;최수용
    • 한국통신학회논문지
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    • 제36권4A호
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    • pp.337-344
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    • 2011
  • 본 논문은 모든 노드가 다중 안테나를 갖는 다중 안테나 (MIMO, multiple-input and multiple-output) 공간 다중화 (SM, spatial multiplexing) 릴레이 시스템을 비트 오율 (BER, bit error rate) 관점에서 연구한다. 제한된 전력 자원을 효율적으로 이용하기 위해서는 각 노드와 안테나에서 최적화된 전력 할당 전략이 필요하다. 본 논문은 이런 관점에서 다중 안테나 공간 다중화 릴레이 시스템을 위한 비트 오율 최소화에 기반을 둔 전력 할당 알고리즘을 제안한다. 제안된 알고리즘은 평균 비트 오율을 직접 최소화하여 얻어지며, 노드 간 (inter-node) 전력 할당 알고리즘과 안테나 간 (inter-antenna) 전력 할당 알고리즘으로 구성된다. 비트 오율 성능에 있어서, 기존의 균등 전력 할당 (EPA, equal power allocation) 알고리즘보다 추가적인 전력 소비 없이도 월등한 성능을 보인다.