• 제목/요약/키워드: optimum filter design

검색결과 104건 처리시간 0.016초

영상압축을 위한 최적의 서브밴드 양자화 필터 설계 (Optimum Subband Quantization Filter Design for Image Compression)

  • 박규식;박재현
    • 정보처리학회논문지B
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    • 제12B권4호
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    • pp.379-386
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    • 2005
  • 본 논문은 다차원 서브밴드 필터 뱅크에서 양자화 효과에 대한 분석과 그에 따른 최적의 필터 설계 방법에 대한 이론을 제안한다. 기존의 서브밴드 필터뱅크에 대한 연구에서 양자화 과정에 대한 고려는 매우 미미하였다. 본 연구에서는 확률 밀도에 최적화된 양자화기가 이득에 무상관성 잡음이 더하여진 비선형 형태로 모델링 되어 서브밴드 구조에 결합된다. 분석/합성 필터 뱅크에 다위상 분리 방법을 적용하여 양자화 과정에 의한 출력에서의 MSE가 유도되며 이 에러의 최소화 과정을 통하여 최적의 필터 설계 방법이 개발된다. 또한 5점형 구조의 표본화 격자를 이용한 최적의 비분리 파라유니터리와 이중직교 필터의 설계와 이를 이용한 영상 데이터의 압축 및 복원 과정을 통하여 성능 분석을 한다. 시뮬레이션 결과 제안한 설계방법에 따른 필터가 기존의 단순한 PR 서브밴드 필터보다 영상의 압축 및 복원에서 10에서 20퍼센트 정도의 MSE 감소를 보여주었고 낮은 비트율에서 특히 우수한 성능을 나타내었다.

바커 코드에 대한 최적 부엽 억제 필터의 설계에 관한 연구 (A Study on the Design of Optimum Sidelobe Suppression Filter for Barker Codes)

  • 정경태
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1991년도 학술발표회 논문집
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    • pp.151-156
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    • 1991
  • In this paper, we propose a new algorithm for designing the R-G filter that has optimum performance in terms of mean square sidelobe level(MSSL) for the Barker code. The advantage of the conventional R-G filter lies in its simple structure so that it can be easily implemented. However, the conventional R-G filter dose not have optimum performances in terms of peak sidelobe level(PSL), mean sidelobe level(MSL), and MSSL. Recently, a(R-G)LP filter of which filter coefficients are obtained by the linear programming algorithm was proposed and known to have optimum performance in PSL. The proposed (R-G)LS filter keeps the simple structure of the conventional R-G filter and has the filter coefficients that minimizes the sidelobe in the least square sense. The analytic results show that the proposed (R-G)LS filter has better performances than the conventional R-G filter in terms of PSL, MSL, and MSSL. Compared with (R-G)LP filter, the proposed (R-G)LS filter has better performances in terms of MSL and MSSL. The proposed filter design algorithm can be applied to the other binary codes such as truncated pseudonoise(PN) codes and concatenated codes.

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Floating-Poing Quantization Error Analysis in Subband Codes System

  • Park, Kyu-Sik
    • The Journal of the Acoustical Society of Korea
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    • 제16권1E호
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    • pp.41-48
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    • 1997
  • The very purpose of subband codec is the attainment of data rate compression through the use of quantizer and optimum bit allocation for each decimated signal. Yet the question of floating-point quantization effects in subband codec has received scant attention. There has been no direct focus on the analysis of quantization errors, nor on design with quantization errors embedded explicitly in the criterion. This paper provides a rigorous theory for the modelling, analysis and optimum design of the general M-band subband codec in the presence of the floating-point quantization noise. The floating-point quantizers are embedded into the codec structure by its equivalent multiplicative noise model. We then decompose the analysis and synthesis subband filter banks of the codec into the polyphase form and construct an equivalent time-invariant structure to compute exact expression for the mean square quantization error in the reconstructed an equivalent time-invariant structure to compute exact expression for the mean square quantization error in the reconstructed output. The optimum design criteria of the subband codec is given to the design of the analysis/synthesis filter bank and the floating-point quantizer to minimize the output mean square error. Specific optimum design examples are developed with two types of filter of filter banks-orthonormal and biorthogonal filter bank, along with their perpormance analysis.

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Optimum Nonseparable Filter Bank Design in Multidimensional M-Band Subband Structure

  • Park, Kyu-Sik;Lee, Won-Cheol
    • The Journal of the Acoustical Society of Korea
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    • 제15권2E호
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    • pp.24-32
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    • 1996
  • A rigorous theory for modeling, analysis, optimum nonseparable filter bank in multidimensional M-band quantized subband codec are developed in this paper. Each pdf-optimized quantizer is modeled by a nonlinear gain-plus-additive uncorrelated noise and embedded into the subband structure. We then decompose the analysis/synthesis filter banks into their polyphase components and shift the down-and up-samplers to the right and left of the analysis/synthesis polyphase matrices respectively. Focusing on the slow clock rate signal between the samplers, we derive the exact expression for the output mean square quantization error by using spatial-invariant analysis. We show that this error can be represented by two uncorrelated components : a distortion component due to the quantizer gain, and a random noise component due to fictitious uncorrelated noise at the uantizer. This mean square error is then minimized subject to perfect reconstruction (PR) constraints and the total bit allocation for the entire filter bank. The algorithm gives filter coefficients and subband bit allocations. Numerical design example for the optimum nonseparable orthonormal filter bank is given with a quincunx subsampling lattice.

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벡터양자기를 사용한 최적의 이차원 부대역필터의 구현 (Optimum design of two-dimensional subband filter banks using vector quantizer)

  • Jonghong Shin;Innho Jee
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 제13회 신호처리 합동 학술대회 논문집
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    • pp.667-670
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    • 2000
  • This paper provides a heuristic theory for modeling and analysis of vector quantization effects in 2-dimensional subband filter banks. This model is used as the basis for optimal filter bank design. The scalar non-linear gain-plus-additive noise quantization model can be used to represent each vector quantizer in 2-band subband codec. The validity and accuracy and of this analytic model is confirmed by comparing the calculated model quantization errors with actual simulation of the optimum LBG vector quantizer. Numerical design examples for the optimum separable paraunitary filter banks are suggested in this paper.

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VDL Mode-2 시스템을 위한 수신 알고리듬 설계 (Design of Receiver Algorithms for VDL Mode-2 Systems)

  • 이희수;이지연;박효배;오왕록
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2009년도 정보 및 제어 심포지움 논문집
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    • pp.6-8
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    • 2009
  • In this paper. we propose receiver algorithms for VHF(Very High Frequency) digital link mode-2(VDL Mode-2) systems. Unlike conventional digital communication systems using the root raised cosine filter as a transmit and receive filter, raised cosine filter is used as a transmit filter in VDL Mode-2 systems. Hence, it is crucial to design and implement the optimum lowpass receive filter by considering the amount of inter-symbol interference and noise performance. On the other hand, due to the short preamble pattern, it is crucial to develop an efficient packet detection algorithm for reliable communication link. In this paper, we design the optimum receive filter and packet detection algorithm and evaluate the performance of receiver adopting the proposed receive filter and packet detection algorithm.

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고순도 Polymer 방사기계 필터 시스템 최적설계 기술 개발에 관한 실험적 연구 (A Experimental Study of Optimum Filter System Design of High Purity Polymer Thread Machine)

  • 오태훈;김창식;송동주
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2000년도 추계학술대회논문집B
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    • pp.514-519
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    • 2000
  • Predicting a pressure drop between inlet and outlet of the filter system is essential in designing the optimum filter system. This experiment has been carried out to investigate several design parameters which influence in a pressure drop, such as different tube length and metal fiber filter mesh size. A 1/50 scale filter system was made to simulate a real filter system. Results are compared with Darcy equation for a porous media.

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증폭 및 전달 릴레이 기반 다중 사용자 피어투피어 통신 시스템에서 강인한 MMSE 필터 설계 방법 (On Robust MMSE-Based Filter Designs for Multi-User Peer-to-Peer Amplify-and-Forward Relay Systems)

  • 신준우
    • 한국통신학회논문지
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    • 제38A권9호
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    • pp.798-809
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    • 2013
  • 본 논문에서는 부정확한 채널 정보가 주어진 환경에서 multi-user peer-to-peer 증폭 및 전달 릴레이 시스템에 대한 robust 릴레이 및 수신기 필터 설계 방법을 제안한다. 구체적으로, 평균 자승 오류율 합을 최소화 하는 관점에서 릴레이 및 수신기 필터를 구한다. 우선 iterative 연산이 필요한 joint 최적화 필터 설계 방법을 제시한다. 그리고 iterative 방법의 연산 복잡도를 개선하기 위해 릴레이 필터의 분해능에 기반을 둔 두 가지 robust non-iterative 부최적화 방법을 제안한다. 또한 릴레이와 특정 수신기 간의 local channel state information 만을 이용하는 변형된 수신기 설계 방법을 추가적으로 제안한다. 연산 복잡도 분석과 평균 자승 오류율 합 및 비트 오류율 성능을 확인하는 실험을 통해, 제안하는 robust non-iterative 부최적화 방법이 robust iterative 최적화 방법과 비교해 연산량 감소 효과는 크면서 성능 열화는 제한적임을 확인하였다. 그리고 채널 정보의 부정확함이 존재하는 시스템 환경에서 제안하는 방법의 상당한 robustness 를 확인하였다.

Design of Subband Codecs Using Optimized Vector Quantizer

  • Jee, Innho
    • The Journal of the Acoustical Society of Korea
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    • 제15권2E호
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    • pp.33-38
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    • 1996
  • This paper provides an approach for representing an optimum vector quantizer by a scalar nonlinear gain-plus-additive noise model. The validity and accuracy of this analytic model is confirmed by comparing the calcuated model quantization errors with actual simulation of the optimum Linde-Buzo-Gray(LBG) vector quantizer. Using this model we frm MSE measure of an M-band filter bank codec in terms of the equivalent scalar quantizatin model and find the optimum FIR filter coefficients for each channel in the M-band structure for a given bit rate, given filter length, and given input signal correlation model. Specific design examples are worked out for 4-tap filters in the two-band paraunitary case. These theoretical results are confirmed by extensive Monte Carlo simulation.

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태양광 인버터의 노치 필터 최적 설계 (Optimal Design of Notch Filter in Photovoltaic Inverter)

  • 김용래;허철영;이영권;최익;최주엽
    • 한국태양에너지학회 논문집
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    • 제39권2호
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    • pp.81-92
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    • 2019
  • When Photovoltaic inverter is connected to grid and used as PVPCS (Photovoltaic Power Conditioning System), 120 Hz AC ripple occurs at the dc-link capacitor voltage. This AC ripple reduces the efficiency of PVPCS and shortens the lifetime of the capacitor. In this paper, we design a notch filter to remove AC ripple. As a result, the AC voltage ripple was removed from the dc link and the THD of the PVPCS output current with the notch filter was lowered. This notch filter is determined by the damping coefficient, the bandwidth coefficient, and the switching frequency. Among these, the switching frequency determines the switching loss and the size of the LC filter, and the PVPCS with the high switching frequency has a greater efficiency loss due to the switching loss than the efficiency improvement by the notch filter. Therefore, it is important to set the optimum switching frequency in the PVPCS with the notch filter applied. In this paper, THD and switching loss of PVPCS output current with notch filter are calculated through simulation, and cost function to calculate optimum switching frequency through data is proposed.