• Title/Summary/Keyword: 분석 필터 뱅크

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Block Filter Structure for Low-power/Reconfigurable Uniform Filter Banks Implementation (저전력/유연성 Uniform 필터 뱅크 구현을 위한 블록 필터 구조)

  • 장영범;양세정
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.6B
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    • pp.752-759
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    • 2001
  • 본 논문은 필터 뱅크의 저전력 구조와 유연성 구조를 위한 구현 방법을 제안한다. 이와 같은 특성을 갖도록 하기 위하여 블록 필터를 필터 뱅크에 사용하였다. 블록 필터를 데시메이션 필터에 적용함으로써, 블록 필터의 병렬-직렬 변화기와 다운 샘플러가 상쇄됨을 보인다. 인터폴레이션 필터에서도 마찬가지로, 업 샘플러와 블록 필터의 직렬-병렬 변환기가 상쇄되어 효율적인 구조가 만들어짐을 보인다. 더 나아가, 블록 필터를 Uniform 필터 뱅크에 적용함으로써 분석 단자 합성 단의 첫 번째 채널 필터가 모든 채널에 공유될 수 있음을 보인다. 이와 같은 공유를 통하여 계산량이 현저히 감소된 필터 뱅크를 구현할 수 있었다. 또한 블록 필터 뱅크는 필터 뱅크의 차수 변환에 따른 하드웨어의 가감이 매우 용이하여 유연성을 갖는 구조임을 보인다.

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Analysis on the transient response of Polyphase DFT filter banks in the frequency hopping communication satellite transponder (주파수 도약 통신위성 중계기의 다상 DFT 필터뱅크 과도기 응답 분석)

  • Lee, Daeil;Joo, Jaikwan
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.42 no.7
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    • pp.610-615
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    • 2014
  • Filterbanks have been widely used in the field of multi-channel signal processing for their simple efficient implementation architectures. Especially, the polyphase DFT(Discrete Fourier Transform) filterbank is the most preferred filterbank for the uniform spaced multi-channel processing due to its simplicity. In frequency hopped communication systems, however, the use of the polyphase DFT filterbank is limited due to its undesirable transient response from hop-to-hop transitions. In this paper, the transient response of polyphase DFT filterbanks in the hop-to-hop transition was analyzed, and the efficient methods to overcome such a problem was proposed. Simulation results showed that the proposed schemes could resolve this issue efficiently.

Vibration Signal Analysis using Filter Banks (필터뱅크를 이용한 진동신호 분석)

  • 홍기섭;정우갑;한성환;박우룡;배현덕
    • Proceedings of the IEEK Conference
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    • 2000.09a
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    • pp.943-946
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    • 2000
  • 기계설비의 진동신호와 음향신호에서 결함신호를 검출하기 위해 본 논문에서는 ALE와 트리구조 필터뱅크를 이용 진동분석 시스템을 설계 구현하였다. ALE는 신호를 전처리함으로서 진동신호의 주기성분을 제거하여 결함신호검출을 용이하게 하며 트리구조 필터뱅크는 비정제적 결함신호를 전 대역에서 동일한 분해도로 분해한다. 설계된 진동분석 시스템은 모의실험과 DSP상의 구현을 통해 그 성능이 평가하였다.

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

  • Park, Kyu-Sik;Park, Jae-Hyun
    • The KIPS Transactions:PartB
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    • v.12B no.4 s.100
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    • pp.379-386
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    • 2005
  • This paper provides a rigorous theory for analysis of quantization effects and optimum filter bank design in quantized multidimensional subband filter banks. Even though subband filter design has been a hot topic for last decades, a few results have been reported on the subband filter with a quantizer. Each pdf-optimized quantizer is modeled by a nonlinear gain-plus-additive uncorrelated noise and embedded into the subband structure. Using polyphase decomposition of the analysis/synthesis filter banks, we derive the exact expression for the output mean square quantization error. Based on the minimization of the output mean square error, the technique for optimal filter design methodology is developed. Numerical design examples for optimum nonseparable paraunitary and biorthogonal filter banks are presented with a quincunx subsampling lattice. Through the simulation, $10\~20\;\%$ decreases in MSE have been observed compared with subband filter with no quantizers especially for low bit rate cases.

Music retrieval system implementation based on multi-level quantization scheme (다중 레벨 양자화 기법 기반의 음악 검색기 구현)

  • Song, Won-Sik;Park, Man-Soo;Kim, Hoi-Rin
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.1182-1187
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    • 2006
  • 본 논문은 필립스의 오디오 핑거프린트 추출 방식을 기반으로 기존의 방식이 주파수 영역을 너무 조밀하게 분석하는 특징을 지적하고 개선 방안으로 양자화를 통해 필터 뱅크의 에너지 변화율을 오디오 핑거프린트 추출시 반영하는 방법을 제안하였다. 또한 제안된 알고리즘을 사용하여 PDA 로 실제 어플리케이션을 구현하는 것을 목적으로 하고 있다. 제안된 방식은 필립스 방식과 동일한 메모리 크기를 유지하기 위하여 필터 뱅크의 개수를 33 개에서 17 개로 줄이고 필터 뱅크의 변화량을 2 비트로 할당하는 방식을 사용하였다. 변화량을 비트에 할당하기 위하여 음악 데이터 베이스로부터 추출된 각 밴드의 pmf를 통해 음악의 고유성을 최대로 증진 시킬 수 있는 임계치를 찾아내고 이것을 바탕으로 필터 뱅크의 변화량을 2 비트로 할당하였다. 이 같이 추출된 오디오 핑거프린트를 기반으로 PDA 와 음악 검색기 서버와의 통신을 이용하여 사용자가 요청한 쿼리 음악에 관련된 정보를 제공하는 시스템을 구현했다. 제안된 방식은 다양한 주변 잡음 환경에서 평가되어 기존의 필립스 방식 보다 성능 향상 물론 검색 속도 또한 개선되는 특징을 확인할 수 있었다.

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Analysis of the multiwavelet filter bank architecture (멀티웨이브렛 필터뱅크의 구조 분석)

  • Heo, Ung;Choi, Jae-Ho;Park, Tae-Yoon;Lee, Cheol-Soo
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2003.06a
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    • pp.209-212
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    • 2003
  • In this paper, we have analyzed a multiwavelet filter bank architecture which have several bases. The filter bank composed of multiwavelets bases is matrix-valued. Multiwavelets offer simultaneous orthogonality, symmetry, and short support, which is not possible for the scalar wavelet system, hence multiwavelet system can obtain excellent performance in signal analysis and compress. Also the multiwavelet differs from the scalar wavelet system in requiring two or more input streams to the multiwavelet filter bank. In this paper, we describe methods for obtaining such a input stream and how apply the actual data.

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Performance analysis of multi-carrier CDMA system using an orthogonal pair of quadrature filter banks (직교 쌍 필터 뱅크 기반 다중 반송파 CDMA 시스템의 성능분석)

  • 이재철
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.9B
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    • pp.1570-1578
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    • 2000
  • A quadrature pair of filter banks that are composed of a pair of cosine and sine modulated filter banks is applied to MC-CDMA data transmultiplexing in the view point of mitigating inter-channel interferences. Exploiting superior capabilities of wavelet properties in composing the filter banks the proposed scheme is capable of compromising inter-channel interference problems better than the conventional DFT-based MC-CDMA due to superior subchannelization effects. To verify the behavior of our proposed MC-CDMA system based on the quadrature filter banks the reverse-link bit error rates with respect to signal-to-noise ratio under Rayleigth fading and additive white Gaussian noise channel environments are computed. The results show an improved system performance over the conventional MC-CDMA in the view point of minimizing interference effects.

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A Study on Optimum Subband Filter Bank Design Using Vector Quantizer (벡터 양자화기를 사용한 최적의 부대역 필터 뱅크 구현에 관한 연구)

  • Jee, Innho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.17 no.1
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    • pp.107-113
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    • 2017
  • This paper provides a new approach for modeling of vector quantizer(VQ) followed by analysis and design of subband codecs with imbedded VQ's. We compute the mean squared reconstruction error(MSE) which depend on N the number of entries in each codebook, k the length of each codeword, and on the filter bank(FB) coefficients in subband codecs. We show that the optimum M-band filter bank structure in presence of pdf-optimized vector quantizer can be designed by a suitable choice of equivalent scalar quantizer parameters. Specific design examples have been developed for two different classes of filter banks, paraunitary and the biorthogonal FB and the 2 channel case. These theoretical results are confirmed by Monte Carlo simulation.

Low-power DWT filter bank design using comb filter and fourth-order polynomial (Comb 필터와 4차 다항식을 사용한 저전력 DWT 필터뱅크 설계)

  • Jang Young-Beom;Lee Won-Sang
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.42 no.1
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    • pp.87-94
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    • 2005
  • In this paper a low-power DWT(Discrete Wavelet Transform) design technique is proposed. As basic low-pass filter for analysis bank, comb filter is utilized, and in order to improve frequency response for the comb filter, a fourth order polynomial is also proposed. Another filters are designed by using perfect reconstruction conditions. The lowpass filter coefficients of the analysis filter bank are optimized based on the cost function and perfect reconstruction condition. The number of the multiplications and MSE(Mean Squared Error) performance of the proposed DWT filter bank are compared with those of the JPEG2000 (9, 7) filter bank. It is shown that number of multiplications of the proposed filter bank are saved with 33.3%, and MSE values of the proposed filter bank are also superior to those of the JPEG2000 (9, 7) filter bank.

The Recognition of Korean Single vowels by Use of the Diffusion Filter Bank as a Pre-processor (확산필터뱅크를 전처리기로 사용한 한국어 단모음인식)

  • Huh, Man-Tak;Kim, Jae-Chang
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.1
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    • pp.81-87
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    • 1997
  • In this paper, a new pre-processing method for the recognition of single vowels by use of spectrum envelope is presented. We use new extraction method of a spectrum envelope using the diffusion filter bank. By dividing analysis band of a diffusion filter bank into subbands, we decreased the number of diffusion process. And, by increasing the number of difference, we got higher selectivity. As a result of them, we reduced the total processing time, and got higher enhancement of discrimination. By getting 88.3% of average recognition rate for single vowels of natural voice through computer simulation. We confirmed it to be useful for speech recognition which use spectrum analysis of the voice signal to have many frequency components.

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