• 제목/요약/키워드: fast fourier transform

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Radix-3 FFT에 관한 고찰 (Study of Radix-3 FFT)

  • 정혜승
    • 항공우주기술
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    • 제9권1호
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    • pp.98-105
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    • 2010
  • 고속푸리에변환(Fast Fourier Transform)은 이산푸리에변환(Discrete Fourier Transform)의 주기적으로 반복되는 연산을 생략하여 그 속도를 향상시킨 연산방법이다. Radix-2 FFT는 그 정의에 따라 함수 재귀호출에 의해 구현될 수 있는데 이 방법은 스택복사 과정의 시간소모 때문에 고속동작이 어렵게 된다. 이를 극복하기 위해 신호점을 연산순서에 맞게 미리 재배열하고 배열된 신호점을 나비연산하는 방법으로 고속연산을 구현할 수 있다. 이 논문은 신호점 재배열 방법에 의한 Radix-2 FFT의 고속연산에 착안하여 Radix-3 FFT에 신호점 재배열 방식을 적용해 보고 그 타당성에 관해 고찰하였다.

Fast Fourier Transform을 이용한 풍력발전의 출력 분석 (A Study on the Method for Analyzing Wind Power Outputs through Fast Fourier Transform(FFT))

  • 박범준;허진
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2015년도 제46회 하계학술대회
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    • pp.87-88
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    • 2015
  • 본 논문에서는 제주풍력단지에 대한 측정 데이터(measured wind power outputs)를 기반으로 Fast Fourier Transform(FFT)을 실시하고, 이를 이용하여 각 풍력발전단지의 주파수 특성에 대해 분석해보고자 한다.

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Effect of Synchronization Errors on the Performance of Multicarrier CDMA Systems

  • Li Ying;Gui Xiang
    • Journal of Communications and Networks
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    • 제8권1호
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    • pp.38-48
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    • 2006
  • A synchronous multicarrier (MC) code-division multiple access (CDMA) system using inverse fast Fourier transform (IFFT) and fast Fourier transform (FFT) for the downlink mobile communication system operating in a frequency selective Rayleigh fading channel is analyzed. Both carrier frequency offset and timing offset are considered in the analysis. Bit error rate performance of the system with both equal gain combining and maximum ratio combining are obtained. The performance is compared to that of the conventional system using correlation receiver. It is shown that when subcarrier number is large, the system using IFFT/FFT has nearly the same performance as the conventional one, while when the sub carrier number is small, the system using IFFT/FFT will suffer slightly worse performance in the presence of carrier frequency offset.

PAPR reduction of OFDM systems using H-SLM method with a multiplierless IFFT/FFT technique

  • Sivadas, Namitha A.
    • ETRI Journal
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    • 제44권3호
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    • pp.379-388
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    • 2022
  • This study proposes a novel low-complexity algorithm for computing inverse fast Fourier transform (IFFT)/fast Fourier transform (FFT) operations in binary phase shift keying-modulated orthogonal frequency division multiplexing (OFDM) communication systems without requiring any twiddle factor multiplications. The peak-to-average power ratio (PAPR) reduction capacity of an efficient PAPR reduction technique, that is, H-SLM method, is evaluated using the proposed IFFT algorithm without any complex multiplications, and the impact of oversampling factor for the accurate calculation of PAPR is analyzed. The power spectral density of an OFDM signal generated using the proposed multiplierless IFFT algorithm is also examined. Moreover, the bit-error-rate performance of the H-SLM technique with the proposed IFFT/FFT algorithm is compared with the classical methods. Simulation results show that the proposed IFFT/FFT algorithm used in the H-SLM method requires no complex multiplications, thereby minimizing power consumption as well as the area of IFFT/FFT processors used in OFDM communication systems.

4-점 리버스 자켓 변환를 이용한 N-점 고속 푸리에 변환 (N-Point Fast Fourier Transform Using 4$\times$4 Fast Reverse Jacket Transform)

  • 이승래;성굉모
    • 한국통신학회논문지
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    • 제26권4B호
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    • pp.418-422
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    • 2001
  • 4-점 리버스 자켓 변환 (4-Point Reverse Jacket transform)의 장점 중의 하나는 4-점 fast Fourier transform(FFT)시 야기되는 실수 또는 복소수 곱셈을 행렬분해(matrix decomposition)를 이용, 곱셈인자를 모두 대각행렬에만 집중시킨, 매우 간결하고 효율적인 알고리즘이라는 점이다. 본 논문에서는 이를 N 점 FFT에 적용하는 알고리즘을 제안한다. 이 방법은 기존의 다른 변환형태보다 확장하거나 구조를 파악하기에 매우 용이하다.

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Large-scale 3D fast Fourier transform computation on a GPU

  • Jaehong Lee;Duksu Kim
    • ETRI Journal
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    • 제45권6호
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    • pp.1035-1045
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    • 2023
  • We propose a novel graphics processing unit (GPU) algorithm that can handle a large-scale 3D fast Fourier transform (i.e., 3D-FFT) problem whose data size is larger than the GPU's memory. A 1D FFT-based 3D-FFT computational approach is used to solve the limited device memory issue. Moreover, to reduce the communication overhead between the CPU and GPU, we propose a 3D data-transposition method that converts the target 1D vector into a contiguous memory layout and improves data transfer efficiency. The transposed data are communicated between the host and device memories efficiently through the pinned buffer and multiple streams. We apply our method to various large-scale benchmarks and compare its performance with the state-of-the-art multicore CPU FFT library (i.e., fastest Fourier transform in the West [FFTW]) and a prior GPU-based 3D-FFT algorithm. Our method achieves a higher performance (up to 2.89 times) than FFTW; it yields more performance gaps as the data size increases. The performance of the prior GPU algorithm decreases considerably in massive-scale problems, whereas our method's performance is stable.

파이프라인 방식에 의한 아다마르 변환 프로세서 (A Pipelined Hadamard Transform Processor)

  • 황영수;윤대희;차일환
    • 대한전자공학회논문지
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    • 제26권10호
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    • pp.1617-1623
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    • 1989
  • The introduction of the fast Fourier transform(FFT),an efficient computational algorithm for the discrete Fourier transform(DFT) by Cooley and Tukey(1965), has brought to the limelight various other discrete transforms. Some of the analog functions from which these transforms have been derived date back to the early 1920's, for example, Walsh functions (Walsh, 1923) and Hadamard Transform(Enomoto et al, 1965). Fast algorithms developed for the forward transform are equally applicable, exept for minor changes, to the inverse transform. In this paper, we present a simple pipelined Hadamard matrix(HM) which is used to develop a fast algorithm for the Hadamard Processor (HP). The Fast Hadamard Transform(FHT) can be derived using matrix partitioning techniques. The HP system is incorporated through a modular design which permits tailoring to meet a wide range of video data link applications. Emphasis has been placed on a low cost, a low power design suitable for airbone system and video codec.

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Abel-Fourier법과 디지탈 선형필터법과의 비교 (A Comparison between Abel-Fourier and Digital Linear Filter Methods)

  • 김희준
    • 자원환경지질
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    • 제20권2호
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    • pp.119-123
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    • 1987
  • 0차의 Hankel 변환은 Abel 변환과 Fourier 변환의 결합으로 나타낼 수 있다. 이 Abel-Fourier법은 샘플링 간격이 일정하지 않는 중합필터를 사용한 신속한 Abel 변환과 고속 Fourier 변환으로 작성될 때, 종래의 디지탈 선형필터법보다 계산시간면에서 유리하다. 그러나, Abel-Fourier법은 일반적으로 잘 설계된 디지탈 필터보다 정확하지는 않다. 전기탐사 문제에 이들 방법을 적용할 때, 디지탈 필터법이 Abel-Fourier 법보다 더 융통성이 많은 것으로 생각된다.

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Mapping 기법을 이용한 효율적인 IFFT 설계 (Efficient IFFT Design Using Mapping Method)

  • 장인걸;김용은;정진균
    • 대한전자공학회논문지TC
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    • 제44권11호
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    • pp.11-18
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    • 2007
  • FFT(Fast Fourier Transform) 프로세서는 WiBro, DAB, UWB와 같은 OFDM 시스템의 구현에 있어 중요한 블록 중 하나이다. 현재, FFT 프로세서의 구현에 관한 연구는 계속 이루어지고 있으며 대부분의 연구들은 곱셈기의 수나 면적감소, 메모리 사이즈 감소, 제어회로를 감소시키는 것에 초점을 두어 진행되고 있다. 본 논문에서는 IFFT(Inverse Fast Fourier Transform)에서 요구되는 메모리를 감소시키기 위하여 mapping 방법을 토대로 한 새로운 IFFT 설계방법을 제안한다. WiBro를 위한 1024포인트 IFFT를 설계하기 위해 $Radix-2^4$ SDF(Single-Path Delay Feedback) 구조를 사용하여 시뮬레이션하였으며 제안된 IFFT 설계방법으로 구현했을 시 기존의 방법으로 설계했을 때와 비교하여 메모리가 차지하는 면적에서 60%이상의 감소와 입력비트별로 다양한 SQNR(Signal-to-Quantization-Noise Ratio) 이득을 보였다.

Modification of the fast fourier transform-based method by signal mirroring for accuracy quantification of thermal-hydraulic system code

  • Ha, Tae Wook;Jeong, Jae Jun;Choi, Ki Yong
    • Nuclear Engineering and Technology
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    • 제49권5호
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    • pp.1100-1108
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    • 2017
  • A thermal-hydraulic system code is an essential tool for the design and safety analysis of a nuclear power plant, and its accuracy quantification is very important for the code assessment and applications. The fast Fourier transform-based method (FFTBM) by signal mirroring (FFTBM-SM) has been used to quantify the accuracy of a system code by using a comparison of the experimental data and the calculated results. The method is an improved version of the FFTBM, and it is known that the FFTBM-SM judges the code accuracy in a more consistent and unbiased way. However, in some applications, unrealistic results have been obtained. In this study, it was found that accuracy quantification by FFTBM-SM is dependent on the frequency spectrum of the fast Fourier transform of experimental and error signals. The primary objective of this study is to reduce the frequency dependency of FFTBM-SM evaluation. For this, it was proposed to reduce the cut off frequency, which was introduced to cut off spurious contributions, in FFTBM-SM. A method to determine an appropriate cut off frequency was also proposed. The FFTBM-SM with the modified cut off frequency showed a significant improvement of the accuracy quantification.