• 제목/요약/키워드: Digital fourier transform

검색결과 193건 처리시간 0.032초

Performance Analysis of MCDD in an OBP Satellite Communications System

  • Kim, Sang-Goo;Yoon, Dong-Weon
    • Journal of Communications and Networks
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    • 제12권6호
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    • pp.529-532
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    • 2010
  • Multi-carrier demultiplexer/demodulator (MCDD) in an on-board processing (OBP) satellite used for digital multimedia services has two typical architectures according to the channel demultiplexing procedure: Multistage multi-carrier demultiplexer (M-MCD) or poly-phase fast Fourier transform (PPF). During the channel demultiplexing, phase and quantization errors influence the performance of MCDD; those errors affect the bit error rate (BER) performance of M-MCD and PPF differently. In this paper, we derive the phase error variances that satisfy the condition that M-MCD and PPF have the same signal to noise ratio according to quantization bits, and then, with these results, analyze the BER performances of M-MCD and PPF. The results provided here may be a useful reference for the selection of M-MCD or PPF in designing the MCDD in an OBP satellite communications system.

동공크기 변화신호의 STFT와 CNN을 이용한 2차원 감성분류 (2D Emotion Classification using Short-Time Fourier Transform of Pupil Size Variation Signals and Convolutional Neural Network)

  • 이희재;이다빛;이상국
    • 한국멀티미디어학회논문지
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    • 제20권10호
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    • pp.1646-1654
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    • 2017
  • Pupil size variation can not be controlled intentionally by the user and includes various features such as the blinking frequency and the duration of a blink, so it is suitable for understanding the user's emotional state. In addition, an ocular feature based emotion classification method should be studied for virtual and augmented reality, which is expected to be applied to various fields. In this paper, we propose a novel emotion classification based on CNN with pupil size variation signals which include not only various ocular feature information but also time information. As a result, compared to previous studies using the same database, the proposed method showed improved results of 5.99% and 12.98% respectively from arousal and valence emotion classification.

MC-CDMA 시스템을 위한 FFT 기반의 디지털 구현 알고리즘 개선 (An Improvement on FFT-Based Digital Implementation Algorithm for MC-CDMA Systems)

  • 김만제;나성주;신요안
    • 한국통신학회논문지
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    • 제24권7A호
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    • pp.1005-1015
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    • 1999
  • 본 논문에서는 BPSK (binary shift keying) 방식을 사용하고 IFFT (inverse fast Fourier transform)와 FFT를 이용하여 기저 대역 변조기 및 복조기를 디지털로 구현한 MC-CDMA (multi carrier-code division multiple access) 시스템과 동일한 비트오율 (bit error rate) 성능을 갖고, 계산량과 대역폭을 줄이는 IFFT/FFT 기반의 새로운 디지털 구현 알고리즘 및 제안된 알고리즘에 적용되는 등화기 구조를 제안한다. 제안된 방법은 2개의 N/2-point 실수신호를 N/2-point IFFT와 FFT를 이용하여 동시에 변환하고 다시 복원할 수 있는 변형된 FFT 알고리즘에 기반을 두고 있다. 제안된 방법의 성능은 부가성 백색 가우시안 잡음 채널과 주파수 선택적 페이딩 채널 하에서 equal gain combiner와 maximal ratio combiner 등화기에 의한 다이버시티를 이용하여 수신했을 경우에 대한 모의실험을 통해 확인하였다.

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Harmonic Identification Algorithms Based on DCT for Power Quality Applications

  • Yepes, Alejandro G.;Freijedo, Francisco D.;Doval-Gandoy, Jesus;Sanchez, Oscar Lopez;Fernandez-Comesana, Pablo;Alvarez, Jano Malvar
    • ETRI Journal
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    • 제32권1호
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    • pp.33-43
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    • 2010
  • The increasing demand for non-sinusoidal currents affects the quality of distribution networks. Harmonic detection is a crucial step in the cancellation of those components by active power filters. In this paper, the discrete cosine transform (DCT) is compared with different implementations based on Fourier transforms, demonstrating their equivalences and the advantages provided by the former. We demonstrate that the phase error in the presence of grid frequency deviations and the transient length are reduced by half in comparison to the discrete Fourier transform. A novel algorithm is developed to provide frequency adaptation to the DCT, taking advantage of its good features. The window width is adjusted in real time according to the actual value of the grid fundamental frequency by means of a phase-locked loop. A technique based on dithering is employed to overcome the limitation caused by the truncation of the window number of samples, so the frequency resolution is enhanced. The theoretical approach is verified by simulated and experimental results.

ATSC DTV 신호 검출 성능 (Performance of Spectrum Sensing for ATSC DTV Signals)

  • 이소영;김은철;김진영
    • 한국인터넷방송통신학회논문지
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    • 제10권3호
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    • pp.167-172
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    • 2010
  • 본 논문은 ATSC DTV (advanced television system committee digital television) 신호를 검출하기 위해 고속 퓨리에 변환 (FFT : fast Fourier transform) 기반의 파일럿 신호를 검출하는 알고리즘의 성능을 파라미터를 변화시켜가면서 분석하였다. DTV 신호를 검출하기 위한 요구사항을 분석하였으며, 센싱 회수 및 시간에 따라서 성능을 비교하였다. 실험 결과 센싱 횟수가 증가할수록 신호 검출 성능이 향상되는 것을 확인할 수 있었다. 본 논문의 결과는 DTV 주파수 대역의 인지 라디오 (CR : cognitive radio) 시스템을 구현하는데 참고자료로 활용될 수 있다.

Image analysis에 의한 한지와 화지의 섬유 배향성 연구 (The Study of Hanji and Washi Fiber Orientation using Image analysis)

  • 한윤희;에노마에 토시하루;이소가이 아키라
    • 한국펄프종이공학회:학술대회논문집
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    • 한국펄프종이공학회 2006년도 추계학술발표논문집
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    • pp.89-96
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    • 2006
  • To estimate the manufacturing district and generation of ancient paper as a cultural property, fiber orientation is one of the criteria. Image analysis using fast Fourier transform with suitable modifications was demonstrated to be an effective means to determine angle and intensity of fiber orientation as a nondestructive method. Binarization process of microscopic images of paper surface and precise calculation for average Fourier coefficients as an angular distribution by linear interpolation were newly introduced in the procedures to improve the accuracy. This analysis method was applied to digital optical micrographs of paper surfaces. Korea and Japanese traditional hand making papers were well distinguished. Korea and Japanese papers made in the traditional ways showed its own characteristic orientation behavior in accordance with the motion of a bamboo wire.

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웨이브렛 변환쌍과 적응-길이 메디안 필터를 이용한 임펄스 노이즈 제거에 관한 연구 (A Study on the Removal of Impulse Noiseusing Wavelet Transform Pair and Adaptive-Length Median filter)

  • 배상범;김남호
    • 한국정보통신학회논문지
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    • 제7권7호
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    • pp.1575-1581
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    • 2003
  • 사회가 고도의 디지털 정보화 시대로 급속히 발전함에 따라 영상 및 음성 데이터의 획득, 전송, 저장을 위한 멀티 미디어 통신 서비스가 상용화 되어가고 있다. 그러나, 여전히 데이터를 디지털화하거나 전송하는 과정에서 여러 가지 원인에 의해 노이즈가 발생하고 있으며, 이러한 노이즈를 제거하기 위한 연구는 지금까지 계속되고 있다. 노이즈를 제거하기 위해 기존에 FFT와 STFT 등이 있었으나, 신호에 대한 시간정보를 알 수 없고 시간-주파수 국부성이 상충관계를 갖는다. 따라서, 이러한 한계를 극복하기 위해 신호처리 분야의 새로운 기법으로 제시된 웨이브렛 변환은 시간-주파수 국부성을 가지므로, 다양한 신호를 해석하는데 용이할 뿐만 아니라, 다중 해상도 해석이 가능하므로 최근 여러 분야에 응용되고 있다. 그리고, 두 개의 웨이브렛 기저가 힐버트 변환쌍을 형성하도록 설계될 때, 웨이브렛 쌍은 데이터 특징 검출에서 기존의 DWT보다 우수한 성능을 갖는다. 따라서, 본 연구에서는 절단된 계수 벡터에 의해 설계된 두 개의 dyadic 웨이브렛 기저와 적응-길이 메디안 필터를 사용하여 임펄스 노이즈를 제거하였다.

DFT 및 FFT에 있어서의 Redundancies와 그의 제거에 의한 Fourier 변환고속화 (Improvement in computing times by the elimination of redundancies in existing DFT and FFT)

  • 안수길
    • 대한전자공학회논문지
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    • 제14권6호
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    • pp.26-30
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    • 1977
  • DFT 및 FFT의 계산과정에 포함된 redunduncy를 분석하고 이 redundancy를 최대한으로 감소시키는 방장을 제안하였다. 이로서 FFT계산 등을 위한 계산기시간이 대폭감축됨을 실증하였다. T.D.C.F와 T.D.F.T 등을 Discrete한 경우에 확장하여 Digital Signal Processing의 여러 과정에 있어서 더 길은 물리적 뜻을 부여할 수가 있었다.

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Effective Separation Method for Single-Channel Time-Frequency Overlapped Signals Based on Improved Empirical Wavelet Transform

  • Liu, Zhipeng;Li, Lichun;Li, Huiqi;Liu, Chang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권5호
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    • pp.2434-2453
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    • 2019
  • To improve the separation performance of time-frequency overlapped radar and communication signals from a single channel, this paper proposes an effective separation method based on an improved empirical wavelet transform (EWT) that introduces a fast boundary detection mechanism. The fast boundary detection mechanism can be regarded as a process of searching, difference optimization, and continuity detection of the important local minima in the Fourier spectrum that enables determination of the sub-band boundary and thus allows multiple signal components to be distinguished. An orthogonal empirical wavelet filter bank that was designed for signal adaptive reconstruction is then used to separate the input time-frequency overlapped signals. The experimental results show that if two source components are completely overlapped within the time domain and the spectrum overlap ratio is less than 60%, the average separation performance is improved by approximately 32.3% when compared with the classic EWT; the proposed method also improves the suitability for multiple frequency shift keying (MFSK) and reduces the algorithm complexity.

Fast Hartley Transform을 이용한 확률론적 발전 시뮬레이션에 관한 연구 (A Study on the Probabilistic Generating Simulation by Fast Hartley Transform)

  • 송길영;김용하;최재석
    • 대한전기학회논문지
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    • 제39권4호
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    • pp.341-348
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    • 1990
  • This paper describes an algorithm for evaluating the Loss of Load Probability (LOLP) and calculating the production cost for all the generators in the system using Fast Hartley Transform (FHT). It also suggests the deconvolution procedure which is necessary for the generation expansion planning. The FHT is as fast as or faster than the Fast Fourier Transform (FFT) and serves for all the uses such as spectral, digital processing, and convolution to which the FFT is normally applied. The transformed function using FFT has complex numbers. However, the transformed function using FHT has real numbers and the convolution become quite simple. This method has been applied for the IEEE reliability test system and practical size model system. The test results show the effectiveness of the proposed method.

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