• Title/Summary/Keyword: Discrete Fourier transform (DFT)

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Physical Database Design for DFT-Based Multidimensional Indexes in Time-Series Databases (시계열 데이터베이스에서 DFT-기반 다차원 인덱스를 위한 물리적 데이터베이스 설계)

  • Kim, Sang-Wook;Kim, Jin-Ho;Han, Byung-ll
    • Journal of Korea Multimedia Society
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    • v.7 no.11
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    • pp.1505-1514
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    • 2004
  • Sequence matching in time-series databases is an operation that finds the data sequences whose changing patterns are similar to that of a query sequence. Typically, sequence matching hires a multi-dimensional index for its efficient processing. In order to alleviate the dimensionality curse problem of the multi-dimensional index in high-dimensional cases, the previous methods for sequence matching apply the Discrete Fourier Transform(DFT) to data sequences, and take only the first two or three DFT coefficients as organizing attributes of the multi-dimensional index. This paper first points out the problems in such simple methods taking the firs two or three coefficients, and proposes a novel solution to construct the optimal multi -dimensional index. The proposed method analyzes the characteristics of a target database, and identifies the organizing attributes having the best discrimination power based on the analysis. It also determines the optimal number of organizing attributes for efficient sequence matching by using a cost model. To show the effectiveness of the proposed method, we perform a series of experiments. The results show that the Proposed method outperforms the previous ones significantly.

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A Study on Automatic Multi-Power Synchronous Transfer Switch using New DFT Comparator (새로운 DFT 비교기를 이용한 자동 다전원 동기절체 스위치에 관한 연구)

  • Kwak, A-Rim;Park, Seong-Mi;Son, Gyung-Jong;Park, Sung-Jun;Kim, Jong-Cheol
    • Journal of the Korean Society of Industry Convergence
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    • v.25 no.3
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    • pp.423-431
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    • 2022
  • The UPS(Uninterruptible Power Supply) system operates in the battery charging mode when the grid is normal, and in the UPS mode, which is the battery discharge mode when a grid error occurs. Since the UPS must supply the same voltage as the grid to the load within 4 [ms] in case of a grid error, the switching time and power recovery time should be short when controlling the output voltage and current of the UPS, and the power failure detection time is also important. The power outage detection algorithm using DFT(Discrete Fourier Transform) proposed in this paper compares the grid voltage waveform with the voltage waveform including the 9th harmonic generated through DFT using Schmitt trigger to detect power outage faster than the existing power outage monitoring algorithm. There are advantages. Therefore, it is possible to supply instant and stable power when switching modes in the UPS system. The multi-power-applied UPS system proposed in this paper uses DFT, which is faster than the conventional blackout monitoring algorithm in detecting power failure, to provide stable power to the load in a shorter time than the existing power outage monitoring algorithm when a system error occurs. The detection method was applied. The changeover time of mode switching was set to less than 4 [ms], which is 1/4 of the system cycle, in accordance with KSC 4310 regulation, which was established by the Industrial Standards Council on the regulation of uninterruptible power supply. A 10 [kW] UPS system in which commercial voltage, vehicle generator, and auxiliary diesel generator can be connected to each of the proposed transfer devices was constructed and the feasibility was verified by conducting an experiment.

Access timing offsets-resilient SC-FDMA (접속동기 오차에 강한 SC-FDMA 기법)

  • Kim, Bong-Seok;Choi, Kwonhue
    • Journal of Satellite, Information and Communications
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    • v.7 no.3
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    • pp.26-29
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    • 2012
  • In this paper, we propose a Single Carrier Frequency Division Multiple Access(SC-FDMA) scheme with greatly enhanced tolerance of timing offset among the users. The type of the proposed scheme is similar to code spread Multiple Carrier Direct Spread Code Division Multiple Access(MC DS CDMA). The proposed scheme performs partial Discrete Fourier Transform(DFT) in order to solve high Peak to Average Power Ratio(PAPR) of the MC DS CDMA before Inverse Fast Fourier Transform(IFFT). Exploiting the property Properly Scrambled Walsh-Hadamard(PSW) code has zero correlation despite ${\pm}1$ chip timing offset, the proposed scheme achieves Multiple Access Interference free performance with the timing offset up to ${\pm}1$ OFDM symbol duration with low PAPR. In contrast, the other existing schemes in comparison undergo severe performance degradation even with small timing offset in multipath fading channel.

Digital Watermarking on the Color coordinate (칼라 좌표계에서의 디지털 워크마킹)

  • Lee Chang-Soon;Jung Song-Ju
    • Journal of Korea Society of Industrial Information Systems
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    • v.10 no.2
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    • pp.102-108
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    • 2005
  • CIELAB coordinate is represented by one lightness component and two chromaticity components and similar to human visual system. Visual devices such as computer monitor display images using RGB coordinate. We propose a technique for inserting the watermark of visually recognizable mark into the middle frequency domain of image. RGB coordinate image is transformed into CIELAB coordinate, which include the characteristics of Human vision and then a* component is transformed into DFT(Discrete Fourier transform) transform.

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Phasor Estimation Method Eliminating the Effect of the DC offsets (DC 옵셋의 영향을 제거한 페이저 연산 기법)

  • Lee, Dong-Gyu;Kim, Hyung-Kyu;Kwon, Young-Jin;Kang, Sang-Hee
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.203_204
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    • 2009
  • In this paper, we propose a Fourier transform-based modified phasor estimation method to eliminate the adverse influence of exponentially decaying DC offsets. Discrete Fourier Transform (DFT) is generally used to calculate the phasor of the fundamental frequency component in digital protective relays. However, the output of the DFT contains an error due to exponentially decaying DC offsets. Therefore, the decaying DC components should be taken into consideration when calculating the phasor of the fundamental frequency component of a relaying signal. In this paper, the error due to DC offsets in a DFT is calculated and eliminated using the outputs of quaternity DFT, so that the phasor of the fundamental component can be accurately estimated. The performance of the proposed algorithm is evaluated by using computer-simulated signals and EMTP-generated signals. A performance evaluation showed that the proposed algorithm was not affected by system and fault conditions. Thus, the proposed algorithm can effectively suppress the adverse influence of DC offsets in a relaying signal.

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A New Two-Level Index Mapping Scheme for Pipelined Implementation of Multidimensional DFT (새로운 이중 색인 사상에 의한 다차원 DFT의 파이프라인 구조 개발)

  • Yu, Sung-Wook
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.4
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    • pp.790-794
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    • 2007
  • This paper presents a new index mapping method for DFT (Discrete Fourier Transform) and its application to multidimensional DFT. Unlike conventional index mapping methods such as DIT (Decimation in Time) or DIF (Decimation in Frequency) algorithms, the proposed method is based on two levels of decomposition and it can be very efficiently used for implementing multidimensional DFT as well as 1-dimensional DFT. The proposed pipelined architecture for multidimensional DFT is very flexible so that it can lead to the best tradeoff between performance and hardware requirements. Also, it can be easily extended to higher dimensional DFTs since the number of CEs (Computational Elements) and DCs (Delay Commutators) increase only linearly with the dimension. Various implementation options based on different radices and different pipelining depths will be presented.

Analysis of DFT-based Channel Estimation in OFDM System with Virtual Subcarriers (가상 부반송파가 존재하는 OFDM 시스템에서 DFT 기반 채널 추정 기법의 성능 분석)

  • Kwak, Kyung-Chul;Hong, Dae-Sik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.10A
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    • pp.941-948
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    • 2008
  • In this paper, the effect of unobtainable channel frequency response (CFR) inside virtual subcarreiers on DFT-based channel estimation is derived and introduced numerically because the CFRs cause the leakage to the estimated channel and degrade the estimation performance. In addition, the performance of DFT-based channel estimation is analyzed with respect to the number of virtual subcarriers, pilot spacing and the number of unobtainable CFRs at equi-distance subcarriers inside virtual subcarriers.

The Comparative Study of the Methods Estimating the Impulse Response of a System with Long Reverberation Time using Discrete Fourier Transform (DFT) (DFT를 이용한 잔향이 긴 음향 전달계의 임펄스 레스폰스 추정에 관한 연구)

  • Kim, C.D.;Masato, Abe;Kenitikido,
    • The Journal of the Acoustical Society of Korea
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    • v.7 no.2
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    • pp.26-38
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    • 1988
  • This paper describes three methods for the estimation of the impulse reponse in an indoor acoustic transfer system which rather has long reverberation time by the cross spectrum. The first method, which is the conventional one, will use the white noise as the source signal. Therefore, the very long time window data and numerous number of DFT are necessary for this estimation. The second method has been disigned in order to shorten the length of time window of the first method by using a burst of noise as the source signal. The third method which will be suggested in this paper uses too types of definite signal with short duration time of the source signal. According to the view point of computation capacity, and estimation accuracy of the impulse response, the compared experimental results show that the third method will be better than the others.

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Real-time Voice Change System using Pitch Change (피치 변환을 사용한 실시간 음성 변환 시스템)

  • Kim, Weon-Goo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.6
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    • pp.759-763
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    • 2004
  • In this paper, real-time voice change method using pitch change technique is proposed to change one's voice to the other voice. For this purpose, sampling rate change method using DFT (Discrete Fourier Transform) method and time scale modification method using SOLA (Synchronized Overlap and Add) method is combined to change pitch. In order to evaluate the performance of the proposed method, voice transformation experiments were conducted. Experimental results showed that original speech signal is changed to the other speech signal in which original speaker's identity is difficult to find. The system is implemented using TI TMS320C6711DSK board to verify the system runs in real time.

A Study on a Rotor Position Sensor Offset Detection Method in a Permanent Magnet Synchronous Generator (영구자석형 동기발전기의 회전자 위치검출 센서의 옵셋 검출에 관한 연구)

  • Park, Kyusung;Shin, Sung-Hwan;Lee, Hokwang;Yoon, Youngdeuk;Lee, Geunho
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.9
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    • pp.914-921
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    • 2014
  • In this paper, an algorithm is suggested to detect an offset angle of the absolute rotor position sensor after the initial assembly of a PMSG. Unlike previous studies in a stationary state, this one is not designed to detect an electrical angle but rather the absolute position of the rotor is detected while operating the generator. Also,a position sensor, current sensors and voltage sensor were used to ensure reliability. This technique completes the detection of the sensor offset in two steps. In the first step, a zero-crossing of the EMF is measured using a voltage sensor to detect the electrical angle offset when the alternator is actuated by the engine. In the second step, a high frequency current is injected along the d-axis on-line during the control of the generation, eventually to obtain the inductance using a DFT (Discrete Fourier Transform), and then to ultimately extract the final electrical angle offset through the comparison of the inductance magnitude. The suggested algorithm was validated with PSIM simulation and, furthermore, was tested with actual experiments on a dynamometer.