• Title/Summary/Keyword: Daubechies transform

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Performance Improvement of Aerial Images Taken by UAV Using Daubechies Stationary Wavelet (Daubechies 정상 웨이블릿을 이용한 무인항공기 촬영 영상 성능 개선)

  • Kim, Sung-Hoon;Hong, Gyo-Young
    • Journal of Advanced Navigation Technology
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    • v.20 no.6
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    • pp.539-543
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    • 2016
  • In this paper, we study the technique to improve the performance of the aerial images taken by UAV using daubechies stationary wavelet transform. When aerial images taken by UAV were damaged by gaussian noise very commonly applied, the experiment for image performance improvement was performed. It was known that stationary wavelet transform is the transferring solution to the problem occurred by down sampling from DWT also more efficient to remove noise than DWT. Also haar wavelet is discontinuous function so not efficient for smooth signal and image processing. Therefore, this study is confirmed that the noise can be removed by daubechies stationary wavelet and the performance is improved by haar stationary wavelet.

A Daubechies Wavelet Transform Based Criterion Logic Scheme for Discrimination Between Inter-Turn Faults and Magnetizing Inrush in Transformer (도비시 웨이브렛 변환을 이용한 변압기의 여자돌입과 내부 권선고장 판별논리 기법)

  • Kwon, Myong-Hyun;Park, Chul-Won;Shin, Myong-Chul
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.50 no.5
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    • pp.211-217
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    • 2001
  • This paper proposes a new fault detection criterion logic that extracts the features of magnetizing inrush and internal faults by making use of Daubechies Wavelet Transform which analyzes distinct features. To prove the effectiveness of proposed method, the paper constructs power system model including power transformer by using EMTP, and collects data through simulation using various fault inception angle and magnetizing inrush. The conclusions implemented by the C program and the Wavemenu of MATLAB Toolbos are more effective and simpler to distinguish inter-turn faults from magnetizing inrush states.

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A Study on the Performance of the Watermarking with Wavelet Transform

  • Kang, Hwan-Il;Park, Hwan-soo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.1 no.1
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    • pp.24-28
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    • 2001
  • Wavelet transforms are used for implementing digital watermarking methods in the frequency domain. In this paper, we construct the digital watermarking using various wavelet transforms such as the Daubechies transform, Coiflets transform, Symlets transform and the biorthogonal transform, and we compare each digital watermarking method with the others. We investigate the preservation of the watermark after the data compression attack based on the discrete on the discrete cosine transform. We show that the biorthogonal wavelet, denoted by bior3.5, has the best performance among the wavelet types we selected in an experiment.

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A VLSI Design of Discrete Wavelet Transform and Scalar Quantization for JPEG2000 CODEC (JPEG2000 CODEC을 위한 DWT및 양자화기 VLSI 설계)

  • 이경민;김영민
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.40 no.1
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    • pp.45-51
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    • 2003
  • JPEG200, a new international standard for still image compression based on wavelet and bit-plane coding techniques, is developed. In this paper, we design the DWT(Discrete Wavelet Transform) and quantizer for JPEG2000 CODEC. DWT handles both lossy and lossless compression using the same transform-based framework: The Daubechies 9/7 and 5/3 transforms, and quantizer is implemented as SQ(Scalar Quantization). The architecture of the proposed DWT and SQ are synthesized and verified using Xilinx FPGA technology. It operates up to 30MHz, and executes algorithms of wavelet transform and quantization for VGA 10 frame per second.

Synchronous Generator Protective Algorithm using Wavelet Transform of Fault Currents (고장전류의 웨이브릿 변환을 이용한 동기 발전기 보호 알고리즘)

  • Park, Chul-Won;Shin, Myong-Chul
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.5
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    • pp.834-840
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    • 2007
  • A generator plays an important role in transferring an electric power to power system networks. The generator protection systems in Korea have been imported and operated through a tum-key from overseas entirely. Therefore, a study of the generator protection field has in urgent need for a stable operation of the imported goods, and for preparation of next generation protection system. The paper describes the fault detection algorithm using WT(Wave!et Transform) of currents for a generator protection. The fault current signals after executing a terminal fault modeling collect using a MA TLAB package, and calculate the wavelet coefficients through the process of a multi -level decomposition (MLD). The proposed algorithm for a fault detection using the Daubechies WT (wavelet transform) was executed with a C language for the command line function and for the real time realization after analyzing MATLAB's graphical interface. The advanced technique had complemented the defects of a DFT by applying a Daubechies WT. and had improved faster a speed and more accurate of fault discriminant than a conventional DFR.

Fourier and Wavelet Analysis for Detection of Sleep Stage EEG (수면단계 뇌파 검출을 위한 Fourier 와 Wavelet해석)

  • Seo Hee-Don;Kim Min-Soo
    • Journal of Biomedical Engineering Research
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    • v.24 no.6 s.81
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    • pp.487-494
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    • 2003
  • The sleep stages provides the most basic evidence for diagnosing a variety of sleep diseases. for staging sleep by analysis of EEG(electroencephalogram), it is especially important to detect the characteristic waveforms from EEG. In this paper, sleep EEG signals were analyzed using Fourier transform and continuous wavelet transform as well as discrete wavelet transform. Proposeed system methods. Fourier and wavelet for detecting of important characteristic waves(hump, sleep spindles. K-complex, hill wave, ripple wave) in sleep EEG. Sleep EEG data were analysed using Daubechies wavelet transform method and FFT method. As a result of simulation, we suggest that our neural network system attain high performance in classification of characteristic waves.

Performance Analysis for Wavelet in the Wavelet Shift Keying Systems (웨이브릿 편이 변조 시스템에서 웨이브릿에 대한 성능분석)

  • Jeong, Tae-Il;Kim, Eun-Ju
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.8
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    • pp.1580-1586
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    • 2009
  • Wavelet transform is utilized to the field of the signal processing and the digital communication. In this paper, the performance for wavelets is analyzed for Haar and Daubechies series in the wavelet shift keying. It is mainly utilized to Haar, Daubechies 4tap, 8tap and 12tap in this paper. The analysis scheme is utilized by the eye pattern and the error probability. As a results of simulation, we confirmed that the proposed scheme was superior to performance when the number of the filler coefficient is small.

A Study on Fault Detection for Transmission Line using Discrete Daubechies Wavelet Transform (이산 Daubechies 웨이브릿 변환을 이용한 송전선로의 고장검출)

  • Lee, Kyung-Min;Park, Chul-Won
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.66 no.1
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    • pp.27-32
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    • 2017
  • This paper presents a Daubechies wavelet-based fault detection method for fault identification in transmission lines. After the Daubechies wavelet coefficients are calculated, the proposed algorithm has been implemented difference equation using C language. We have modeled a 154kV transmission line using the ATPDraw software and have acquired test data. In order to evaluate effects of DC offset, simulations carried out while varying an inception angle of the voltage $0^{\circ}$, $45^{\circ}$, $90^{\circ}$. For performance evaluation, fault distance was varied. As we can see from the off-line simulation, the proposed algorithm shows rapid and accurate fault detection. Also we can see the proposed algorithm is not affected by the fault inception angle change.

An Experiment on Volume Data Compression and Visualization using Wavelet Transform (웨이블릿 변환을 이용한 볼륨데이타의 압축 및 가시화 실험)

  • 최임석;권오봉;송주환
    • Journal of KIISE:Computing Practices and Letters
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    • v.9 no.6
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    • pp.646-661
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    • 2003
  • It is not easy that we visualize the large volume data stored in the every client computers of the web environment. One solution is as follows. First we compress volume data, second store that in the database server, third transfer that to client computer, fourth visualize that with direct-volume-rendering in the client computer. In this case, we usually use wavelet transform for compressing large data. This paper reports the experiments for acquiring the wavelet bases and the compression ratios fit for the above processing paradigm. In this experiments, we compress the volume data Engine, CThead, Bentum into 50%, 10%, 5%, 1%, 0.1%, 0.03% of the total data respectively using Harr, Daubechies4, Daubechies12 and Daubechies20 wavelets, then visualize that with direct-volume-rendering, afterwards evaluate the images with eyes and image comparison metrics. When compression ratio being low the performance of Harr wavelet is better than the performance of the other wavelets, when compression ratio being high the performance of Daubechies4 and Daubechies12 is better than the performance of the other wavelets. When measuring with eyes the good compression ratio is about 1% of all the data, when measuring with image comparison metrics, the good compression ratio is about 5-10% of all the data.

Performance Evaluation of Spread Spectrum Communication System using the Wavelet Transform Interference Excision Scheme (Wavelet 변환간섭제거 방식을 이용한 대역 확산 통신시스템 성능분석)

  • 박재오;이정재
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1999.05a
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    • pp.272-275
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    • 1999
  • In this paper, a wavelet transform-based adaptive interference excision scheme using the adaptive algorithm which suppresses narrow band interference in the wavelet transform domain for the direct spread modulation system application, is introduced. Using the Monte-Carlo simulation, the bit error probabilities of the direct spread communication systems with the excision systems of two kinds of Daubechies wavelets (db2, db8) in the transform domain, are analysed. With these results, it is shown that the performance of a system depends on the characteristics of wavelet being used. And with this scheme, we expect effective improvements in the direct spread communication system performance.

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