• Title/Summary/Keyword: 신호변환

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A Study on the Time-Frequency Analysis of Transient Signal us ins Wavelet Trans formation (Wavelet 변환을 이용한 과도신호의 시간-주파수 해석에 관한 연구)

  • 김기현;이기영;송홍준;이주영;이준탁
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2002.12a
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    • pp.423-426
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    • 2002
  • Fourier 변환은 연속이며, 무한 회 미분 가능한 함수인 반면, Wavelet 변환은 시간적으로도, 주파수적으로도 국재화 시키는 함수를 사용하는 점에서 차이가 있다. Fourier 변환에 비해 Wavelet 변환은 고주파 성분에 대해서는 시간 분해능이 높고, 저주파 성분에 대해서는 주파수 분해능이 높아지므로, 주어진 신호에 대한 지식이 없이도 시간-주파수 해석이 가능하고, 고주파 성분을 갖는 특이점의 검출에도 적합하다. 그러므로 Wavelet 변환의 이러한 성질을 이용하여 변압기의 출고전 권선의 완전한 절연을 검증하고자 한다. 이때 시행하는 뇌 임펄스 내전압 시험 시 나타난 푸리에 변환과 Wavelet 변환 곡선을 비교 분석 및 해석을 통하여 유의수준 및 신뢰 구간 둥의 통계학적 분석을 이용, 해석하여 보다 정확한 그래프를 산출하므로서 과도구간에 대한 정밀한 해석을 하고자 한다.

Inverse Transform Using Linearity for Video Coding (비디오 코딩을 위한 선형성을 이용한 역변환 방법)

  • Song, Hyeonju;Kim, MyungJun;Lee, Yung-Lyul
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • fall
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    • pp.37-40
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    • 2021
  • 비디오 압축 시 변환(transform)은 예측을 통해 만들어진 공간 영역에서의 잔차신호를 주파수 영역으로 변환함으로써 낮은 주파수 대역으로 에너지를 이동시켜 비디오 압축에서 중요한 역할을 수행한다. VVC(Versatile Video Coding)에서는 DCT-II(Discrete Cosine Transform-II), DST-VII(Discrete Sine Transform-VII), DCTVIII(Discrete Cosine Transform-VIII)를 이용하여 잔차신호 변환을 수행한다. 본 논문에서는 DCT-II, DST-VII, DCT-VIII 가 모두 선형 변환(linear transform)이라는 점에서 착안하여 변환의 선형성을 이용하여 계산량을 감소시키는 역변환을 제안한다. 실험결과 변환 수행 시 약 12.7%의 시간이 감소되는 것을 확인하였다.

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Noise Canceler Based on Deep Learning Using Discrete Wavelet Transform (이산 Wavelet 변환을 이용한 딥러닝 기반 잡음제거기)

  • Haeng-Woo Lee
    • The Journal of the Korea institute of electronic communication sciences
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    • v.18 no.6
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    • pp.1103-1108
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    • 2023
  • In this paper, we propose a new algorithm for attenuating the background noises in acoustic signal. This algorithm improves the noise attenuation performance by using the FNN(: Full-connected Neural Network) deep learning algorithm instead of the existing adaptive filter after wavelet transform. After wavelet transforming the input signal for each short-time period, noise is removed from a single input audio signal containing noise by using a 1024-1024-512-neuron FNN deep learning model. This transforms the time-domain voice signal into the time-frequency domain so that the noise characteristics are well expressed, and effectively predicts voice in a noisy environment through supervised learning using the conversion parameter of the pure voice signal for the conversion parameter. In order to verify the performance of the noise reduction system proposed in this study, a simulation program using Tensorflow and Keras libraries was written and a simulation was performed. As a result of the experiment, the proposed deep learning algorithm improved Mean Square Error (MSE) by 30% compared to the case of using the existing adaptive filter and by 20% compared to the case of using the STFT(: Short-Time Fourier Transform) transform effect was obtained.

A Design of Digital Instrumentation Amplifier converting standard sensor output signals into 5V voltage-output (표준 센서 출력신호를 5V 전압-출력을 변환하는 디지털 계측 증폭기 설계)

  • Cha, Hyeong-Woo
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.48 no.11
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    • pp.41-47
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    • 2011
  • A novel digital instrumentation amplifier(DIA) converting universal signal inputs into 5V voltage-output for industry standard sensor signal processing was designed. The circuit consists of a commercial instrumentation amplifier, seven analog switches, two voltage references of 1.0V and -10.0V, and four resistors. The converting principle is the circuit reconstruction by switches for resistor values and reference voltages according to input signals. The simulation result shows that the DIA has a good output voltage characteristics of 0~5V for the input voltage of 0V~5V, 1V~5V, -10V~+10V, and 4mA~20mA. The nonlinearity error was less than 0.1% for the four type signal inputs.

Narrow Band Interference Rejection for Spectrum Overlay Communications (주파수 복수통신을 위한 협대역 간섭신호제거)

  • 김제우;김희동;조동호
    • Information and Communications Magazine
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    • v.13 no.11
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    • pp.181-191
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    • 1996
  • In this paper we discuss narrow-band interference rejection schemes for spectrum overlay communications where direct sequence spread spectrum (DS/SS) communication system and narrow-band communication systems share the same frequency band. In this case, it is essential to reject the narrow-band signals to guarantee the performance of DS/SS system, while it is not necessarily required to reject the DS/SS signal to recover the narrow-band signal. We discuss several schemes such as time domain processing, frequency domain processing and exploiting the device characteristics to reduce the effect of narrow-band signal on DS/SS communication systems. Furthermore, we suggest a structure of tunable notch filter using gyrator that can easily be customized to ASIC.

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Communication Method for Torque Control of Commercial Diesel Engine in Range-Extended Electric Trash Truck (주행거리 연장형 청소용 전기자동차에 장착된 상용 디젤엔진의 토크제어를 위한 통신 방안)

  • Park, Young-Kug
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.7
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    • pp.1-8
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    • 2018
  • This paper describes new communication methods for transmitting torque commands between the vehicle controller that determines the amount of power generation in a range-extended electric vehicle and the engine controller that performs it. Generally, vehicles use CAN communication, but in this case, the hardware and software of the existing engine controller must be modified. For this reason, it is not easy to apply CAN communication to small and medium sized automotive reorganize companies. Therefore, this research presents a pin-pin communication method for applying the existing mass produced engine controller to range-extended electric vehicles. The pin-pin communication method converts the driver's demand torque control map inside an mass produced engine controller into a virtual accelerator opening position according to the target speed and target torque of the engine, and converts this to a voltage signal for the existing mass produced engine controller to recognize it. The virtual accelerator opening positions are mounted in the form of a control map in the vehicle controller through the reverse conversion process in an offline environment and are determined by the engine generating power requirements and engine optimal operating point algorithm. These algorithms and signal conversion circuits for engine torque transmission have been mounted on the vehicle controller to conduct the virtual accelerator opening position conversion process according to the engine target torque and to establish the virtual accelerator voltage signal using the signal converter.

Design of RF Front-end for High Precision GNSS Receiver (고정밀 위성항법 수신기용 RF 수신단 설계)

  • Chang, Dong-Pil;Yom, In-Bok;Lee, Sang-Uk
    • Journal of Satellite, Information and Communications
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    • v.2 no.2
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    • pp.64-68
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    • 2007
  • This paper describes the development of RF front.end equipment of a wide band high precision satellite navigation receiver to be able to receive the currently available GPS navigation signal and the GALILEO navigation signal to be developed in Europe in the near future. The wide band satellite navigation receiver with high precision performance is composed of L - band antenna, RF/IF converters for multi - band navigation signals, and high performance baseband processor. The L - band satellite navigation antenna is able to be received the signals in the range from 1.1 GHz to 1.6 GHz and from the navigation satellite positioned near the horizon. The navigation signal of GALILEO navigation satellite consists of L1, E5, and E6 band with signal bandwidth more than 20 MHz which is wider than GPS signal. Due to the wide band navigation signal, the IF frequency and signal processing speed should be increased. The RF/IF converter has been designed with the single stage downconversion structure, and the IF frequency of 140 MHz has been derived from considering the maximum signal bandwidth and the sampling frequency of 112 MHz to be used in ADC circuit. The final output of RF/IF converter is a digital IF signal which is generated from signal processing of the AD converter from the IF signal. The developed RF front - end has the C/N0 performance over 40dB - Hz for the - 130dBm input signal power and includes the automatic gain control circuits to provide the dynamic range over 40dB.

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이산 웨이브릿 변환을 이용한 탄성파 주시결정

  • Kim, Jin-Hu;Lee, Sang-Hwa
    • Journal of the Korean Geophysical Society
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    • v.4 no.2
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    • pp.113-120
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    • 2001
  • The discrete wavelet transform(DWT) has potential as a tool for supplying discriminatory attributes with which to distinguish seismic events. The wavelet transform has the great advantage over the Fourier transform in being able to localize changes. In this study, a discrete wavelet transform is applied to seismic traces for identifying seismic events and picking of arrival times for first breaks and S-wave arrivals. The precise determination of arrival times can greatly improve the quality of a number of geophysical studies, such as velocity analysis, refraction seismic survey, seismic tomography, down-hole and cross-hole survey, and sonic logging, etc. provide precise determination of seismic velocities. Tests for picking of P- and S- wave arrival times with the wavelet transform method is conducted with synthetic seismic traces which have or do not have noises. The results show that this picking algorithm can be successfully applied to noisy traces. The first arrival can be precisely determined with the field data, too.

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A Generalized Subspace Approach for Enhancing Speech Corrupted by Colored Noise Using Whitening Transformation (유색 잡음에 오염된 음성의 향상을 위한 백색 변환을 이용한 일반화 부공간 접근)

  • Lee, Jeong-Wook;Son, Kyung-Sik;Park, Jang-Sik;Kim, Hyun-Tae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.8
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    • pp.1665-1674
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    • 2011
  • In this paper, we proposed an algorithm for speech enhancement of speeches corrupted by colored noise. When there is no correlation between colored noise and speech signal, the colored noise turns into white noise through whitening transformation. This transformed signal has been applied to the generalized subspace approach for speech enhancement. The speech spectral distortion, produced by the whitening transformation as pre-processing, has been restored by using the inverse whitening transformation as post-processing of the proposed algorithm. The performance of the proposed algorithm for speech enhancement has been confirmed by computer simulation. The colored noises used in this experiment were car noise and multi-talker babble. It is confirmed that the proposed algorithm shows better performance from SNR and SSD viewpoint over the previous approach with the data from the AURORA and TIMIT data base.

A Study on Frequency-Time Plane Analysis of Wavelet (웨이브렛의 주파수-시간 평면 해석에 관한 연구)

  • Bae, Sang-Bum;Ryu, Ji-Goo;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.2
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    • pp.451-454
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    • 2005
  • Recently, many methods to analyze signal have been proposed and representative methods are the Fourier transform and wavelet transform. In these methods, the Fourier transform represents signal with combination cosine and sine at all locations in the frequency domain. However, it doesn't provide time information that particular frequency occurs in signal and depends on only the global feature of the signal. So, to improve these points the wavelet transform which is capable of multiresolution analysis has been applied to many fields such as speech processing, image processing and computer vision. And the wavelet transform, which uses changing window according to scale parameter, presents time-frequency localization. In this paper, we proposed a new approach using a wavelet of cosine and sine type and analyzed features of signal in a limited point of frequency-time plane.

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