• 제목/요약/키워드: sub-Gaussian white noise

검색결과 21건 처리시간 0.021초

Stochastic analysis of external and parametric dynamical systems under sub-Gaussian Levy white-noise

  • Di Paola, Mario;Pirrotta, Antonina;Zingales, Massimiliano
    • Structural Engineering and Mechanics
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    • 제28권4호
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    • pp.373-386
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    • 2008
  • In this study stochastic analysis of non-linear dynamical systems under ${\alpha}$-stable, multiplicative white noise has been conducted. The analysis has dealt with a special class of ${\alpha}$-stable stochastic processes namely sub-Gaussian white noises. In this setting the governing equation either of the probability density function or of the characteristic function of the dynamical response may be obtained considering the dynamical system forced by a Gaussian white noise with an uncertain factor with ${\alpha}/2$- stable distribution. This consideration yields the probability density function or the characteristic function of the response by means of a simple integral involving the probability density function of the system under Gaussian white noise and the probability density function of the ${\alpha}/2$-stable random parameter. Some numerical applications have been reported assessing the reliability of the proposed formulation. Moreover a proper way to perform digital simulation of the sub-Gaussian ${\alpha}$-stable random process preventing dynamical systems from numerical overflows has been reported and discussed in detail.

특이값 분해를 이용한 효율적인 백색가우시안 잡음대역 선정 방법 (An Effective Selection of white Gaussian Noise Sub-band using Singular Value Decomposition)

  • 신승민;김영수;김상태;석미경
    • 한국통신학회논문지
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    • 제34권3A호
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    • pp.272-280
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    • 2009
  • 배경잡음 측정은 전파환경 조사 및 주파수 점유율의 비교기준인 임계레벨을 산출하는데 반드시 수행되어야 하는 매우 중요한 과정이다. 배경잡음 측정은 측정대상 대역에서 가급적 잡음만으로 구성된 부대역을 선정하고, 선정된 표본 부대역에 대하여 잡음전력을 측정하여 대상대역에 대한 대표값으로 사용하는 과정으로 이루어진다. 본 논문에서는 배경잡음으로 백색가우시안 잡음을 가정하고, 잡음 측정의 첫 번째 단계에서 신호가 적고 대부분 잡음으로만 구성된 대역을 선별하는데 적용될 수 있는 특이값 분해 (singular value decomposition, SVD)를 이용한 잡음대역 선정 방법을 제안한다. 기존에 널리 쓰여지는 방법인 신호강도확률분포 (amplitude probability distribution, APD) 방법과의 성능비교를 통하여 우수성을 확인하였다.

AWGN에 훼손된 영상에서 변형된 가중치 벡터를 이용한 에지검출에 관한 연구 (A Study on Edge Detection for Images Corrupted by AWGN using Modified Weighted Vector)

  • 이창영;김남호
    • 한국정보통신학회논문지
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    • 제16권7호
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    • pp.1518-1523
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    • 2012
  • 영상매체가 여러 방면에서 발전함에 따라 영상처리의 중요성이 높아지고 있다. 영상처리 분야 중 에지검출은 물체 인식, 물체 분할, 의료 및 산업 전반적인 분야 등에서 많이 활용되고 있다. 에지는 영상에서 중요한 요소인 크기, 방향, 위치 등의 정보를 포함하고 있다. 에지를 검출하기 위한 기존의 방법에는 Sobel, Prewitt, Roberts, Laplacian 등의 방법이 있으며, 기존의 방법들은 AWGN(Additive White Gaussian Noise)에 훼손된 영상에서 에지검출 특성이 저하된다. 따라서 본 연구는 AWGN에 훼손된 영상에서 우수한 에지검출 특성을 갖는 변형된 가중치 벡터를 이용한 알고리즘을 제안하였다.

Image Denoising using Adaptive Threshold Method in Wavelet Domain

  • Gao, Yinyu;Kim, Nam-Ho
    • Journal of information and communication convergence engineering
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    • 제9권6호
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    • pp.763-768
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    • 2011
  • Image denoising is a lively research field. Today the researches are focus on the wavelet domain especially using wavelet threshold method. We proposed an adaptive threshold method which considering the characteristic of different sub-band, the method is adaptive to each sub-band. Experiment results show that the proposed method extracts white Gaussian noise from original signals in each step scale and eliminates the noise effectively. In addition, the method also preserves the detail information of the original image, obtaining superior quality image with higher peak signal to noise ratio(PSNR).

다중경로 페이딩 채널에서 DAC 양자화 오차에 대한 IEEE P802.15.3a 멀티밴드 UWB 송수신기 성능 분석 (Performance Analysis of IEEE P802.15.3a Multi-band UWB Transceiver for DAC Quantization Error in Fading Channel)

  • 정성원;이승윤;임승호;박규호
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 통신소사이어티 추계학술대회논문집
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    • pp.216-219
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    • 2003
  • In this paper, we present performance analysis of an IEEE P802.15.3a high rate wireless personal area network transceiver. This physical layer standard uses QOSK as its sub-channel modulation scheme and orthogonal frequency domain modulation (OFDM) for sub-bands. OFDM is used for each sub-band so that multi-path effects are absorbed by equalizer and guard, and fading can be approximately modeled as additive white Gaussian noise. In multi-band ultra-wideband system, DAC quantization error is important noise source since high resolution conversion cannot be used due to high power consumption. Simulation result shows that, to get 640-Mbps throughput, at least 5-bits precision is necessary to maintain bit-error rate under 10$\^$-2/, which can be lowered, with channel coding, to 10$\^$-6/ that is the bit-error rate required by IEEE 802.15 upper protocol layer, in 4-meter LOS fading channel.

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A Performance of Complementary Code Keying Codes

  • Lee Yu Sung;Park Hyun Cheol
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 학술대회지
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    • pp.645-648
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    • 2004
  • In this paper, we drive a theoretical performance of complementary code keying (CCK) codes on additive white Gaussian noise (AWGN) channel. The CCK codes can be demodulated by the optimal maximum likelihood decoding method and sub-optimal correlation magnitude decoding algorithm. We calculate the bit error rate (BER) and symbol or codeword error rate (SER) of the CCK codes using the above mentioned two decoding algorithms. To derive the error performance, we use the weigh distributions and cross-correlation distributions of CCK codes.

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잡음이 이동벡터 추정에 미치는 영향 (Effect of Noise on The Estimation of Motion vector)

  • 김이한;김성대
    • 전자공학회논문지B
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    • 제32B권6호
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    • pp.876-877
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    • 1995
  • The techniques for the estimation of motion vector from the image sequence assume implicitly that the intensity of image is constant through the time. But this assumption can be distored by such causes as the added noises and the sub-pel motion following the sampling, and the errors can be generated on the motion estimation by the change of intensity. In this paper, we analyzed theoretically the effect of the change of intensity by the noise on the motion estimation with the white Gaussian noise. We know a fact that the signal may be fluctuated to reduce the effect of the noise and so the sampling rate have to make down. Also we confirmed the theoretically analysis through the experiments which investigated the relation between the noises and the sampling rates.

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Location Error Analysis of an Active RFID-Based RTLS in Multipath and AWGN Environments

  • Myong, Seung-Il;Mo, Sang-Hyun;Yang, Hoe-Sung;Cha, Jong-Sub;Lee, Heyung-Sub;Seo, Dong-Sun
    • ETRI Journal
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    • 제33권4호
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    • pp.528-536
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    • 2011
  • In this paper, we analyze the location accuracy of real-time locating systems (RTLSs) in multipath environments in which the RTLSs comply with the ISO/IEC 24730-2 international standard. To analyze the location error of RTLS in multipath environments, we consider a direct path and indirect path, in which time and phase are delayed, and also white Gaussian noise is added. The location error depends strongly on both the noise level and phase difference under a low signal-to-noise ratio (SNR) regime, but only on the noise level under a high SNR regime. The phase difference effect can be minimized by matching it to the time delay difference at a ratio of 180 degrees per 1 chip time delay (Tc). At a relatively high SNR of 10 dB, a location error of less than 3 m is expected at any phase and time delay value of an indirect signal. At a low SNR regime, the location error range increases to 8.1 m at a 0.5 Tc, and to 7.3 m at a 1.5 Tc. However, if the correlation energy is accumulated for an 8-bit period, the location error can be reduced to 3.9 m and 2.5 m, respectively.

Monte Carlo analysis of earthquake resistant R-C 3D shear wall-frame structures

  • Taskin, Beyza;Hasgur, Zeki
    • Structural Engineering and Mechanics
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    • 제22권3호
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    • pp.371-399
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    • 2006
  • The theoretical background and capabilities of the developed program, SAR-CWF, for stochastic analysis of 3D reinforced-concrete shear wall-frame structures subject to seismic excitations is presented. Incremental stiffness and strength properties of system members are modeled by extended Roufaiel-Meyer hysteretic relation for bending while shear deformations for walls by Origin-Oriented hysteretic model. For the critical height of shear-walls, division to sub-elements is performed. Different yield capacities with respect to positive and negative bending, finite extensions of plastic hinges and P-${\delta}$ effects are considered while strength deterioration is controlled by accumulated hysteretic energy. Simulated strong motions are obtained from a Gaussian white-noise filtered through Kanai-Tajimi filter. Dynamic equations of motion for the system are formed according to constitutive and compatibility relations and then inserted into equivalent It$\hat{o}$-Stratonovich stochastic differential equations. A system reduction scheme based on the series expansion of eigen-modes of the undamaged structure is implemented. Time histories of seismic response statistics are obtained by utilizing the computer programs developed for different types of structures.

DSP를 이용한 원격 제어용 전력선 모뎀 구현에 관한 연구 (A Study on the Implementation of Power Line Modem for Remote Control Using DSP)

  • 김수남;강동욱;김기두;유현중
    • 한국통신학회논문지
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    • 제29권10C호
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    • pp.1433-1443
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    • 2004
  • 본 논문에서 제안한 전력선 모뎀에는 CSK(Code Shift Keying)와 대역화(DS/SS) 방식을 사용해 원격 제어신호를 전송할 수 있도록 하였다. CSK 방식은 전송 용량을 높이고, 잡음에 더욱 강건함을 제공한다. 또한 대역확산방식은 협대역 가우시안 간섭이나 다중 경로 간섭에 대하여 우수한 성능을 가진다. 본 논문에서 구현한 모뎀은 FDD(Frequency Division Duplex) 방식을 이용하여 양방향 통신을 하며, 순방향과 역방향 링크에 대한 모템 구조는 동일하다. 순간적으로 전환되는 피 제어 유딘과의 원활한 통신을 위하여 복조 방법으로 논코히어런트(noncoherent) 방석의 $\pi$/4 DQPSK를 사용한다. 대역확산을 위한 코드로 사용된 PN 코드로써 피 제어 유및의 그룹을 구분하며 M-ary CSK 방식을 위하여 왈쉬 코드를 사용한다. 각 부분은 1%S320c5402 DSP를 이용하여 설계 및 컴증한다. 구현된 모뎀에 대해서는 백색 가우시안 잡음(AWGN) 및 PBIartial Band Interference)가 가해진 상태에서 대역확산 방식과 CSK 방식의 각 인자들에 대한 수치적 성능 분석을 통하여 제안한 시스템의 우수성을 입증한다.