• Title/Summary/Keyword: 랜덤잡음

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Mathematical Modelling of Happiness and its Nonlinear Analysis (행복의 수학적 모델링과 비선형 해석)

  • Kim, Soon-Whan;Choi, Sun-Koung;Bae, Young-Chul;Park, Young-Ho
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.6
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    • pp.711-717
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    • 2014
  • Happiness has been studied in sociology and psychology as a matter of grave concern. In this paper the happiness model that a new second -order systems can be organized equivalently with a Spring-Damper-Mass are proposed. This model is organized a 2-dimensional model of identically type with Duffing equation. We added a nonlinear term to Duffing equation and also applied Gaussian white noise and period sine wave as external stimulus that is able to cause of happiness. Then we confirm that there are random motion, periodic motion and chaotic motion according to parameter variation in the new happiness model.

A VLSI Pulse-mode Digital Multilayer Neural Network for Pattern Classification : Architecture and Computational Behaviors (패턴인식용 VLSI 펄스형 디지탈 다계층 신경망의 구조및 동작 특성)

  • Kim, Young-Chul;Lee, Gyu-Sang
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.1
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    • pp.144-152
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    • 1996
  • In this paper, a pulse-mode digital multilayer neural network with a massively parallel yet compact and flexible network architecture is presented. Algebraicneural operations are replaced by stochastic processes using pseudo-random pulse sequences and simple logic gates are used as basic computing elements. The distributions of the results from the stochastic processes are approximated using the hypergeometric distribution. A statistical model of the noise(error) is developed to estimate the relative accuracy associated with stochastic computing in terms of mean and variance. Numerical character recognition problems are applied to the network to evaluate the network performance and to justify the validity of analytic results based on the developed statistical model. The network architectures are modeled in VHDL using the mixed descriptions of gate-level and register transfer level (RTL). Experiments show that the statistical model successfully predicts the accuracy of the operations performed in the network and that the character classification rate of the network is competitive to that of ordinary Back-Propagation networks.

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A Study on a Phase-encoded Multiplexing Method in Holographic Memory System (홀로그래픽 메모리시스템에서 위상 다중화 인코딩에 관한 연구)

  • Cho, Byung-Chul;Kim, Kyu-Tae;Gil, Sang-Keun;Kim, Eun-Soo
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.36D no.10
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    • pp.51-60
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    • 1999
  • For an effective phase-multiplexing in holographic memory system, four types of phase code used as reference beam are generated. In case of $32 {\times} 32$ address beam, a phase error with 0%, 5%, 10% 15%, 20%, and 25% error rate, is purposely added to the real phase values in order to consider the practical SLM's nonlinear characteristics of phase modulation in computer simulation, cross talks and SNRs are comparatively analysed for these phase-codes by the auto and cross-correlation. Pseudo-Random(PSR) Phase Code has the lowest cross-correlation mean value of 0.067 among four types of Phase Code, which means the SNR of the PSR is higher than other Phase Codes. Also, the standard deviation of the PSR phase code indicating the degree of recalled data degradation is the lowest value of 0.0113.

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Robust 3-D Motion Estimation Based on Stereo Vision and Kalman Filtering (스테레오 시각과 Kalman 필터링을 이용한 강인한 3차원 운동추정)

  • 계영철
    • Journal of Broadcast Engineering
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    • v.1 no.2
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    • pp.176-187
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    • 1996
  • This paper deals with the accurate estimation of 3- D pose (position and orientation) of a moving object with reference to the world frame (or robot base frame), based on a sequence of stereo images taken by cameras mounted on the end - effector of a robot manipulator. This work is an extension of the previous work[1]. Emphasis is given to the 3-D pose estimation relative to the world (or robot base) frame under the presence of not only the measurement noise in 2 - D images[ 1] but also the camera position errors due to the random noise involved in joint angles of a robot manipulator. To this end, a new set of discrete linear Kalman filter equations is derived, based on the following: 1) the orientation error of the object frame due to measurement noise in 2 - D images is modeled with reference to the camera frame by analyzing the noise propagation through 3- D reconstruction; 2) an extended Jacobian matrix is formulated by combining the result of 1) and the orientation error of the end-effector frame due to joint angle errors through robot differential kinematics; and 3) the rotational motion of an object, which is nonlinear in nature, is linearized based on quaternions. Motion parameters are computed from the estimated quaternions based on the iterated least-squares method. Simulation results show the significant reduction of estimation errors and also demonstrate an accurate convergence of the actual motion parameters to the true values.

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Equalization Digital On-Channel Repeater Part 1 : Laboratory Test Results (등화형 디지털 동일 채널 중계기 Part 1 : 실험실 테스트 결과)

  • Park Sung Ik;Lee Yong-Tae;Eum Homin;Seo Jae Hyun;Kim Heung Mook;Kim Seung Won;Lee Soo-In
    • Journal of Broadcast Engineering
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    • v.10 no.2
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    • pp.210-220
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    • 2005
  • This paper presents and analyzes laboratory test results of Equalization Digital On-Channel Repeater (EDOCR) using ATSC(Advanced Television Systems Committee) terrestrial digital TV broadcasting system. The EDOCR laboratory test, which is done at CRC(Communications Research Centre) Canada, is classified to receiver test, transmitter test, and synchronization test between transmission and reception frequencies. The receiver part includes feedback signal, random noise, single echo, multi-path ensemble, and NTSC/DTV interference test. The transmitter part includes out-of channel emission, quality of transmitting signal, and phase noise test. By the field test results, the receiver part of the EDOCR eliminates average 5.5 dB of feedback or single echo signal in range of 0 to 11 ${\mu}s$ and has average 18.6 dB at TOV(Threshold of Visibility) under random noise environment. Also, the transmitter part of the EDOCR satisfies the specification of US FCC(Federal Communications Commission), and frequency difference between transmitter and receiver is zero.

Distributed Translator Part 2: Laboratory Test Results (분산 중계기 Part 2: 실험실 테스트 결과)

  • Park, Sung-Ik;Eum, Ho-Min;Seo, Jae-Hyun;Kim, Heung-Mook;Lee, Soo-In
    • Journal of Broadcast Engineering
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    • v.15 no.1
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    • pp.29-39
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    • 2010
  • This paper presents and analyzes laboratory test results of distributed translator (DTxR) for distributed frequency network (DFN) in the ATSC (Advanced Television Systems Committee) terrestrial digital TV broadcasting system. The DTxR laboratory test is classified to receiving part test and transmitting part test. The receiving part test includes dynamic range, random noise, single echo, and adjacent channel interference. The transmitting part test includes quality of output signal (out-of channel emission, quality of transmitting signal, and phase noise), frequency synchronization among output signals, and TxID (Transmitter Identification) signal's affect to the legacy receiver. By the laboratory test results, the receiving part of DTxR eliminates average -2.5 dB of single echo and has average 17.5 dB at TOV (Threshold of Visibility) under random noise environment. In addition, the transmitting part of DTxR satisfies the specification of US FCC (Federal Communications Commission), and frequency difference among DTxR output signals is less than 0.001 Hz.

A Consideration on the DOA Estimation and Signal Copy for Multiple Moving Sources (시변 다중 신호원의 DOA 추정 및 신호 취득에 대한 고찰 예)

  • Kwon, S.;Lee, J.;Park, M.K.;Kim, S.J.;Kim, C.K.
    • Proceedings of the KIEE Conference
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    • 2006.07d
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    • pp.1811-1812
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    • 2006
  • 본 논문은 공간상에서 움직이는 다중신호원의 신호 도달 방향 추정과 신호원이 보낸 신호를 다중 센서 어레이를 이용하여 판별하는 문제를 다룬다. 일반적으로 정지하고 있는 신호원의 방향 추정은 어레이에서의 출력 방정식의 방향 벡터들이 시불변인 상수이기 때문에 잡음환경 하에서도 샘플링된 벡터(Snapshot) 수가 늘어날수록 훨씬 정확하게 방향 추정이 가능하지만 신호원이 움직이는 경우에는 신호원의 방향이 변하게 되어 결국 어레이 방정식의 방향 벡터들이 시변이므로 추정값의 분산(variance)이 커지게 되어 정확한 추정이 어렵게 된다. 이러한 경우에 대한 정량적인 분석 예는 드물어 실제 여러 가지 추정 기법들의 특성이 어떻게 나타나는지 가늠하기가 어렵다. 따라서 본 논문에서는 이러한 경우에 대한 시나리오 예를 설정한 후 이 시나리오에 따른 랜덤 가우시안 잡음 하에서의 수치 데이터 모델을 생성하여 수신기에서는 미지의 값인 이 데이터에 대해 기존의 DOA 추정 기법을 이용하여 추정을 수행하여 그 정량적인 결과들을 계산해 봄으로써 시변인 경우에서의 그 성능을 판단해 보기로 한다.

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The Analysis of the Effect of Narrowband Interference on UWB communication system (UWB(Ultra-Wide Bandwidth) 통신 시스템에서 협대역 간섭 잡음 해석)

  • 박장우
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.6
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    • pp.1153-1160
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    • 2003
  • In this paper, the performance of the UWB communication systems is analyzed in the presence of the Narrow Band Interference(NBI). UWB communication systems are modeled as using the Pulse Position Modulation(PPM). In this system, a Gaussian monocycle is used as the received pulses. The NBI is considered as a zero-mean random process with a constant spectral power density over its whole bandwidth. We obtain the mathematical expressions for describing the effect of the NBI on the UWB system. And it can be shown that the suppression of the effect of NBI on the UWB systems is available by adjusting the PPM related parameter.

Analysis of Multi-Media DS/CDMA System (다매체 직접수열 대역확산 다중접속 시스템에 관한 연구)

  • 김홍직;김상우
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.6A
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    • pp.775-781
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    • 1999
  • A multi-media variable processing gain DS/CDMA system are considered. Two types of information sources with different rates and transmitting powers are assumed to be stransmitted simultaneously in the same channel. Average signal-to-noise ratios at the correlation receiver outputs for each type of information sources are analytically derived as funtions of partial cross-correlations between spreading code sequences. As the difference of information rates between information sources increase, the difference between signal-to-noise ratio regarding random spreading code and that regarding pseudo random spreading code increases (maximum 1.3dB). The result can provide a analytical tools for use in multi-media DS/CDMA system design.

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Performance improvement of active noise control using on-line estimation of secondary path transfer function (부가경로 전달함수의 온라인 예측에 의한 능동소음제어의 성능 향상)

  • Kim, Heung-Seob;Sohn, Dong-Gu;Oh, Jae-Eung
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.21 no.2
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    • pp.281-287
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    • 1997
  • In the conventional inverse modeling method for on-line modeling of the secondary path transfer function, the signal to noise ratio between the arbitrary random signal and the plant noise have to keep at -10 - -20 dB. For these reasons, the modeling can't be exactly implemented by the conventional method alone and the convergence time for modeling becomes too long. In this study, by combining the conventional inverse modeling method with an adaptive line enhancer, or with an adaptive noise canceller, a rigorous transfer functions of secondary path modeling and the control of a primary noise have been implemented simultaneously.