• 제목/요약/키워드: Chaos System

검색결과 342건 처리시간 0.024초

Generalized Hardware Post-processing Technique for Chaos-Based Pseudorandom Number Generators

  • Barakat, Mohamed L.;Mansingka, Abhinav S.;Radwan, Ahmed G.;Salama, Khaled N.
    • ETRI Journal
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    • 제35권3호
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    • pp.448-458
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    • 2013
  • This paper presents a generalized post-processing technique for enhancing the pseudorandomness of digital chaotic oscillators through a nonlinear XOR-based operation with rotation and feedback. The technique allows full utilization of the chaotic output as pseudorandom number generators and improves throughput without a significant area penalty. Digital design of a third-order chaotic system with maximum function nonlinearity is presented with verified chaotic dynamics. The proposed post-processing technique eliminates statistical degradation in all output bits, thus maximizing throughput compared to other processing techniques. Furthermore, the technique is applied to several fully digital chaotic oscillators with performance surpassing previously reported systems in the literature. The enhancement in the randomness is further examined in a simple image encryption application resulting in a better security performance. The system is verified through experiment on a Xilinx Virtex 4 FPGA with throughput up to 15.44 Gbit/s and logic utilization less than 0.84% for 32-bit implementations.

CONTROL OF LASER WELD KEYHOLE DYNAMICS BY POWER MODULATION

  • Cho, Min-Hyun;Dave Farson
    • 대한용접접합학회:학술대회논문집
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    • 대한용접접합학회 2002년도 Proceedings of the International Welding/Joining Conference-Korea
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    • pp.600-605
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    • 2002
  • The keyhole formed by high energy density laser-material interaction periodically collapses due to surface tension of the molten metal in partial penetration welds. The collapse sometimes traps a void at the bottom of the keyhole, and it remains as welding defects. This phenomenon is seen as one cause of the instability of the keyhole during laser beam welding. Thus, it seems likely that improving the stability of the keyhole can reduce voids and uniform the penetration depth. The goal of this work is to develop techniques for controlling laser weld keyhole dynamics to reduce weld defects such as voids and inconsistent penetration. Statistical analysis of the penetration depth signals in glycerin determined that keyhole dynamics are chaotic. The chaotic nature of keyhole fluctuations and the ability of laser power modulation to control them have been demonstrated by high-speed video images of laser welds in glycerin. Additionally, an incident leading beam angle is applied to enhance the stability of the keyhole. The quasi-sinusoidal laser beam power of 400Hz frequency and 15$^{\circ}$ incident leading beam angle were determined to be the optimum parameters for the reduction of voids. Finally, chaos analyses of uncontrolled signals and controlled signals were done to show the effectiveness of modulation on the keyhole dynamics. Three-dimensional phase plots for uncontrolled system and controlled system are produced to demonstrate that the chaotic keyhole dynamics is converted to regular periodic behavior by control methods: power modulation and incident leading beam angle.

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PPM-DCSK 변조를 이용한 카오스 시스템 (Chaos system using PPM-DCSK modulation)

  • 김성곤;장은영
    • 전기전자학회논문지
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    • 제24권3호
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    • pp.814-820
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    • 2020
  • 현재까지의 M진 DCSK 시스템에서 M이 증가함에 따라 성상도 신호점 사이의 거리는 더 가까워져서 성능이 저하된다. 본 논문에서는 비트 오류율 (BER) 성능을 향상시키기 위해 펄스위치변조 및 DCSK를 기반으로 하이브리드 변조 방식을 제안한다. 비트의 한 부분은 PPM에 의해 변조되고 다른 부분은 DCSK에 의해 변조된다. 따라서 정보 베어링 신호는 정보 비트 및 추가 정보 비트에 의해 결정되는 PPM의 선택된 펄스 위치에 따라 동시에 변조된다. 제안된 방식은 BER 성능은 시뮬레이션에 의해 도출되고 검증된다. 결과는 논문에서 제안한 방식이 부가적인 백색 가우시안 잡음 및 다중 경로 레일리 페이딩 채널에서 기존의 M-DCSK, 코드 인덱스 변조 DCSK 및 정류 코드 인덱스 DCSK를 능가한다는 것을 보여준다.

Experimental Study on Conducted EMI Mitigation in SMPS using a Novel Spread Spectrum Technique

  • Premalatha, L.;Raghavendiran, T.A.;Ravichandran, C.
    • Journal of Power Electronics
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    • 제13권4호
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    • pp.619-625
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    • 2013
  • Switched mode power supplies (SMPS) are power electronic circuits extensively used in a wide range of applications. High frequency switching operation of SMPS causes electromagnetic emissions and has the potential to interfere with system operation, which in turn has an impact on system performance. This makes electromagnetic compatibility (EMC) an important concern. In this paper, a new and simple spread spectrum technique is proposed by modulating chaotic pulse position modulation (CPPM) and pulse width modulation (PWM). The resulting CPWM is implemented to reduce the conducted EMI in SMPS. The proposed method is found to be effective in reducing conduction EMI. The effectiveness and simplicity of the proposed method on spreading those dominating frequencies is compared to the EMI mitigation technique using an external chaotic generator. Finally, the levels of conductive EMI with standard PWM, CPWM with an external chaos generator and the proposed method are experimentally verified to comply with the CISPR 22A regulations. The results confirm the effectiveness of the proposed method.

An IC Chip of a Cell-Network Type Circuit Constructed with 1-Dimensional Chaos Circuits

  • Eguchi, Kei;Ueno, Fumio;Zhu, Hongbing;Tobata, Toru;Ootani, Yuri
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -3
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    • pp.2000-2003
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    • 2002
  • In this paper, an IC chip of a cell- network type circuit constructed with 1-dimensional chaos circuits is reported. The circuit, is designed by sing switched-current (Sl) techniques. In the proposed circuit, by controlling connections of cells, an S- dimensional circuit (S = 1, 2, 3,…) and a synchronization system can be constructed easily. Furthermore, in spite of faults of a few cells, the circuit can reconstruct above-mentioned systems only to change connections of cells. This feature will open up new vista for engineering applications which are used in a distance place such as space, deep sea, etc. since it is difficult to repair faults of these application systems. To investigate the characteristics of the circuit, SPICE simulations are performed. The VLSI chip is fabricated from the layout design using a CAD tool, MAGIC. The proposed circuit is integrable by a standard 1.2 $\mu\textrm{m}$ CMOS technology.

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Metamodeling of nonlinear structural systems with parametric uncertainty subject to stochastic dynamic excitation

  • Spiridonakos, Minas D.;Chatzia, Eleni N.
    • Earthquakes and Structures
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    • 제8권4호
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    • pp.915-934
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    • 2015
  • Within the context of Structural Health Monitoring (SHM), it is often the case that structural systems are described by uncertainty, both with respect to their parameters and the characteristics of the input loads. For the purposes of system identification, efficient modeling procedures are of the essence for a fast and reliable computation of structural response while taking these uncertainties into account. In this work, a reduced order metamodeling framework is introduced for the challenging case of nonlinear structural systems subjected to earthquake excitation. The introduced metamodeling method is based on Nonlinear AutoRegressive models with eXogenous input (NARX), able to describe nonlinear dynamics, which are moreover characterized by random parameters utilized for the description of the uncertainty propagation. These random parameters, which include characteristics of the input excitation, are expanded onto a suitably defined finite-dimensional Polynomial Chaos (PC) basis and thus the resulting representation is fully described through a small number of deterministic coefficients of projection. The effectiveness of the proposed PC-NARX method is illustrated through its implementation on the metamodeling of a five-storey shear frame model paradigm for response in the region of plasticity, i.e., outside the commonly addressed linear elastic region. The added contribution of the introduced scheme is the ability of the proposed methodology to incorporate uncertainty into the simulation. The results demonstrate the efficiency of the proposed methodology for accurate prediction and simulation of the numerical model dynamics with a vast reduction of the required computational toll.

짧은 참조신호를 이용한 차동 카오스 편이 변조의 성능 최적화 (Performance of Optimization for Short Reference Differential Chaos Shift Keying Scheme)

  • 장은영
    • 한국전자통신학회논문지
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    • 제14권3호
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    • pp.453-460
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    • 2019
  • 짧은 참조 신호를 이용한 차동 카오스 편이 변조 (SR-DCSK)는 DCSK의 변형으로, 추가적인 복잡성 없이 데이터 전송 속도를 높이고 에너지 효율성을 향상시킨다. 그러나 최적 길이의 기준 신호를 적용해도 기존 DCSK 대비 SR-DCSK의 BER성능의 장점은 보이지 않는다. 본 논문에서는 기준 신호와 정보를 가진 신호에 각각 두 개의 스케일 계수 (scale coefficient)를 적용하여 SR-DCSK의 성능을 향상시키는 방법을 제안한다. 그리고 제안된 방법의 성능은 가우스 근삿법을 사용하여 BER로 분석한다. 그 후 도출한 BER 표현식을 기반으로, 주어진 시스템 파라미터에 대해 BER을 최소화하여 두 계수의 비율을 최적화한다. 제안된 방법의 BER은 두 스케일 계수의 최적 비율을 적용할 때 SR-DCSK 보다 많은 부분 개선되었다는 것을 시뮬레이션 결과로 확인한다.

Sealing design optimization of nuclear pressure relief valves based on the polynomial chaos expansion surrogate model

  • Chaoyong Zong;Maolin Shi;Qingye Li;Tianhang Xue;Xueguan Song;Xiaofeng Li;Dianjing Chen
    • Nuclear Engineering and Technology
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    • 제55권4호
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    • pp.1382-1399
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    • 2023
  • Pressure relief valve (PRV) is one of the important control valves used in nuclear power plants, and its sealing performance is crucial to ensure the safety and function of the entire pressure system. For the sealing performance improving purpose, an explicit function that accounts for all design parameters and can accurately describe the relationship between the multi-design parameters and the seal performance is essential, which is also the challenge of the valve seal design and/or optimization work. On this basis, a surrogate model-based design optimization is carried out in this paper. To obtain the basic data required by the surrogate model, both the Finite Element Model (FEM) and the Computational Fluid Dynamics (CFD) based numerical models were successively established, and thereby both the contact stresses of valve static sealing and dynamic impact (between valve disk and nozzle) could be predicted. With these basic data, the polynomial chaos expansion (PCE) surrogate model which can not only be used for inputs-outputs relationship construction, but also produce the sensitivity of different design parameters were developed. Based on the PCE surrogate model, a new design scheme was obtained after optimization, in which the valve sealing stress is increased by 24.42% while keeping the maximum impact stress lower than 90% of the material allowable stress. The result confirms the ability and feasibility of the method proposed in this paper, and should also be suitable for performance design optimizations of control valves with similar structures.

2:1 내부공진을 갖는 케이블의 비선형 진동의 분기해석 (Bifurcation Analysis of Nonlinear Oscillations of Suspended Cables with 2-to-1 Internal Resonance)

  • 장서일
    • 소음진동
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    • 제8권6호
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    • pp.1144-1149
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    • 1998
  • A two degree-of-freedom model of suspended cables is studied for forced resonant response. The method of averaging is used to obtain first-order approximations to the response of the system. A bifurcation analysis of the averaged system is performed in the case of 2-to-1 internal resonance. Nonlinear coupled-mode motions are found to bifurcate from single-mode responses and further bifurcate to limit cycle motions via Hopf bifurcations. The limit cycle solutions undergo period doubling bifurcations to chaos.

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Chaos in nonlinear control systems

  • Lee, Joon-Suh;Chang, Kun-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
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    • pp.758-762
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    • 1994
  • Complicated dynamical behavior can occur in model reference adaptive control systems when two external sinusoidal signals are introduced although the plant and reference model are stable linear first older systems. The phase portrait plot and the power spectral analysis indicate chaotic behavior. In the system treated, a positive Lyapuniov exponent and non-integer dimension clearly manifest chaotic nature of the system.

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