• Title/Summary/Keyword: Chaos random number

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Chaos Based Random Number Generation In Tiny MCU (소형마이콤에서의 카오스난수 발생 함수구현)

  • Hyun, Jae-Ho
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.47 no.3
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    • pp.1-4
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    • 2010
  • RS-485, communication bases from small network system must prepare in collision. The collision is that mean the data transfer breaks. For a stabilized communication chooses 1:N polling methods. But polling is low speed in addition to maybe overload Master device. So, usual N:N Prefers a communication. In this case, must be preparing to avoid collision or some solutions. Generally, to after collision retransmits after short time. It's called delay time for short time. When making a delay time, uses address of each systems. (Address of each node) If the many nodes collided, the each node has different delay time. When making a delay time, uses a usual random number. Making a random number is hard job. So uses a usual pseudorandom number. It is more difficult from small size MCU. The Chaos random number provides stabled value. Finally, when uses the Chaos random number, the stability and reliability of system get better.

Obstacle Avoidance Methods in the Chaotic Mobile Robot with Integrated some Chaos Equation

  • Bae, Young-Chul;Kim, Ju-Wan;Kim, Yi-Gon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.2
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    • pp.206-214
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    • 2003
  • In this paper, we propose a method to avoid obstacles that have unstable limit cycles in a chaos trajectory surface. We assume all obstacles in the chaos trajectory surface have a Van der Pol equation with an unstable limit cycle. When a chaos robot meets an obstacle in an Arnold equation or Chua's equation trajectory, the obstacle reflects the robot. We also show computer simulation results of Arnold equation and Chua's equation and random walk chaos trajectories with one or more Van der Pol obstacles and compare the coverage rates of each trajectory. We show that the Chua's equation is slightly more efficient in coverage rates when two robots are used, and the optimal number of robots in either the Arnold equation or the Chua's equation is also examined.

A Study on the Condition Monitoring for GIS Using SVD in an Attractor of Chaos Theory

  • J.S. Kang;Kim, C.H.;R.K. Aggarwal
    • KIEE International Transactions on Power Engineering
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    • v.4A no.1
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    • pp.33-41
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    • 2004
  • Knowledge of partial discharge (PD) is important to accurately diagnose and predict the condition of insulation. The PD phenomenon is highly complex and seems to be random in its occurrence. This paper indicates the possible use of chaos theory for the recognition and distinction concerning PD signals. Chaos refers to a state where the predictive abilities of a systems future are lost and the system is rendered aperiodic. The analysis of PD using deterministic chaos comprises of the study of the basic system dynamics of the PD phenomenon. This involves the construction of the PD attractor in state space. The simulation results show that the variance of an orthogonal axis in an attractor of chaos theory increases according to the magnitude and the number of PDs. However, it is difficult to clearly identify the characteristics of the PDs. Thus, we calculated the magnitude on an orthogonal axis in an attractor using singular value decomposition (SVD) and principal component analysis (PCA) to extract the numerical characteristics. In this paper, we proposed the condition monitoring method for gas insulated switchgear (GIS) using SVD for efficient calculation of the variance. Thousands of simulations have proven the accuracy and effectiveness of the proposed algorithm.

Comparison of Similarity to Digital Watermarking using Various Sequences (디지털 워터마킹을 위한 각종 시퀀스의 유사도 비교)

  • 송상주;박두순;김선형
    • Journal of the Korea Society of Computer and Information
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    • v.6 no.4
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    • pp.21-29
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    • 2001
  • We show that image make converts of multiplex resolution using wavelet transform algorithm. To evaluate the robustness. we have measured comparison or similarity using various sequences which is inserted important coefficient of middle frequency band. The wavelet transform is advantage that it has a special quality of frequency domain and a special quality of spatial domain. Watermark is used pseudo random number, gaussian sequence, chaos sequence and sobel sequence. As result of experiments, it is to certify that The chaos sequence similarity is higher than other sequence. So the chaos sequence will be used for watermark sequence.

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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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    • v.8 no.4
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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.

An Effective Sequence for Robust Watermarking in Wavelet Domain (웨이브릿 영역에서 강인한 워터마킹을 위한 효율적인 시퀀스)

  • 송상주;박두순
    • Journal of Korea Multimedia Society
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    • v.4 no.6
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    • pp.554-561
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    • 2001
  • Wavelet transformation method which has special qualities of frequency domain and spatial domain is used for watermarking. We have compared the decree of similarity to find a robust watermarking sequence for different attacks, using random number, gaussian sequence, chaos sequence and sobel sequence. The experimental results show that chaos sequence is an effective sequence for robust watermarking.

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A DEVANEY-CHAOTIC MAP WITH POSITIVE ENTROPY ON A SYMBOLIC SPACE

  • Ramesh, Shankar Bangalore;Vasu, Chetana Urva
    • Communications of the Korean Mathematical Society
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    • v.34 no.3
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    • pp.967-979
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    • 2019
  • Chaotic dynamical systems, preferably on a Cantor-like space with some arithmetic operations are considered as good pseudo-random number generators. There are many definitions of chaos, of which Devaney-chaos and pos itive topological entropy seem to be the strongest. Let $A=\{0,1,{\dots},p-1\}$. We define a continuous map on $A^{\mathbb{Z}}$ using addition with a carry, in combination with the shift map. We show that this map gives rise to a dynamical system with positive entropy, which is also Devaney-chaotic: i.e., it is transitive, sensitive and has a dense set of periodic points.

Analysis of Chaotic True Random Number Generator Using 0.18um CMOS Process (0.18um CMOS 공정을 사용한 카오스 난수 발생기 분석)

  • Jung, Ye-Chan;Jayawickra, Chamindra;Al-Shidaifat, AlaaDdin;Lee, Song-Wook;Kahrama, Nihan;Song, Han-Jung
    • Journal of the Korean Society of Industry Convergence
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    • v.24 no.5
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    • pp.635-639
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    • 2021
  • As times goes by, a ton of electric devices have been developing. Nowadays, there are many personal electric goods that are connected each other and have important private information such as identification, account number, passwords, and so on. As many people own at least one electric device, security of the electric devices became significant. To prevent leakage of the information, study of Chaotic TRNG, "Chaotic True Random Number Generator", protecting the information by generating random numbers that are not able to be expected, is essential. In this paper, A chaotic TRNG is introduced is simulated. The proposed Chaotic TRNG is simulated with Virtuoso &, a circuit design program of Cadence that is a software company. For simulating the mentioned Chaotic TRNG, setting values, 0V low and 3V high on Vpulse, 1.2V on V-ref, 3.3V on VDD, and 0V on VSS, are used.

Signal-Dependent Chaotic-State-Modulated Digital Secure Communication

  • Farooq, Omar;Datta, Sekharjit
    • ETRI Journal
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    • v.28 no.2
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    • pp.250-252
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    • 2006
  • In this letter, a discrete state, discrete time chaotic pseudo random number generator (CPRNG) is presented for stream ciphering of text, audio, or image data. The CPRNG is treated as a finite state machine, and its state is modulated according to the input bit sequence of the signal to be encrypted. The modulated state sequence obtained can be transmitted as a spread spectrum or encrypted data.

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A Chaos Random Number Generator based on the Bifurcation Tree of Double Tent Mapping (2중 Tent 사상의 분기트리를 이용한 카오스 랜덤 수 발생기)

  • Kim, J.N.;Kim, J.H.;Jung, Y.G.;Lim, Y.C.
    • Proceedings of the KIEE Conference
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    • 2005.04a
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    • pp.203-206
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    • 2005
  • 본 연구에서는 카오스 2중 Tent 사상에 의한 랜덤 주파수 캐리어 발생기를 제안하고 있다. 제안된 방법은 2중 텐트사상의 분기트리(Bifurcation Tree)에서 카오스 발생 영역인 $\lambda$=0.99을 이용하여 랜덤 수글 발생시키고 있다. 제안된 방법과 종전의 LCG(Linear Congruential Generator)에 의한 방법의 고조파 스펙트럼을 실험에 의하여 비교 검토하였다.

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