• 제목/요약/키워드: Randomness

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기능경사재료 변단면 보에서 축방향 탄성계수의 공간적 불확실성에 의한 응답변화도 평가 (Evaluation of Response Variability of Functionally Graded Material Beam with Varying Sectional Area due to Spatial Randomness in Elastic Modulus along Axial Direction)

  • 노혁천
    • 한국전산구조공학회논문집
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    • 제27권3호
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    • pp.199-206
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    • 2014
  • 본 논문에서는 변단면 기능경사재료 보에서 중립면 탄성계수가 축방향을 따라 공간적 불확실성을 가질 경우에 대한 구조 응답변화도 산정을 위한 정식화에 대해 논한다. 기능경사재료는 두 이질재료의 체적비가 두께방향으로 연속적으로 변하며 고체화되는 과정으로 제작되는 재료로서 온도 및 응력 등에서 연속적인 변화를 가능하게 하여, 전통 복합재료에서 나타나는 층분리나 균열 발생 등이 제거되는 장점을 가지고 있다. 그러나 이론적으로 설정된 기능경사에 맞는 재료의 제작이 어려우며, 이에 따라 내재적인 불확실성을 가지고 있다. 이를 모사하기 위하여 중립면 탄성계수에서의 불확실성을 추계장으로 모델링하고, 추계적분에 의한 확률변수를 도입하여, 변위의 1, 2차모멘트를 산정할 수 있는 방법을 제시하였다. 제안된 해석 방법은 스펙트럼모사법을 적용한 몬테카를로 해석으로 검증하였다. 추계장의 상관관계거리에 따른 분산계수의 변화, 재료지수 및 기하인수가 변위의 분산계수에 미치는 영향 등을 고찰하였고, 몬테카를로 해석 대비 제안 해석법의 효율성에 대해서도 논하였다.

프로그램 가능 최대길이 CA기반 의사난수열 생성기의 설계와 분석 (Design and Analysis of Pseudorandom Number Generators Based on Programmable Maximum Length CA)

  • 최언숙;조성진;김한두;강성원
    • 한국전자통신학회논문지
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    • 제15권2호
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    • pp.319-326
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    • 2020
  • PRNG(Pseudorandom number generator)는 안전한 온라인 통신을 위한 암호화 키 생성에 있어서 필수적이다. PRNG에 의해 생성되는 비트 스트림은 대칭키 암호 시스템에서 빅 데이터를 효과적으로 암호화할 수 있도록 고속으로 생성되어야 하며 또한 여러 통계적 테스트를 통과할 수준의 랜덤성을 확보해야 한다. CA(Cellular Automata) 기반의 PRNG는 하드웨어로 구현이 용이하고, LFSR기반의 PRNG보다 렌덤성이 우수하다고 알려져 있다. 본 논문에서는 대칭키 암호시스템에서 효과적인 키 수열을 생성할 수 있는 PMLCA(Programmable Maximum Length CA)기반의 PRNG를 설계한다. 제안하는 PRNG는 비선형 제어 방식을 통해 비트 스트림을 생성한다. 먼저 주기가 긴 선형 수열을 생성하는 단일 여원벡터를 갖는 (m,n)-셀 PMLCA ℙ 기반의 PRNG를 설계하고 주기와 생성다항식을 분석한다. 또한 ℙ와 주기가 같으면서 비선형 수열을 생성하는 두 개의 여원벡터를 갖는 (m,n)-셀 PC-MLCA기반의 PRNG를 설계하고 비선형 수열이 출력되는 위치를 분석한다.

Stochastic investigation on three-dimensional diffusion of chloride ions in concrete

  • Ye Tian;Yifei Zhu;Guoyi Zhang;Zhonggou Chen;Huiping Feng;Nanguo Jin;Xianyu Jin;Hongxiao Wu;Yinzhe Shao;Yu Liu;Dongming Yan;Zheng Zhou;Shenshan Wang;Zhiqiang Zhang
    • Computers and Concrete
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    • 제32권3호
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    • pp.247-261
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    • 2023
  • Due to the non-uniform distribution of meso-structure, the diffusion of chloride ions in concrete show the characteristics of characteristics of randomness and fuzziness, which leads to the non-uniform distribution of chloride ions and the non-uniform corrosion of steel rebar in concrete. This phenomenon is supposed as the main reason causing the uncertainty of the bearing capacity deterioration of reinforced concrete structures. In order to analyze and predict the durability of reinforced concrete structures under chloride environment, the random features of chloride ions transport in concrete were studied in this research from in situ meso-structure of concrete. Based on X-ray CT technology, the spatial distribution of coarse aggregates and pores were recognized and extracted from a cylinder concrete specimen. In considering the influence of ITZ, the in situ mesostructure of concrete specimen was reconstructed to conduct a numerical simulation on the diffusion of chloride ions in concrete, which was verified through electronic microprobe technology. Then a stochastic study was performed to investigate the distribution of chloride ions concentration in space and time. The research indicates that the influence of coarse aggregate on chloride ions diffusion is the synthetic action of tortuosity and ITZ effect. The spatial distribution of coarse aggregates and pores is the main reason leading to the non-uniform distribution of chloride ions both in spatial and time scale. The chloride ions concentration under a certain time and the time under a certain concentration both satisfy the Lognormal distribution, which are accepted by Kolmogorov-Smirnov test and Chi-square test. This research provides an efficient method for obtain mass stochastic data from limited but representative samples, which lays a solid foundation for the investigation on the service properties of reinforced concrete structures.

페이지 쉬프터 기반의 의사 난수 패턴 생성기 (Pseudo Random Pattern Generator based on phase shifters)

  • 조성진;최언숙;황윤희
    • 한국정보통신학회논문지
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    • 제14권3호
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    • pp.707-714
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    • 2010
  • 패턴생성기로 LFSR(linear feedback shift register)은 기계 자체에 고유의 선형의존성이 있어 패턴을 생성함에 있어 비트의 위치를 이동시켜 수열을 생성하기 때문에 생성되는 패턴들의 상관관계가 높고 따라서 오류 검출률이 낮아지게 된다. 이런 문제점을 해소하기 위하여 scan chain 사이에 XOR 게이트의 조합으로 구성된 페이지 쉬프터를 장착하여 출력 테스트 패턴의 난수성을 높임으로써 LFSR 고유의 선형의존성을 줄이고 오류 검출률을 높이는 연구가 활발히 진행되어 왔다. 본 논문에서는 PRPG(pseudo random pattern generator)로서 특성 다항식을 원시다항식으로 갖는 LFSR을 사용하여 어떤 임의의 두 채널에서 출력되는 이진 수열의 선형 의존성을 줄이기 위한 방법으로 적절한 탭 수를 유지하며 최소의 위상이동차를 보장하는 페이지 쉬프터를 갖는 LFSR 기반의 PRPG를 구성하는 방법을 제안한다. 제안된 알고리즘에 따라 페이지 쉬프터를 구성하면 기존의 방법보다 페이지 쉬프터를 훨씬 빨리 구성 할 수 있는 장점이 있다.

Seismic vulnerability assessment of confined masonry wall buildings

  • Ranjbaran, Fariman;Hosseini, Mahmood
    • Earthquakes and Structures
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    • 제7권2호
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    • pp.201-216
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    • 2014
  • In this paper the vulnerability of the confined masonry buildings is evaluated analytically. The proposed approach includes the nonlinear dynamic analysis of the two-story confined masonry buildings with common plan as a reference structure. In this approach the damage level is calculated based on the probability of exceedance of loss vs a specified ground motion in the form of fragility curves. The fragility curves of confined masonry wall buildings are presented in two levels of limit states corresponding to elastic and maximum strength versus PGA based on analytical method. In this regard the randomness of parameters indicating the characteristics of the building structure as well as ground motion is considered as likely uncertainties. In order to develop the analytical fragility curves the proposed analytical models of confined masonry walls in a previous investigation of the authors, are used to specify the damage indices and responses of the structure. In order to obtain damage indices a series of pushover analyses are performed, and to identify the seismic demand a series of nonlinear dynamic analysis are conducted. Finally by considering various mechanical and geometric parameters of masonry walls and numerous accelerograms, the fragility curves with assuming a log normal distribution of data are derived based on capacity and demand of building structures in a probabilistic approach.

Comparative Study of GPS-Integrated Concrete Supply Management using Discrete Event Simulation

  • Zekavat, Payam Rahnamayie;Mortaheb, Mohammad Mehdi;Han, Sangwon;Bernold, Leonhard
    • Journal of Construction Engineering and Project Management
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    • 제4권2호
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    • pp.31-40
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    • 2014
  • The management of vehicular supply of "perishable" construction material, such as concrete mixes, faces a series of uncertainties such as weather, daily traffic patterns and accidents. Presented in this paper is a logistics control model for managing a hauling fleet with interrelated processes at both ends and queue capacities. Discrete event simulation is used to model the complex interactions of production units and the randomness of the real world. Two alternative strategies for ready mix concrete delivery, with and without an off-site waiting queue, are studied to compare supply performance. Secondly, the paper discusses the effect of an agent-based GPS tracking system providing real-time travel data that lessens the uncertainty of trucking time. The results show that the combination of GPS information with off-site queuing reduces productivity loss and process wastes of concrete placement as well as the idleness of supply trucks when crew or pump experience an unexpected stoppage.

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.

Highly dispersive substitution box (S-box) design using chaos

  • Faheem, Zaid Bin;Ali, Asim;Khan, Muhamad Asif;Ul-Haq, Muhammad Ehatisham;Ahmad, Waqar
    • ETRI Journal
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    • 제42권4호
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    • pp.619-632
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    • 2020
  • Highly dispersive S-boxes are desirable in cryptosystems as nonlinear confusion sublayers for resisting modern attacks. For a near optimal cryptosystem resistant to modern cryptanalysis, a highly nonlinear and low differential probability (DP) value is required. We propose a method based on a piecewise linear chaotic map (PWLCM) with optimization conditions. Thus, the linear propagation of information in a cryptosystem appearing as a high DP during differential cryptanalysis of an S-box is minimized. While mapping from the chaotic trajectory to integer domain, a randomness test is performed that justifies the nonlinear behavior of the highly dispersive and nonlinear chaotic S-box. The proposed scheme is vetted using well-established cryptographic performance criteria. The proposed S-box meets the cryptographic performance criteria and further minimizes the differential propagation justified by the low DP value. The suitability of the proposed S-box is also tested using an image encryption algorithm. Results show that the proposed S-box as a confusion component entails a high level of security and improves resistance against all known attacks.

CA기반의 수축생성기를 이용한 영상 암호 (Image Encryption using Shrinking Generator based on CA)

  • 최언숙;조성진;김한두;강성원
    • 한국전자통신학회논문지
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    • 제15권1호
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    • pp.179-184
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    • 2020
  • 랜덤성이 우수한 의사난수열 생성기로 알려진 셀룰라 오토마타(Cellular automata, CA)는 그 응용분야가 매우 다양하다. Cho 등은 긴 주기의 비선형 수열을 생성하기 위하여 CA기반의 수축수열 생성기를 설계하였다. 또한, 카오스 캣맵은 초기 조건에 대한 민감성과 예측 불가능한 특성을 가지는 복잡한 비선형 동역학계로 많은 연구자들에 의하여 연구되어 왔다. 본 논문에서는 높은 보안성을 위하여 최대 주기를 갖는 CA기반의 수축 생성기로 생성한 비선형 수열과 3차원 카오스 캣맵을 이용한 새로운 영상 암호화 방법을 제안한다.

Comparative Study on Adsorptive Characteristics of Diazinon in Water by Various Adsorbents

  • Ryoo, Keon Sang;Jung, Sun Young;Sim, Hun;Choi, Jong-Ha
    • Bulletin of the Korean Chemical Society
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    • 제34권9호
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    • pp.2753-2759
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    • 2013
  • The aim of the present study is to explore the possibility of utilizing fly ash and loess, as alternative to activated carbon, for the adsorption of diazinon in water. Batch adsorption experiment was performed to evaluate the influences of various factors like initial concentration, contact time and temperature on the adsorption of diazinon. The adsorption data shows that fly ash is not effective for the adsorption of diazinon. The equilibrium data for both activated carbon and loess were fitted well to the Freundlich isotherm model. The pseudo-second-order kinetic model appeared to be the better-fitting model because it has higher $R^2$ compared to the pseudo-first-order kinetic model. The thermodynamic parameters such as free energy (${\Delta}G$), the enthalpy (${\Delta}H$) and the entropy (${\Delta}S$) were calculated. Contrary to loess, the ${\Delta}G$ values of activated carbon were negative at the studied temperatures. It indicates that the adsorption of diazinon by activated carbon is a favorable and spontaneous process. The positive ${\Delta}H$ values of activated carbon and loess suggest that the diazinon adsorption process is endothermic in nature. In addition, the positive ${\Delta}S$ values show that increased randomness occurs at the solid/solution surface during the adsorption of diazinon.