• Title/Summary/Keyword: convergence approach

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D2D Power Control in the Cellular System: Non Cooperative Game Theoretic Approach

  • Oh, Changyoon
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.3
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    • pp.25-31
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    • 2018
  • In this paper, we consider the game theoretic approach to investigate the transmit power optimization problem where D2D users share the uplink of the cellular system. Especially, we formulate the transmit power optimization problem as a non cooperative power control game. In the user wide sense, each user may try to select its transmit power level so as to maximize its utility in a selfish way. In the system wide, the transmit power levels of all users eventually converge to the unique point, called Nash Equilibrium. We first formulate the transmit power optimization problem as a non cooperative power control game. Next, we examine the existence of Nash Equilibrium. Finally, we present the numerical example that shows the convergence to the unique transmit power level.

Utilization of A Gauss-Seidel Pseudo Affine Projection Algorithm and Volterra Filtering for Nonlinear Echo Cancellation (GS-PAP 알고리즘과 볼테라 필터링을 이용한 비선형 반향 신호 제거)

  • Seo, Jae-Bum;Kim, Duk-Ho;Kim, In-Suk;Kim, Gyeong-Jae;Nam, Sang-Won
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.24-26
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    • 2006
  • In this paper, a nonlinear echo cancellation approach, based on a Gauss-Seidel pseudo affine projection algorithm and Volterra filtering, is proposed to compensate for echo path nonlinearity in the telephone network. Simulation results demonstrate that the proposed approach yields reduction of computational complexity and improved convergence speed than the conventional nonlinear echo cancellation methods (NLMS, ECLMS, FAP, RLS).

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A Fast off-line Learning Control Approach to Rejection of Periodic Disturbances (주기적인 외란 제거에 있어서 빠른 오프라인 학습 제어 접근 방식)

  • Ha, In-Joong;Jang, Jung-Kook;Park, Jin-Won;Kwon, Jung-Hoon
    • Proceedings of the KIEE Conference
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    • 2007.04a
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    • pp.107-109
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    • 2007
  • The recently-developed off-line learning control approaches for the rejection of periodic disturbances utilize the specific property that the learning system tends to oscillate in steady state. Unfortunately, the prior works have not clarified how closely the learning system should approach the steady state to achieve the rejection of periodic disturbances to satisfactory level. In this paper, we address this issue extensively for the class of linear systems. We also attempt to remove the effect of other aperiodic disturbances on the rejection of the periodic disturbances effectively. In fact, the proposed learning control algorithm can provide very fast convergence performance in the presence of aperiodic disturbance. The effectiveness and practicality of our work is demonstrated through mathematical, performance analysis as well as various simulation results.

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Periodic solutions of the Duffing equation

  • Tezcan, Jale;Hsiao, J. Kent
    • Structural Engineering and Mechanics
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    • v.30 no.5
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    • pp.593-602
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    • 2008
  • This paper presents a new linearization algorithm to find the periodic solutions of the Duffing equation, under harmonic loads. Since the Duffing equation models a single degree of freedom system with a cubic nonlinear term in the restoring force, finding its periodic solutions using classical harmonic balance (HB) approach requires numerical integration. The algorithm developed in this paper replaces the integrals appearing in the classical HB method with triangular matrices that are evaluated algebraically. The computational cost of using increased number of frequency components in the matrixbased linearization approach is much smaller than its integration-based counterpart. The algorithm is computationally efficient; it only takes a few iterations within the region of convergence. An example comparing the results of the linearization algorithm with the "exact" solutions from a 4th order Runge- Kutta method are presented. The accuracy and speed of the algorithm is compared to the classical HB method, and the limitations of the algorithm are discussed.

ROTATION IMPLEMENTATION OF A CIRCULAR CYLINDER IN INCOMPRESSIBLE FLOW VIA STAGGERED GRID APPROACH

  • Xiao Mingqing;Lin Yuan;Myatt James H.;Camphouse R. Chris;Banda Siva S.
    • Journal of applied mathematics & informatics
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    • v.22 no.1_2
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    • pp.67-82
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    • 2006
  • In this paper, we present a finite difference method for the implementation of the rotation of a circular cylinder in the incompressible flow field by solving the two-dimensional unsteady Navier-Stokes equations. The approach is to use staggered grid method so that the accuracy and order of convergence of the associated algorithms can be maintained. The proposed method is easy to be implemented and is effective. A set of simulations for the flow dynamics is provided to show the computational results.

Multiscale Adaptive Wavelet-Galerkin Method for Membrane Eigenvalue Analysis (박막 고유치 해석을 위한 멀티스케일 적응 웨이블렛-갤러킨 기법)

  • Yi, Yong-Sub;Kim, Yoon-Young
    • Proceedings of the KSME Conference
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    • 2003.11a
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    • pp.1291-1296
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    • 2003
  • The objective of the present research is to develop a wavelet-based multiscale adaptive Galerkin method for membrane eigenvalue analysis. Since approximate eigensolutions at a certain resolution level can be good guesses, which play an important role in typical iterative solvers, at the next resolution level, the multiresolution iterative solution approach by wavelets can improve the solutionconvergence rate substantially. The intrinsic difference checking nature of wavelets can be also utilized effectively to develop an adaptive strategy. The present wavelet-based approach will be implemented for the simplest vector iteration method, but some important aspects, such as convergence speedup, and the reduction in the number of nodes can be clearly demonstrated.

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Synthesis and Experimental Implementation of DSP Based Backstepping Control of Positioning Systems

  • Chang, Jie;Tan, Yaolong
    • Journal of Power Electronics
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    • v.7 no.1
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    • pp.1-12
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    • 2007
  • Novel nonlinear backstepping control with integrated adaptive control function is developed for high-performance positioning control systems. The proposed schemes are synthesized by a systematic approach and implemented based on a modern low-cost DSP controller, TMS320C32. A baseline backstepping control scheme is derived first, and is then extended to include a nonlinear adaptive control against the system parameter changes and load variations. The backstepping control utilizes Lyapunov function to guarantee the convergence of the position tracking error. The final control algorithm is a convenient in the implementation of a practical 32-bit DSP controller. The new control system can achieve superior performance over the conventional nested PI controllers, with improved position tracking, control bandwidth, and robustness against external disturbances, which is demonstrated by experimental results.

Two-Link Manipulator Control Using Indirect Adaptive Fuzzy Controller

  • N., Waurajitti;J., Ngamwiwit;T., Benjanarasuth;H., Hirata;N., Komine
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.445-445
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    • 2000
  • This paper proposes the MIMO indirect adaptive fuzzy controller to control the two-link manipulators. The input-output linearization technique, equivalent control input plus integral term, augmented error model and recursive least square adaptive law are used fer the controller. The linear type of fuzzifier-defuzzifier fuzzy logic system used for nonlinear function makes easy to farm the error model and able to follow the adaptive system approach. Such that control approach, the control system is not required joint speed and accerelation measurement and easy to implement and tune. The simulation results showed that the proposed controller has good control performance, stability, very small tracking error, decoupling, fast convergence, robust to parameter variation and load.

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Intermediation Trend in Korea Recruiting Industry: An Exploratory Approach (리크루팅 산업에서의 중개현상 변화추세에 대한 탐색연구 - 한국구인구직시장을 중심으로 -)

  • Park, Ki-Ho;Kim, Yeon-Jeong
    • Journal of Digital Convergence
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    • v.3 no.2
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    • pp.131-142
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    • 2005
  • Under the internet age, the competition among recruiting intermediaries including online and offline players has been intensified for several years. Therefore, their business processes or business models have also been transformed to be able to earn the competitive advantages. For these reasons, the traditional players like offline-based recruiting companies have willingly or unwillingly experienced the competitive disadvantages on the recruit battle ground. The online recruiting intermediaries, who newly participated in this industry and based on the internet environment, however, seized on the competitive advantages with the richness and the reach traits of online media. Under this context, the offline traditional intermediaries, who have been threatened by new online entries, must make a replacement of traditional trading mechanisms with alternative trading mechanisms like IT-enabled intermediaries. In this study by exploratory approach, we investigate the phases of transformation of the traditional recruiting intermediaries, changes in business strategies of offline-based firms, and impacts of online media in e-recruiting industry.

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Effects of Switching Costs on Loyalty to Social Network Sites: Resource Based Approach

  • Namn, Su-Hyeon;Jung, Chul-Ho
    • Journal of Digital Convergence
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    • v.9 no.1
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    • pp.25-36
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    • 2011
  • This paper examines user's loyalty to social network sites (SNS) from switching costs (SC) incurred by both technology and social factors. We propose a research model specifying that the perceived values of resources of the factors affect the SC and the SC determine user's loyalty. Empirical results show that technology variables of ease of use and privacy controllability, and social variables such as network size, usefulness of SNS activities, and awareness of network status have significant effect on SC. In particular, ease of use is negatively associated with SC. Since it is shown that in overall the impact of social factors is stronger than that of technology factors, we can interpret that technological superiority itself does not lead to the success of SNS. Contributions of this paper are: 1) application of SC in SNS research from the resource based perspective, which can be used for developing strategies of sustainable SNS, and 2) provision of different perspective toward the variable of ease of use, which has been considered an important factor of technology acceptance.