• Title/Summary/Keyword: User Simulation

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A hidden anti-jamming method based on deep reinforcement learning

  • Wang, Yifan;Liu, Xin;Wang, Mei;Yu, Yu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.9
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    • pp.3444-3457
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    • 2021
  • In the field of anti-jamming based on dynamic spectrum, most methods try to improve the ability to avoid jamming and seldom consider whether the jammer would perceive the user's signal. Although these existing methods work in some anti-jamming scenarios, their long-term performance may be depressed when intelligent jammers can learn user's waveform or decision information from user's historical activities. Hence, we proposed a hidden anti-jamming method to address this problem by reducing the jammer's sense probability. In the proposed method, the action correlation between the user and the jammer is used to evaluate the hiding effect of the user's actions. And a deep reinforcement learning framework, including specific action correlation calculation and iteration learning algorithm, is designed to maximize the hiding and communication performance of the user synchronously. The simulation result shows that the algorithm proposed reduces the jammer's sense probability significantly and improves the user's anti-jamming performance slightly compared to the existing algorithms based on jamming avoidance.

User Scheduling Algorithm for Cell Capacity Maximization in Full Duplexing Wireless Cellular Networks (전이중 무선 셀룰라 네트워크에서 셀 용량 최대화를 위한 사용자 스케쥴링 방식)

  • Choi, Hyun-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.11
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    • pp.2613-2620
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    • 2014
  • In this paper, we consider a full duplexing (FD) wireless cellular network where a central base station (BS) works in the FD mode while the downlink (DL) and uplink (UL) users work in the time division duplexing (TDD) mode. Since this FD system induces the inter-user interference from UL user to DL user, the main challenge for maximizing the system performances is user scheduling that makes a pair of DL user and UL user to use the same radio resource simultaneously. We formulate an optimization problem for user pairing to maximize the cell capacity and propose a suboptimal user scheduling algorithm with low complexity. This scheduling algorithm is designed in a way where the DL user with a better signal quality has a higher priority to choose its UL user that causes less interference. Simulation results show that the FD system using the proposed user scheduling algorithm achieves the optimal performance and significantly outperforms the conventional TDD system in terms of the cell capacity.

Development of a current collection performance simulation program(CaPoDyS 4.0) based on the Windows environment (윈도우 환경을 가진 집전성능 시뮬레이션 프로그램(CaPoDyS 1.0) 개발)

  • Kwon, Sam-Young;Lee, Ki-Won
    • Proceedings of the KIEE Conference
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    • 2001.07b
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    • pp.1223-1225
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    • 2001
  • This paper describes the simulation algorithms and user interfaces of the self-developed CaPoDyS which is to simulate the dynamic interaction between catenary and pantograph based on FEM. Also, the reliability of the simulation results are discussed through comparing with the ERRI report.

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파워트레인 제어 시뮬레이션을 위한 MATLAB/SIMULINK 상에서의 객체지향 프로그래밍

  • 양경진;최재원;홍금식
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.208.1-212
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    • 1997
  • In this paper, a computer simulation tool for evaluting integrated engine/transmission control system using MATLAB/SIMULINK is investigated. Since a modular programming technique based upon the object-oriented programming is used in the paper, the simulation tool developed reduces the burden of model complexity by dividing engine/transmission systems into hierarchical subsystem. Furthermore, it also provides user -friendly, reusable, and upgradable characteristics of the system. The simulation tool could be useful to the automotive engineers who frequently change models and develop new systems in the automotive powertrain and control area.

A computer-aided design software package for robot manipulators and their controllers (컴퓨터를 이용한 로보트 설계 소프트웨어 팩키지 개발)

  • 오세영;김호연;강영국
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.337-340
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    • 1986
  • A software package CARDS for general purpose robot design, control, and simulation has been developed and is presented here. CARDS (Computer Aided Robot Design and Simulation) consists of a collection of standardized subroutine modules that carry out typical kineamatic, dynamic, and control computations so that the user only needs to write a main program that further defines a particular robot configuration and the task to be performed. It provides users a complete simulation environment, so that it will be a valuable engineering tool for mechanical designers as well as electric control designers.

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Implementation of Thermal-Hydraulic Models into a Power Plant Simulation Tool (발전소 시뮬레이션 툴을 위한 열수력 모델 구현)

  • 손기헌
    • Proceedings of the Korea Society for Simulation Conference
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    • 1998.10a
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    • pp.95-99
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    • 1998
  • 한전 전력연구원은 발전소의 복잡한 계통을 효과적으로 시뮬레이션하는 GUI(Graphical User Interface)에 기반을 둔 시뮬레이션 툴(PowerSim)을 독자적으로 개발하였다. 본 논문에서는 열교환기, 펌프, 밸브, 탱크등의 구성요소에 적합한 열수력 모델을 개발하고, 이 모델을 ORCAD로부터 생성된 Netlist의 연결정보에 맞게 연결하여 발전계통을 시뮬레이션하는 과정을 서술하였다. 또한, 발전계통의 열수력현상을 지배하는 질량, 운동량, 에너지 보존 방정식을 실시간에서 풀 수 있는 알고리즘을 제시하였다.

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Short-Range Missile system Performance Evaluation model Using GUI-Type Simulation (시각화-시뮬레이션방법을 이용한 단거리미사일시스템의 성능산정모델)

  • 황흥석
    • Proceedings of the Korea Society for Simulation Conference
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    • 2000.04a
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    • pp.148-152
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    • 2000
  • 본 연구는 사용자 인터페이스를 고려한 시뮬레이션 방법을 이용한 단거리 미사일시스템의 성능 평가모델의 연구이다. 주요 접근 방법으로 먼저 시스템성능산정을 위한 시뮬레이션 방법을 제시하였으며 이는 관련 Data를 수집하고 이로부터 미사일의 폭발지점을 산정하고 표적의 피해산출을 위한 방법과 종합표적살상확률을 산정하는 방법 등을 포함하였다. 다음 단계로 사용자를 위한 그래픽 사용자 인터페이스(Graphic User Interface)를 고려한 입출력과정을 시각화환경으로 구현하였다. 본 연구를 위하여 전산프로그램을 개발하고 가상 Data를 이용한 예를 들고 결과를 보였다.

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Modeling and Simulation of HMI Behaviors of 3D Virtual Products using XML (XML을 이용한 3D 가상 제품의 HMI 행동양태 모델링과 시뮬레이션 방안)

  • Jung, Ho-Kyun;Park, Hyungjun
    • Korean Journal of Computational Design and Engineering
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    • v.20 no.1
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    • pp.75-83
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    • 2015
  • In the virtual prototyping (VP) of digital products, it is important to provide the people involved in product development with the visualization and interaction of the products, and the simulation of their human machine interaction (HMI) behaviors in interactive 3D virtual environments. Especially, for the HMI behavior simulation, it is necessary to represent them properly and to play them back effectively according to user interaction in the virtual environments. In a conventional approach to HMI behavior simulation, user interface (UI) designers use UI design software tools to generate the HMI behavior of a digital product of interest. Due to lack of reusability of the HMI behavior, VP developers need to analyze and integrate it into a VP system for its simulation in a 3D virtual environment. As this approach hinders the effective communication between the UI designers and the VP developers, it is easy to create errors and thereby it takes significant time and effort especially when it is required to represent the HMI behavior to the finest level of detail. In order to overcome the shortcomings of the conventional approach, we propose an approach for representing the HMI behavior of a digital product using XML (eXtensible Markup Language) and for reusing it to perform the HMI behavior simulation in 3D virtual environments. Based on the approach, a VP system has been developed and applied for the design evaluation of various products. A case study about the design evaluation is given to show the usefulness of the proposed approach.

Web based CFD Simulation Service Improvement and Utilization (웹기반 열유체 시뮬레이션 서비스의 개선 및 활용)

  • Jung, Young Jin;Jin, Du-Seok
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.5
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    • pp.1160-1167
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    • 2013
  • Web based simulation service is utilized to computationally analyze various phenomena in real world according to the progress of network and computing technology. In this paper, we present an improvement and utilization of e-AIRS (e-Science Aerospace Integrated Research System). e-AIRS, has been utilized to support web based CFD simulation service since 2008. has some problems such as stable system, pre processing, post processing. To solver this problem, we improved e-AIRS such as distributed service processing, personal simulation job assignment control, and faster data loading. After improvement, although users increase from 110 to 606, the priority of user requirements is changed from stable system to pre/post processor. User requirements and statistics about e-AIRS simulation service for each semester is analyzed to support more stable and comfortable service.

Study on the Transient Phenomenon Simulation of Wind Power Generation System using PSCAD/EMTDC (PSCAD/EMTDC를 이용한 풍력발전시스템의 과도현상 시뮬레이션에 관한 연구)

  • Han, Sang-Geun;Park, Min-Won;Yu, In-Keun
    • Proceedings of the KIEE Conference
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    • 2002.11d
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    • pp.309-312
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    • 2002
  • For the purpose of more effective simulation of the utility interactive WPGS(Wind Power Generation System) the SWRW (Simulation method for WPGS using Real Weather condition) is used in this paper, in which those of three topics for the WPGS simulation. user-friendly method, applicability to grid-connection and the utilization of the real weather conditions, are satisfied. The simulation of the WPGS using the real weather condition including components modeling of wind turbine system is achieved by introducing the interface method of a non-linear external parameter and FORTRAN using PSCAD/EMTDC. The simulations of steady-state and transient-state are performed effectively by the introduced simulation method. The generator output and current supplied into utility can be obtained by the steady-state simulation, and THD can be achieved by analyzing the results as well. The transient - state of the WPGS can be analyzed by the simulation results of over cut-out wind speed.

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