• 산업공학
• /
• 제20권1호
• /
• pp.41-48
• /
• 2007

The main purpose of this paper is cost reduction in absurd pilot positive expense and human accident prevention which is caused by in the pilot selection process. We use classification models such as logistic regression, decision tree, and neural network based on aptitude test results of 505 ROK Air Force applicants in 2001~2004. First, we determine the reliability and propriety against the aptitude test system which has been improved. Based on this conference flight simulator test item was compared to the new aptitude test item in order to make additional yes or no decision from different models in terms of classification accuracy, ROC and Response Threshold side. Decision tree was selected as the most efficient for each sequential flight training result and the last flight training results predict excellent. Therefore, we propose that the standard of pilot selection be adopted by the decision tree and it presents in the aptitude test item which is new a conference flight simulator test.

• 한국정보통신학회:학술대회논문집
• /
• 한국해양정보통신학회 2011년도 추계학술대회
• /
• pp.63-65
• /
• 2011

현재 범용성이 높은 전자계 시뮬레이터가 널리 보급되어 왔으며, 안테나 설계, EMC 설계, 측정, 초고주파 소자 설계 등에 활용되고 있다. 본 연구에서는 X 밴드 영역에서 다양한 전자계 문제 해석을 목적으로 멀티 코어 기반 PC 자원을 보다 효율적으로 활용하고, 나아가 TCP/IP 기반 네트워크 토폴로지 구성을 통한 효율성 높은 전자계 시뮬레이터 구현을 위한 프레임워크 구축과 구현 방안을 제안한다.

• 대한전기학회논문지:시스템및제어부문D
• /
• 제53권6호
• /
• pp.433-439
• /
• 2004

The Helicopter Simulator System is non-linear and complex. Futhermore, because of absence of its accurate mathematical model, it is difficult to control accurately its attitudes such as elevation angle and azimuth one. Therefore, we proposed a Hybrid GA-PID WAVENET(Genetic Algorithm Proportional Integral Derivative Wavelet Neural Network)control technique to control efficiently these angles. The proposed Hybrid GA-PID WAVENET is made through the following process. First, the WAVENET fundamental functions are defined. And their dilation and translation values are adjusted by GA to construct the optimal WAVENET controller. Secondly, the proportional, integral, and derivative gain coefficients of PR controller are tuned optimally. Finally, WAVENET controller which has a good transient characteristic and GA-PE controller which has a good steady state characteristic is adequately combined in hybrid type. Through the computer simulations, it is proved that the Hybrid GA-PE WAVENET control technique has a more excellent dynamic response than PID control technique and GA-PID one.

• International Journal of Computer Science & Network Security
• /
• 제22권6호
• /
• pp.63-66
• /
• 2022

The article discusses the application of the IoT concept in the sensitive field of medical devices on the example of a developed prototype of a mechanotherapeutic simulator. Mechanotherapy is a complex of therapeutic, preventive, and restorative exercises conducted using simulators, specially designed for developing movements in individual joints. Mechanotherapy is used for the early and painless restoration of joint mobility, to prevent complications associated with prolonged immobilization of the injured area of extremities. Using the mechanotherapy simulator allows developing the joint painlessly, which accelerates the metabolism in the injured area, and soft tissues are restored to normal. The article provides information about the electronic components that ensure the wireless operation of the device and describes in detail the applied software as well as the client application for a mobile device.

• 반도체디스플레이기술학회지
• /
• 제22권3호
• /
• pp.112-118
• /
• 2023

As technology advances, the need for enhanced preparedness against cyber-attacks becomes an increasingly critical problem. Therefore, it is imperative to consider various circumstances and to prepare for cyber-attack strategic technology. This paper proposes a method to solve network security problems by applying reinforcement learning to cyber-security. In general, traditional static cyber-security methods have difficulty effectively responding to modern dynamic attack patterns. To address this, we implement cyber-attack scenarios such as 'Tiny Alpha' and 'Small Alpha' and evaluate the performance of various reinforcement learning methods using Network Attack Simulator, which is a cyber-attack simulation environment based on the gymnasium (formerly Open AI gym) interface. In addition, we experimented with different RL algorithms such as value-based methods (Q-Learning, Deep-Q-Network, and Double Deep-Q-Network) and policy-based methods (Actor-Critic). As a result, we observed that value-based methods with discrete action spaces consistently outperformed policy-based methods with continuous action spaces, demonstrating a performance difference ranging from a minimum of 20.9% to a maximum of 53.2%. This result shows that the scheme not only suggests opportunities for enhancing cybersecurity strategies, but also indicates potential applications in cyber-security education and system validation across a large number of domains such as military, government, and corporate sectors.

• 해양환경안전학회:학술대회논문집
• /
• 해양환경안전학회 1999년도 춘계학술발표회논문집
• /
• pp.7-17
• /
• 1999

가상 현실 기술을 적용한 선박 시뮬레이터 시스템의 설계 기법에 관하여 기술한다. 일반적으로 선박은, 선장, 항해사, 도선사, 조타수 등의 다중 작업자에 의해 조종된다. 이 연구에서는 이러한 선박의 특수 환경을 고려하여 가상 현실 선박 시뮬레이터에 적합한 다중 크라이언트-서버 네트워크와 하드웨어 구성을 제안하였다.

• 조명전기설비학회논문지
• /
• 제22권2호
• /
• pp.142-147
• /
• 2008

제한적인 환경에서 동작하는 무선 센서네트워크 환경에서 가장 중요한 목표 중 하나는 자원의 효율적인 사용을 통한 네트워크의 수명 연장이다. 본 논문에서는 이를 위해 동적인 클러스터헤드 선택 방법과 최단거리 전송기법을 사용하여 효과적인 다중-홉 라우팅 알고리즘을 제안한다. 대표적인 클러스터링 알고리즘인 LEACH 알고리즘과의 비교를 위해 Network Simulator 2을 통해 시뮬레이션 해본 결과, 무선 센서노드의 수명이 최대 37.71[%] 증가하였음을 확인하였다.

• 한국시뮬레이션학회논문지
• /
• 제12권1호
• /
• pp.1-10
• /
• 2003

Recently, various network protocols have been developed to keep step with the rapid growth of Internet users. For the education of students in the computer networks classes, there have been many attempts to allow students experiment routers setting, operations and management of networks by themselves, in addition to the classroom lectures based on textbooks. One of the attempts is to install expensive real router experiment sets in laboratories for students, and one another is using router and network simulators for virtual experiments. This paper presents the design and implementation of NetSim, a scalable, component-based simulator environment for the network experimentation. NetSim expands the existing component-based JavaSim simulation tool for the education purpose, and it allows the design and experiment of various networks and protocols. For the evaluation of NetSim, it is shown that the network design and RIP-based router setting process is possible in NetSim.

• 전력전자학회:학술대회논문집
• /
• 전력전자학회 2007년도 하계학술대회 논문집
• /
• pp.394-396
• /
• 2007

In this paper proposed to neural network PI self-tuning direct controller using Error back propagation algorithm. Proposed controller applies to speed controller and current controller. Also, this built up the interface environment to drive it simply and exactly in any kind of reference, environment fluent and parameter transaction of PMSM. Neural network PI self-tuning simulator using Visual C++ and Matlab Simulation is organized to construct this environment, Built up interface has it's own purpose that even the user who don't have the accurate knowledge of Neural network can embody operation characteristic rapidly and easily.

• 전자통신동향분석
• /
• 제39권2호
• /
• pp.77-92
• /
• 2024

The 3GPP (3rd Generation Partnership Project) mobile communication standard has emerged as a leading standard in the market over the past 20 years, driving continuous development in protocol stacks and libraries that support the standard within simulation software for communication network research. We summarize and analyze seven communication network simulators that support the 3GPP standard specifications related to core network technologies. Through comparisons, we aim to offer valuable insights for researchers and engineers engaged into research and development related to mobile communication networks based on 3GPP standards. Our findings can provide assistance for making informed decisions on simulator selection.