• 제목/요약/키워드: Human-in-The-Loop Simulation

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H.264 동영상 표준 부호화 방식의 블록화 현상 제거를 위한 적응적 후처리 기법 (A Spatially Adaptive Post-processing Filter to Remove Blocking Artifacts of H.264 Video Coding Standard)

  • 최권열;홍민철
    • 한국통신학회논문지
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    • 제33권8C호
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    • pp.583-590
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    • 2008
  • 본 논문에서는 H.264 동영상 표준 부호화 방식의 블록화 현상 제거 및 화질 개선을 위한 적응적 후처리 기법에 대해 제안한다. H.264의 루프 필터는 부호화기 내부에 위치함에 따라 부호화 복잡도를 증가시키곤 블록화 현상을 완벽히 제거하지 못하며, 영상을 과도하게 열화 시킨다. 따라서 본 논문에서는 부호화기의 복잡도를 낮추는 동시에 고화질의 영상을 복원하기 위해 Constraint Least Squares(CLS) 기법과 투영 기법을 결합하였다. 또한 인간의 시각 시스템을 반영하기 위해 가중치 norm CLS 기법을 사용하였으며, 이를 위해 블록 경계와 블록 내부에 위치한 화소들의 위치에 따라 각기 다른 국부 분산과 라플라시안 연산자를 새롭게 정의하였다. 국부 화소들은 높은 상관관계를 갖는다는 특성을 이용하여 투영 기법을 위한 투영 집합을 정의하였다. 끝으로 0.264의 양자화 인덱스(QP)를 완화도 조절을 위해 공통적으로 사용하였다. 실험 결과를 통해 제안된 후처리 기법이 H.264의 루프 필터보다 블록화 현상을 효과적으로 제거하는 동시에 CLS 기법보다 빠르게 수렴함을 확인할 수 있었다.

신경 회로망을 이용한 로보트의 동력학적 시각 서보 제어 (Dynamic Visual Servo Control of Robot Manipulators Using Neural Networks)

  • 박재석;오세영
    • 전자공학회논문지B
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    • 제29B권10호
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    • pp.37-45
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    • 1992
  • For a precise manipulator control in the presence of environmental uncertainties, it has long been recognized that the robot should be controlled in a task-referenced space. In this respect, an effective visual servo control system for robot manipulators based on neural networks is proposed. In the proposed control system, a Backpropagation neural network is used first to learn the mapping relationship between the robot's joint space and the video image space. However, in the real control loop, this network is not used in itself, but its first and second derivatives are used to generate servo commands for the robot. Second, and Adaline neural network is used to identify the approximately linear dynamics of the robot and also to generate the proper joint torque commands. Computer simulation has been performed demonstrating the proposed method's superior performance. Futrhermore, the proposed scheme can be effectively utilized in a robot skill acquisition system where the robot can be taught by watching a human behavioral task.

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전구간 주행 및 충돌회피 제어 알고리즘 설계 (Design of a Full-range Adaptive Cruise Control Algorithm with Collision Avoidance)

  • 문승욱;이경수
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회A
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    • pp.849-854
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    • 2007
  • This paper describes design and tuning of a full-range Adaptive Cruise Control (ACC) with collision avoidance. The control scheme is designed to control the vehicle so that it would feel natural to the human driver and passengers during normal safe driving situations and to avoid rear-end collision in vehicle following situations. In this study, driving situations are determined using a non-dimensional warning index and time-to-collision (TTC). A confusion matrix method based on natural driving data sets was used to tune control parameters in the proposed ACC System. An ECU-Brake Hardware-in-the-loop Simulation (HiLS) was developed and used for an evaluation of ACC System. The ECU-Brake HiLS results for alternative driving situation are compared to manual driving data measured on actual traffic way. The ACC/CA control logic implemented in an ECU was tested using the ECU-Brake HiLS in a real vehicle environment.

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자기베어링 시스템의 퍼지 전문가 PID 제어 (Fuzzy Expert PID Control of Magnetic Bearing System)

  • 경진호;김유일;김종선;이해
    • 연구논문집
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    • 통권23호
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    • pp.73-80
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    • 1993
  • This study presents an intelligent PID control method based on the fuzzy logic and this method is applied to the active magnetic bearing system. By using an appropriate fuzzy matrix, some changes of values of the three coefficients of the controller are determined during system operation and these lead to the improvement of the transient and steady state behavior of the closed loop system. The presented method is actually a combination of the principles of PID control and fuzzy logic. Since the fuzzy logic using linguistic variables in place of numeric variables has many points of likeness to the human logic, the improvement in performance is notable especially in case of large nonlinearity and uncertainty such as the controller start and the excessive mass unbalance. A set of simulation and experimental results illustrate and considerable improvement in the control performance including small overshoot and small transient currents in magnet coils, while maintaining the overal static and dynamic characteristics near the equilibrium position.

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Impact of Irrigation Extension on Malaria Transmission in Simret, Tigray, Ethiopia

  • Chung, Bonhee
    • Parasites, Hosts and Diseases
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    • 제54권4호
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    • pp.399-405
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    • 2016
  • Poor subsistence farmers who live in a semi-arid area of northern Ethiopia build irrigation systems to overcome water shortages. However, there is a high risk of malaria transmission when increased standing water provides more favorable habitats for mosquito breeding. This is a serious problem because there are many barriers to malaria control measures and health care systems in the area. Using a causal loop diagram and computer simulations, the author attempted to visually illustrate positive and negative feedbacks between mosquito and human populations in the context of Simret, which is a small village located in northern Ethiopia and is generally considered a malaria-free area. The simulation results show that the number of infectious mosquitos increases to 17,215 at its peak, accounting for 3.5% of potentially dangerous mosquitos. At the same time, the number of sick people increases to 574 at its peak, accounting for 15% of local population. The malaria outbreak is controlled largely because of a fixed number of vulnerable people or local population that acts as an intermediate host.

손실성 물질 근접 시 안테나 성능변화 (Antenna Performance Variation near a Lossy Material)

  • 이재원;위상혁;김영수;양훈기;육종관
    • 한국전자파학회:학술대회논문집
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    • 한국전자파학회 2005년도 종합학술발표회 논문집 Vol.15 No.1
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    • pp.353-356
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    • 2005
  • There have been many researches on the antenna performance degradation with the presence of the human body around the antenna structure to accomodate personal communication service [1][2]. To better understand the human body effects on the antenna resonance, radiation pattern, and input impedance, simulation was carried out with changing of the distance between antenna and lossy material. Effects on the antenna performance by the surrounding materials are also important in the case of the RFID system. It is desirable that the tag antennas for RFID system must reveal isotropic radiation pattern as well as attain the good impedance matching. In this paper, we investigated the antenna resonance and input impedance characteristic when there exist a lossy material sphere near various types of antenna at 900 MHz. In short antenna resonance was mostly affected by lossy material in the case of a rectangular loop antenna, and impedance variation was smallest in the case of a halfwave dipole.

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저가형 GPS/IMU를 이용한 UAV 비행 제어 시스템 개발 (Development of a UAV Flight Control System Using a Low Cost GPS/IMU)

  • 구원모;천세범;원대희;강태삼;이영재;성상경
    • 제어로봇시스템학회논문지
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    • 제14권5호
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    • pp.502-510
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    • 2008
  • UAVs(Unmanned Aerial Vehicles) have many applications in military and commercial areas. The flight control system of UAVs is more important than manned aircraft's because the mission of UAVs must be operated without a human pilot. But very heavy and expensive navigation system makes it difficult to develop UAV flight control system. In this research, GPS/IMU integrated navigation filter was developed for light weight/low cost flight control system of small UAVs. With this navigation filter, full flight control system which has real time operating capability has been developed. The performance of the flight control system is basically checked by HILSIM (Hardware In the Loop SIMulation). Finally, the flight control system is verified by showing performance test result under real flight environment.

인체 호흡 모사를 위한 기계적 장치 연구 (The Study of Mechanical Simulation for Human Respiratory System)

  • 지석환;이문규;이태수;최윤순;오승권
    • 대한의용생체공학회:의공학회지
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    • 제29권4호
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    • pp.323-328
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    • 2008
  • A patient with respiratory disorders such as a sleep apnea is increasing as the obese patient increase on the modern society. Positive Airway Pressure (PAP) devices are used in curing patient with respiratory disorders and turn out to be efficacious for patients of 75%. However, these devices are required for evaluating their performance to improve their performance by the mechanical breathing simulator. Recently, the mechanical breathing simulator was studied by the real time feedback control. However, the mechanical breathing simulator by an open loop control was specially required in order to analyze the effect of flow rate and pressure after operating the breathing auxiliary devices. Therefore the aims of this study were to make the mechanical breathing simulator by a piston motion and a valve function from the characteristic test of valve and motor, and to duplicate the flow rate and pressure profiles of some breathing patterns: normal and three disorder patterns. The mechanical simulator is composed cylinder, valve, ball screw and the motor. Also, the characteristic test of the motor and the valve were accomplished in order to define the relationship between the characteristics of simulator and the breathing profiles. Then, the flow rate and pressure profile of human breathing patterns were duplicated by the control of motor and valve. The result showed that the simulator reasonably duplicated the characteristics of human patterns: normal, obstructive sleep apnea (OSA), mild hypopnea with snore and mouth expiration patterns. However, we need to improve this simulator in detail and to validate this method for other patterns.

시스템 다이내믹스 기법을 활용한 고위험 조직 사고 사례 분석 (Cases Study of Accidents in High Risk Organizations by System Dynamics)

  • 오영민;류진
    • 한국시스템다이내믹스연구
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    • 제16권3호
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    • pp.5-29
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    • 2015
  • The importance of the concept of safety culture has increased in the security of high-risk facility after Chernobyl accident in 1986. This paper elaborated the concept of safety culture and its main factors by Causal Loop Diagram. Due to the decline of safety culture, the occurrence of incidents and accidents require more and more corrective actions to the members of high-risk facilities and thereby increasing their workloads. Employees who must complete the task within the given time have to have time pressures and don't comply with the rules and procedures. Also, a schedule pressure is a big stress for employees, causing mistakes in precision work. In order to improve these problems, CLD of the safety culture in this paper suggests hiring more workers, re-allocation of given workloads and strengthen the learning, communication capabilities and safety leadership. In addition, the two real accident cases were analyzed to test the feasibility of the System Dynamic simulation model through the process of structuring the fault trees on the stationary black out accident in Kori unit 1 in South Korea and Kleen Energy power station explosion in US. The simulation results show that the various safety factors cause the serious accident combined with mechanical failure and safety culture will reduce the possibility of the accidents in these high-risk organizations. This simulation model can contribute to analyzing the impact of the organizational and human factors of safety culture and can provide the alternatives in high-risk facilities.

Optimal Scheduling of Drug Treatment for HIV Infection: Continuous Dose Control and Receding Horizon Control

  • Hyungbo Shim;Han, Seung-Ju;Chung, Chung-Choo;Nam, Sang-Won;Seo, Jin-Heon
    • International Journal of Control, Automation, and Systems
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    • 제1권3호
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    • pp.282-288
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    • 2003
  • It is known that HIV (Human Immunodeficiency Virus) infection, which causes AIDS after some latent period, is a dynamic process that can be modeled mathematically. Effects of available anti-viral drugs, which prevent HIV from infecting healthy cells, can also be included in the model. In this paper we illustrate control theory can be applied to a model of HIV infection. In particular, the drug dose is regarded as control input and the goal is to excite an immune response so that the symptom of infected patient should not be developed into AIDS. Finite horizon optimal control is employed to obtain the optimal schedule of drug dose since the model is highly nonlinear and we want maximum performance for enhancing the immune response. From the simulation studies, we found that gradual reduction of drug dose is important for the optimality. We also demonstrate the obtained open-loop optimal control is vulnerable to parameter variation of the model and measurement noise. To overcome this difficulty, we finally present nonlinear receding horizon control to incorporate feedback in the drug treatment.