• 제목/요약/키워드: Intelligent Control Method

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퍼지 논리를 사용한 교통망 제어기의 개발 (Development of A Traffic Network Controller using Fuzzy Logic)

  • 김종완;한병준
    • 한국정보처리학회논문지
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    • 제5권11호
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    • pp.2908-2914
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    • 1998
  • 본 논문은 교통량이 변하는 복수 교차로망의 신호등 제어에 적합한 지능형 신호 제어기를 제안한다. 교차로망이란 하나의 교차로가 사방으로 연결된 교차로이다. 기존의 교차로 제어방법들은 주로 단일 교차로를 대상으로 연구가 수행되었다. 하지만 단일 교차로 제어는 현실의 교통 상황과는 차이가 있다. 본 논문에서는 교통량과, 녹색 신호시 교차로로 진입하는 차량수와 적색 신호동안 대기하는 차량수를 퍼지 제어의 입력변수로 사용하여, 현재 녹색 현시의 확장시간을 조정하는 퍼지 교통망 제어기를 개발한다. 제안된 방법은 기존의 교차로 신호 주기 제어 방법들과 시뮬레이션을 수행하여 비교하였다. 실험결과는 제안된 퍼지 논리 제어기가 기존의 방법들에 비하여 차량당 지체시간과 논문에서 제안된 비용함수 면에서 우수함을 보여준다.

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An Interactive Aerobic Training System Using Vision and Multimedia Technologies

  • Chalidabhongse, Thanarat H.;Noichaiboon, Alongkot
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1191-1194
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    • 2004
  • We describe the development of an interactive aerobic training system using vision-based motion capture and multimedia technology. Unlike the traditional one-way aerobic training on TV, the proposed system allows the virtual trainer to observe and interact with the user in real-time. The system is composed of a web camera connected to a PC watching the user moves. First, the animated character on the screen makes a move, and then instructs the user to follow its movement. The system applies a robust statistical background subtraction method to extract a silhouette of the moving user from the captured video. Subsequently, principal body parts of the extracted silhouette are located using model-based approach. The motion of these body parts is then analyzed and compared with the motion of the animated character. The system provides audio feedback to the user according to the result of the motion comparison. All the animation and video processing run in real-time on a PC-based system with consumer-type camera. This proposed system is a good example of applying vision algorithms and multimedia technology for intelligent interactive home entertainment systems.

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비음수 텐서 분해를 이용한 차량 인식 (Vehicle Recognition using Non-negative Tensor Factorization)

  • 반재민;강현철
    • 전자공학회논문지
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    • 제52권5호
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    • pp.136-146
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    • 2015
  • 차량 인식을 기반으로 하는 능동 제어는 지능형 자동차의 구현에 필요한 핵심 기술이며. 차폐 영역(occlusion)이 빈번하게 발생하는 도심에서 차량을 인식하기 위하여 차량의 부분적인 모습만으로도 차량을 인식할 수 있는 부분 기반 차량 표현이 필요하다. 본 논문에서는 지역적인 특징을 기저벡터로 사용하는 비음수 텐서 분해(non-negative tensor factorization, NTF)를 이용하여 차량을 표현하고, NTF 분해 계수를 특징으로 차량 인식률을 검증하였다. 실험 결과, 제안하는 방법이 기존의 비음수 행렬 분해를 사용한 경우에 비하여 보다 직관적인 부분 표현이 가능하며, 도심 영상에서도 보다 강건하게 차량을 인식함을 보여주었다.

다중센서의 사용에 의한 계측의 불확실성 감소기법 (A Technique to Reduce Measurement Uncertainty Using Multisensors)

  • 도용태
    • 센서학회지
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    • 제4권4호
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    • pp.47-54
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    • 1995
  • 센서의 계측에는 필연적으로 불화실성이 내포되어 있으며 이는 센서궤환장치의 신뢰성을 저하시키는 요인이 된다. 본 논문에서는 다중센서를 사용하여 신뢰성 높은 계측을 행하기 위한 기법을 연구하였다. 동적인 환경에서 작동하는 미지의 특성을 가진 센서들을 가정하였으며, 센서출력은 군집화와 추정된 신뢰도를 이용하여 융합하였다. 제안된 기법은 논리적으로 정의된 센서를 사용한 실험에서 기존의 확률적 기법들이 적용되기 어려운 상황에서도 피계측치에 대한 적응적 추정을 행할 수 있었다. 센서 로보트의 지능작업과 같이 구조화되어 있지 않은 환경에서 동작하는 자동화 장치를 위해 제안된 기법은 유용하게 사용될 수 있을 것이다.

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충격 흡수기의 설계 파라미터 불확실성이 현가 장치 성능에 미치는 영향 (The Effects of Design Parameter Uncertainty of the Shock Absorber on the Performance of Suspension System)

  • 이춘태
    • 한국전자통신학회논문지
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    • 제15권5호
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    • pp.949-958
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    • 2020
  • 차량을 구성하는 엔진, 미션, 현가, 제동, 조향장치 등 다양한 장치 중에서 현가 장치는 타이어와 차체 사이에 설치되어 노면에 의한 차량의 진동을 억제하여 승차감을 향상시키고 차륜과 노면 사이에 적절한 접지력을 유지시켜 차량의 조정안정성을 향상시키는 등 차량역학적인 측면에서 많은 영향을 미치는 장치 중의 하나이다. 본 연구에서는 차량용 현가 장치의 충격 흡수기를 실제 특성과 유사한 상세 모델로 모델링하고, 충격 흡수기의 주요 설계변수의 불확실성을 통계적으로 고려하여 설계변수의 불확실성이 현가 장치의 동적 특성에 미치는 영향에 대하여 연구하였다.

공작물 적재를 위한 자동정렬 및 적재장치의 설계 및 제작 (Design and Fabrication of an Automatic Alignment and Loading System for Workpieces)

  • 이재경;최명철;김갑순
    • 한국기계가공학회지
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    • 제17권3호
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    • pp.134-140
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    • 2018
  • This paper describes the design and fabrication of an automatic alignment and loading system for workpieces. To move a workpiece to a chucking position of a machine tool using a gantry robot, an automatic aligning device is required to load the workpiece before machining and automatically align them. The automatic alignment system was conceptually designed, and the structural analysis was performed for the main parts such as the top plate, center support, front and back support, and support shaft. Based on the structural analysis results, the size of these structures was determined. The automatic alignment system was manufactured, and the vertical movement characteristics of the workpiece up-and-down movement device and the rotation characteristics of the workpiece rotation device were experimentally examined. The result has confirmed that they operate normally.

저항 스캐닝 방식의 유연 촉각센서 신호 특성분석 (Analysis of Signal Characteristics of Resistance Scanning-type Flexible Tactile Sensor)

  • 신유영;김슬기;이주경;이석;이경창
    • 한국기계가공학회지
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    • 제14권5호
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    • pp.28-35
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    • 2015
  • This paper introduces a resistance scanning-type flexible tactile sensor for intelligent robots and presents the output characteristics of the sensor via signal processing. The sensor was produced via the lamination method using multi-walled carbon nanotubes (a conductive material), an insulator, and Tango-plus (an elastic material). Analog and digital signal processing boards were produced to analyze the output signal of the sensor. The analog signal processing board was made up of an integrator and an amplifier for signal stability, and the digital signal processing board was made up of an IIR filter for noise removal. Finally, the sensor output for the contact force was confirmed through experiments.

3D 프린팅 방법으로 제작된 유연 촉각센서의 출력 특성 분석 (Output Characteristic of a Flexible Tactile Sensor Manufactured by 3D Printing Technique)

  • 진승호;이주경;이석;이경창
    • 한국정밀공학회지
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    • 제31권2호
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    • pp.149-156
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    • 2014
  • Flexible tactile sensors can provide valuable feedback to intelligent robots about the environment. This is especially important when the robots, e.g., service robots, are sharing the workspace with human. This paper presents a flexible tactile sensor that was manufactured by direct writing technique, which is one of 3D printing method with multi-walled carbon nano-tubes. The signal processing system consists of two parts: analog circuits to amplify and filter the sensor output and digital signal processing algorithms to reduce undesired noise. Finally, experimental setup is implemented and evaluated to identify the characteristics of the flexible tactile sensor system. This paper showed that this type of sensors can detect the initiation and termination of contacts with appropriate signal processing.

Stereo Vision System Using Relative Stereo Disparity with Subpixel Resolution

  • Kim, Chi-Yen;Ahn, Cheol-Ki;Lee, Min-Cheol
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.407-407
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    • 2000
  • For acquisition of 3-Dimensional information in real space, stereo vision system is suitable. In the stereo system, 3D real world position is derived from translation of coordinates between cameras and world. Thus, to use stereo vision, it is needed to construct a precise system which provides kinematically precise translation between camera and world coordinate, in spite of intricacy and hardness. So much cost and time should be spent to build the system. In this paper, facilely to solve previous problem, a method which can easily obtain 3D informations using reference objects and RSD(Relative Stereo Disparity) is proposed. Instead of direct computation of position with translation of coordinates, only relative stereo disparity in stereo pair of image is used to find the reference depth of objects, and real 3D position is computed with initial condition of reference objects. In computation, subpixel resolution is involved to find the display for accuracy. To find the RSD, corresponding points are calculated in subpixel resolution. So the result in experiemnt will be shown that subpixel resolution is more accurate than 1 pixel resolution.

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Analytic Hierarchical Procedure and Economic Analysis of Pneumatic Pavement Crack Preparation Devices

  • Park, JeeWoong;Cho, Yong K.;Wang, Chao
    • Journal of Construction Engineering and Project Management
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    • 제5권2호
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    • pp.44-52
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    • 2015
  • Various approaches have been used in crack preparations and each of the approaches has advantages and disadvantages. Although the routing method has been widely used and seems to be the best approach among the approaches, it is not a complete solution for crack preparation. This paper compares and evaluates a pneumatic crack cleaning device (CCD) developed by Robotics and Intelligent Construction Automation group at Georgia Tech, over existing devices. Surveys were conducted to discover factors that affect the performance of crack/joint preparation work. Then, data for such information were collected via field tests for devices such as router, heat lancer, air blower and CCD. Performed field test results and follow-up interviews demonstrated that the utilization of CCD has potential to offer improvements in productivity, safety, and maintenance cost. An analytic hierarchical procedure (AHP) and economic analyses were conducted. The AHP analysis considered three factors including safety, quality and productivity while the economic analyses examined the alternatives in various ways. The results indicated that the CCD was ranked first and second for the AHP analysis and economic analysis, respectively. In conclusion, the field tests and results revealed that the utilization of CCD achieved satisfactorily in performance, quality, safety and control, and showed that it has high potential in crack cleaning practice.