• Title/Summary/Keyword: Sensor fusion

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Operation Method For AMR(Autonomous Mobile Robot) Using Petri Net (페트리넷을 이용한 자율 이동로봇의 운용)

  • 이석주;이병주;박귀태
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.400-400
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    • 2000
  • This paper purposed that verify the validity of Petri Net method for control progressive increase of system complexity, before extend the realized single robot system to multi-robot system. An autonomous mobile robot(AMR) needs decision making, motion control, path planning, tracking a path, obstacle avoidance, and sensor fusion, to complete its task. An AMR integrates and operates these technics through a consistent command system. An error in a command hierarchy which is like duplication or omission of a control command hierarchy for each module results in serious problems. This paper minimizes the error by modeling each module and whole system using Petri Net graphical representation and applies it to the exploration task of an AMR

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Performance Evaluation of the Modified IMMPDA Filter Using 3-D Maneuvering Targets In Clutter (클러터 환경하에서 3 차원 기동표적을 사용한 수정된 IMMPDA 필터의 성능 분석)

  • 김기철;홍금식;최성린
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.211-211
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    • 2000
  • The multiple targets tracking problem has been one of main issues in the radar applications area in the last decade. Besides the standard Kalman filtering, various methods including the variable dimension filter, input estimation filter, interacting multiple model (IMM) filter, federated variable dimension filter with input estimation, probable data association (PDA) filter etc. have been proposed to address the tracking and sensor fusion issues. In this paper, two existing tracking algorithms, i.e. the IMMPDA filter and the variable dimension filter with input estimation (VDIE), are combined for the purpose of improving the tracking performance of maneuvering targets in clutter. To evaluate the tracking performance of the proposed algorithm, three typical maneuvering patterns i.e. Waver, Pop-Up, and High-Diver motions, are defined and are applied to the modified IMMPDA filter considered as well as the standard IMM filter. The smaller RMS tracking errors, in position and velocity, of the modified IMMPDA filter than the standard IMM filter are demonstrated through computer simulations.

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Research on the Indices for Demonstrating Cell Conditions

  • Kim, Ik-Hyun;Pan, Sung-Bum
    • Journal of Sensor Science and Technology
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    • v.21 no.5
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    • pp.324-328
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    • 2012
  • In the past a few decades, various kinds of cells have been examined in laboratories all over the world, and their interesting results have been expressed through various methods in journal publications. For a representative example, the increment or reduction of cell numbers during a bio-related experimental process has been demonstrated using the hazard ratio in survival analysis or in the form of a graph. In addition, the condition of cells such as their normality or abnormality would be indicated by the images of the cell nuclei or membranes treated with proper fluorescent labeling. However, the above methods seem to not be quantitative but rather qualitative assessments, which might be difficult to provide people with the eidetic understanding through parameters or numerical data. With adequate suggestions on any indices enabling the explanation for cell conditions, some analyses may be underestimated due to the lack of objectiveness caused by merely linguistic evaluation for the cell conditions, not numerally scientific interpretation. Therefore, in this study, we would suggest some indices enabling quantitative analysis on the cellular conditions.

Monitoring of the GMAW Process Using Infra-red Sensor (적외선 센서를 이용한 금속아크 용접 공정 모니터링)

  • 정영재;김일수;박창언;김수광
    • Proceedings of the KWS Conference
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    • 1996.10a
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    • pp.142-144
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    • 1996
  • This paper discusses the application of infra-red thermography in monitoring the robotic arc welding process, and it's potential for weld bead dimension and seam tracking control. Thermal images illustrating weld pool formation dynamics and heat distribution phenomena are digitized and their characteristics are measured. At each sampling point the maximum depth of penetration is recorded together with additional information regarding weld bead placement in relation to the seam location. Deficiencies such as incomplete penetration and lack of side wall fusion are readily identified and can be remained during the process. The technique can help an increase in productivity and weld quality by minimizing the amount of post process rework and inspection efforts needed otherwise.

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Design of Autonomous Stair Robot System (자율주행 형 계단 승하강용 로봇 시스템 설계)

  • 홍영호;김동환;임충혁
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.1
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    • pp.73-81
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    • 2003
  • An autonomous stair robot recognizing the stair, and climbing up and down the stair by utilizing a robot vision, photo sensors, and appropriate climbing algorithm is introduced. Four arms associated with four wheels make the robot climb up and down more safely and faster than a simple track typed robot. The robot can adjust wheel base according to the stair width, hence it can adopt to a variable width stair with different algorithms in climbing up and down. The command and image data acquired from the robot are transferred to the main computer through RF wireless modules, and the data are delivered to a remote computer via a network communication through a proper data compression, thus, the real time image monitoring is implemented effectively.

Cooperative Localization for Multiple Mobile Robots using Constraints Propagation Techniques on Intervals (제약 전파 기법을 적용한 다중 이동 로봇의 상호 협동 위치 추정)

  • Jo, Kyoung-Hwan;Jang, Choul-Soo;Lee, Ji-Hong
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.3
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    • pp.273-283
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    • 2008
  • This article describes a cooperative localization technique of multiple robots sharing position information of each robot. In case of conventional methods such as EKF, they need to linearization process. Consequently, they are not able to guarantee that their result is range containing true value. In this paper, we propose a method to merge the data of redundant sensors based on constraints propagation techniques on intervals. The proposed method has a merit guaranteeing true value. Especially, we apply the constraints propagation technique fusing wheel encoders, a gyro, and an inexpensive GPS receiver. In addition, we utilize the correlation between GPS data in common workspace to improve localization performance for multiple robots. Simulation results show that proposed method improve considerably localization performance of multiple robots.

Autonomous Navigation of KUVE (KIST Unmanned Vehicle Electric) (KUVE (KIST 무인 주행 전기 자동차)의 자율 주행)

  • Chun, Chang-Mook;Suh, Seung-Beum;Lee, Sang-Hoon;Roh, Chi-Won;Kang, Sung-Chul;Kang, Yeon-Sik
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.7
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    • pp.617-624
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    • 2010
  • This article describes the system architecture of KUVE (KIST Unmanned Vehicle Electric) and unmanned autonomous navigation of it in KIST. KUVE, which is an electric light-duty vehicle, is equipped with two laser range finders, a vision camera, a differential GPS system, an inertial measurement unit, odometers, and control computers for autonomous navigation. KUVE estimates and tracks the boundary of road such as curb and line using a laser range finder and a vision camera. It follows predetermined trajectory if there is no detectable boundary of road using the DGPS, IMU, and odometers. KUVE has over 80% of success rate of autonomous navigation in KIST.

Analysis of convergent looking stereo camera model (교차 시각 스테레오 카메라 모델 해석)

  • 이적식
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.10
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    • pp.50-62
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    • 1996
  • A parallel looking stereo camera was mainly used as an input sensor for digital image processing, image understanding and the extraction of 3 dimensional information. Theoretical analysis and performance evaluation are dealt in this paper for a convergent looking stereo camera model having a fixation point with the result of crossing optical axes. The quantization error, depth resolution and equidepth map due to digital pixels, and the misalignments effects of pan, tilt and roll angles are analyzed by using rhe relationship between the reference and image coordinate systems. Also horopter, epipolar lines, probability density functions of the depth error, and stereo fusion areas for the two camera models are discussed.

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Intelligent robot Control Using Estimating Circumstance (환경 평가를 통한 지능형 로봇 제어)

  • Moon Chan-woo;Choi Woo-Kyung;Seo Jae-Yong;Cho Hyun-Chan;Jeon Hong-Tae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2005.04a
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    • pp.241-244
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    • 2005
  • 최근 로봇의 개발 경향은 인간과 로봇이 공존하면서 서비스를 제공하는 로봇의 개발이 지속적으로 증가하는 추세이다. 인간은 자신의 성향에 맞게 능동적인 역할 수행하는 서비스 로봇을 요구한다. 하지만 일률적으로 생산된 서비스 로봇은 다양한 사람들의 개성을 모두 충족시키지 못하고 있다. 그래서 사용자의 환경, 상황을 인식하고 사용자의 성향에 맞는 행동을 지능적으로 판단하고 대처할 수 있는 로봇이 요구된다. 본 논문에서는 주변 환경을 평가하고 로봇이 스스로 행동할 수 있는 지능형 알고리즘을 제안하고자 한다. 다수 입력을 통해 제어할 수 있도록 퍼지 룰을 이용하여 추론하였다.

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A Study on the Algorithm for Estimating SOC Variation in Retired Battery Pack Using Sensor Fusion Technique based on Extended Kalman Filter (확장 칼만 필터기반 센서 융합 기법을 통한 폐배터리 팩 내부 셀 간 SOC 불균형 상태 추정을 위한 알고리즘 연구)

  • Park, Jinhyeong;Kim, Gunwoo;Choi, Won Jae;Ryu, Hee-Yeon;Kim, Jonghoon
    • Proceedings of the KIPE Conference
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    • 2019.11a
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    • pp.73-75
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    • 2019
  • 폐배터리를 조합하여 배터리 팩을 구성 시, 사용환경이 상이한 폐배터리 간의 전압/SOC의 편차가 존재하여 장기간 사용시 과충전/과방전과 같은 안전상을 문제가 발생할 가능성이 크다. 따라서 본 논문에서는 확장 칼만 필터를 기반 센서 융합 방법을 사용하여 폐배터리 팩의 셀 간 SOC 불균형을 추정하는 알고리즘을 제안한다. 검증은 셀간 전압 불균형이 있는 노화된 배터리 팩에 임의의 전류 프로파일을 인가하여 제안된 알고리즘을 검증한다.

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