• 제목/요약/키워드: Mobile robot control

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조명 변화에 강인한 실시간 얼굴 추적 알고리즘 (Real-Time Face Tracking Algorithm Robust to illumination Variations)

  • 이용범;유범재;이성환;김광배
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 D
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    • pp.3037-3040
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    • 2000
  • Real-Time object tracking has emerged as an important component in several application areas including machine vision. surveillance. Human-Computer Interaction. image-based control. and so on. And there has been developed various algorithms for a long time. But in many cases. they have showed limited results under uncontrolled situation such as illumination changes or cluttered background. In this paper. we present a novel. computationally efficient algorithm for tracking human face robustly under illumination changes and cluttered backgrounds. Previous algorithms usually defines color model as a 2D membership function in a color space without consideration for illumination changes. Our new algorithm developed here. however. constructs a 3D color model by analysing plenty of images acquired under various illumination conditions. The algorithm described is applied to a mobile head-eye robot and experimented under various uncontrolled environments. It can track an human face more than 100 frames per second excluding image acquisition time.

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4WS Unmanned Vehicle Lateral Control Using PUS and Gyro Coupled by Kalman Filtering

  • Lee, Kil-Soo;Park, Hyung-Gyu;Lee, Man-Hyung
    • 한국항해항만학회지
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    • 제35권2호
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    • pp.121-130
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    • 2011
  • The localization of vehicle is an important part of an unmanned vehicle control problem. Pseudolite ultrasonic system(PUS) is the method to find an absolute position with a high accuracy by using ultrasonic sensor. And Gyro is the inertial sensor to measure yaw angle of vehicle. PUS can be able to estimate the position of mobile robot precisely, in which errors are not accumulated. And Gyro is a more faster measure method than PUS. In this paper, we suggest a more accuracy method of calculating PUS which is numerical analysis approach named Newtonian method. And also propose the fusion method to increase the accuracy of estimated angle on moving vehicle by using PUS and Gyro integrated system by Kalman filtering. To control the 4WS unmanned vehicle, the trajectory following algorithm is suggested. And the new concept arbitration of goal controller is suggested. This method considers the desirability function of vehicle state. Finally, the performances of Newtonian method and designed controller were verified from the experimental results with the 4WS vehicle scaled 1/10.

초음파와 RF를 이용한 자세결정 (Attitude Determination Technique using Ultrasound and RF Signal)

  • 김승범;강동연;윤희학;이건우;이상정;박찬식
    • 제어로봇시스템학회논문지
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    • 제13권10호
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    • pp.1025-1031
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    • 2007
  • GPS is widely used for positioning applications and attitude of a vehicle can be found also with multiple antennas. However, extremely weak signal level prevents GPS from indoor operation. DR with accelerometers and gyros and landmark based localization method used for indoor applications increase complexity and cost. In this paper, a simple but very efficient ultrasound based attitude determination system which determines both position and attitude in WSN is given. The range between transmitter and receivers are measured using the arrival time difference between ultrasound and RF signal. The 3 dimensional positions can be found using more than 3 range measurements. Furthermore, if more than 2 transmitters are used, the attitude can be determined using the baseline vectors obtained by differencing transmitter and receiver positions. The prototype system is implemented to evaluate the performance of the proposed method. In addition, an error analysis shows the relation between the attitude error and basel me length, quality of measurement and orientation of a vehicle. The static and dynamic experiments performed by micro mobile robot shows accurate position with less than 1.5cm error and attitude with less than 1 degree error can be obtained continuously with 20cm baseline. It is expected that these results can be adapted without modification to indoor applications such as home cleaning robot and autonomous wheelchair maneuvering.

MAS(Multi-Agent System) 제어를 위한 실외 이동로봇에 관한 연구 (Research about the outdoor Mobile Robot for the Multi-agent system Control)

  • 이검수;오성남;윤동우;김갑일
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 심포지엄 논문집 정보 및 제어부문
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    • pp.246-247
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    • 2008
  • 본 논문에서는 군집간 제어를 위한 이동용 로봇제작과 로봇의 좌표인식, 방향을 찾기 위하여 GPS(Global Positioning System)수신 모듈과 Bluetooth송 수신기를 사용하였다. 실험에 쓰인 모든 이동용 로봇에 GPS수신기와 Bluetooth 송 수신기를 장착하고, GPS 수신기로부터 받은 blaster-이동로봇의 위치좌표를 Bluetooth통신 영역 내에 있는 모든 이동로봇에게 보내면 각 Slave-이동로봇은 Master이동로봇으로부터 받은 위치 좌표를 이용하여 blaster-이동로봇을 중심으로 상대적인 위치, 거리 유지, 진행방향을 계산한다. Master-이동로봇과 Slave-이동로봇 간의 실시간 통신과 일정거리를 유지함으로써 군집간 제어를 할 수 있다.

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회전 초음파 센서와 지도를 이용한 이동 로보트의 동적 절대 위치 추정 (dynamic localization of a mobile robot using a rotating sonar and a map)

  • 양해용;정학영;이장규
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.544-547
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    • 1997
  • In this paper, we propose a dynamic localization method using a rotating sonar and a map. The proposed method is implemented by using extended Kalman filter. The state equation is based on the encoder propagation model and the encoder error model, and the measurement equation is a map-based measurement equation using a rotating sonar sensor. By utilizing sonar beam characteristics, map-based measurements are updated while AMR is moving continuously. By modeling and estimating systematic errors of a differential encoder, the position is successfully estimated even the interval of the map-based measurement. Monte-Carlo simulation shows that the proposed global position estimator has the performance of a few millimeter order in position error and of a few tenth degrees in heading error and of compensating systematic errors of the differential encoder well.

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Wireless EMG-based Human-Computer Interface for Persons with Disability

  • Lee, Myoung-Joon;Moon, In-Hyuk;Kim, Sin-Ki;Mun, Mu-Seong
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1485-1488
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    • 2003
  • This paper proposes a wireless EMG-based human-computer interface (HCI) for persons with disabilities. For the HCI, four interaction commands are defined by combining three elevation motions of shoulders such as left, right and both elevations. The motions are recognized by comparing EMG signals on the Levator scapulae muscles with double thresholds. A real-time EMG processing hardware is implemented for acquiring EMG signals and recognizing the motions. To achieve real-time processing, filters such as high- and low-pass filter and band-pass and -rejection filter, and a full rectifier and a mean absolute value circuit are embedded on a board with a high speed microprocessor. The recognized results are transferred to a wireless client system such as a mobile robot via a Bluetooth module. From experimental results using the implemented real-time EMG processing hardware, the proposed wireless EMG-based HCI is feasible for the disabled.

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다각형 기반의 Q-Learning과 Cascade SVM을 이용한 군집로봇의 목표물 추적 알고리즘 (Object Tracking Algorithm of Swarm Robot System for using Polygon Based Q-Learning and Cascade SVM)

  • 서상욱;양현창;심귀보
    • 대한임베디드공학회논문지
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    • 제3권2호
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    • pp.119-125
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    • 2008
  • This paper presents the polygon-based Q-leaning and Cascade Support Vector Machine algorithm for object search with multiple robots. We organized an experimental environment with ten mobile robots, twenty five obstacles, and an object, and then we sent the robots to a hallway, where some obstacles were lying about, to search for a hidden object. In experiment, we used four different control methods: a random search, a fusion model with Distance-based action making (DBAM) and Area-based action making (ABAM) process to determine the next action of the robots, and hexagon-based Q-learning and dodecagon-based Q-learning and Cascade SVM to enhance the fusion model with DBAM and ABAM process.

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비폭파식 지뢰제거 시스템의 작업 깊이 제어 (Clearance Depth Control of Non-explosive Demining System)

  • 정해관;최현도;김상도;곽윤근
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2004년도 추계학술대회
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    • pp.749-754
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    • 2004
  • Up to now, non-explosive demining system adaptable to a mobile robot has been developed. This system has much smaller platform and consists of non-explosive mechanism. Brief experiment indoors showed thai developed demining system can remove landmines well. But, out of doors, some problems are detected i.e. Inclination of overall system causes a suspension of rake rotation. In this research, a study on performance improvement of developed non-explosive demining system is mainly discussed. To compensate the inclination of the system, mechanical sensor composed of shaft and spring is used. This sensor gives a signal to a leadscrew motor and controls a rotating direction. From an experiment, it is confirmed that the mechanical sensor as stated is a good solution of the inclination of the system.

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홈 서버 기반의 이동 로봇의 원격 제어에 관한 연구 (Study on remote control of mobile robot by home server computer)

  • 김용덕;이석희;이태희;조상
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2002년도 봄 학술발표논문집 Vol.29 No.1 (A)
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    • pp.562-564
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    • 2002
  • 인터넷 정보 가전(IA: Internet Appliances)은 매우 복합적이고 다양한 제품과 기술로 구성되어 있지만, 간단하게 정의하자면 유무선 정보통신망에 연결되어 데이터 송수신이 가능한 디지털 TV, 인터넷 냉장고, DVD, 디지털 비디오 등과 같은 차세대 네트워크 가전제품을 말한다[l]. 이러한 인터넷 정보 가전에 있어서 Home PNA, PLC, IEEE1394, 무선 랜, Home RF, Bluetooth 등 다양한 기술과 규격이 홈 네트워크로 제시되어 있지만 이를 도입하기엔 부담이 큰 가전기기들이 대부분인 것이 현실이다. 따라서 본 연구에서는 홈 서버의 직렬 포트에 무선 모뎀을 장착해서 이동 로봇을 원격 제어하는 시스템을 설계 구현함으로써 하드웨어 및 소프트웨어적인 비용이 저렴한 인터넷 정보 가전용 이동 로봇 시스템의 구현 가능성을 제시한다.

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영상신호와 병렬계산에 의한 로봇의 2차원 움직임 제어 (Two-dimensional motion control of a mobile robot with visual signal and parallel computing)

  • 이재철
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 학술대회 논문집 정보 및 제어부문
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    • pp.345-346
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    • 2008
  • 본 논문은 원자력 발전소내의 기기들 중 원자로 내부 기기의 초음파 비파괴 검사를 위한 로봇의 위치 제어를 위한 방법을 설명하였다. 기존에는 레일과 같은 보조 시설물을 설치하여 검사를 하는 것이 일반적이었다. 본 논문에서는 이러한 보조 시설물 없이 카메라 영상에 의한 위치제어에 관하여 기술하였다. 여러 가지 방법 중에 정합 필터를 이용하여 로봇의 현재위치를 추정하는 방법을 사용하였다. 본 논문에서 제안된 방법을 실험한 결과 로롯의 제어를 위한 샘플링 타임은 100msec 정도로 일반석인 로봇의 제어 주기로 사용하기에는 다소 길었다. 이를 해결하기 위하여 정합필터를 병렬 계산을 이용하여 계산하도록 하고 이를 병렬언어로 널리 사용되고 있는 MPI(Message Passing Interface) 언어로 구현하였다. 다수의 컴퓨터와 이더넷을 이용할 수 있으며 최근 일반화되고 있는 멀티코어 CPU도 응용이 가능하였다.

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