• 제목/요약/키워드: robot algorithm

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비전 센서와 초음파 센서를 이용한 이동 로봇의 자율 주행 알고리즘 (An Algorithm of Autonomous Navigation for Mobile Robot using Vision Sensor and Ultrasonic Sensor)

  • 이재광;박종훈;허욱열
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2003년도 학술회의 논문집 정보 및 제어부문 A
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    • pp.19-22
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    • 2003
  • This paper proposes an algorithm for navigation of an autonomous mobile robot with vision sensor. For obstacle avoidance, we used a curvature trajectory method. Using this method, translational and rotational speeds are controlled independently and the mobile robot traces a smooth curvature trajectory that consists of circle trajectories to a target point. While trying to avoid obstacles, the robot fan be goal-directed using curvature trajectory.

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물고기형 수중로봇의 유영메커니즘 및 알고리즘 개발(1) (Development of Swimming Mechanism and Algorithm for Fish-Type Underwater Robot(1))

  • 류영선
    • 로봇학회논문지
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    • 제4권1호
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    • pp.43-48
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    • 2009
  • Generally, underwater vehicle type of propeller shows low efficiency about 50%-55%. However, the efficiency of swimming mechanism of a fish is 60%-70%, more efficient about 20% than screw propellers. Recently, research of underwater vehicle type of fish increase due to its good efficiency and is regarded as a typical bio-mimical robot. In this research, a new algorithm and mechanism that show low energy consumption imitating swimming mechanism of fish proposed increasing speed and running time in field trial.

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A Study on Autonomous Driving Mobile Robot by using Intelligent Algorithm

  • Seo, Hyun-Jae;Kim, Hyo-Jae;Lim, Young-Do
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.543-547
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    • 2005
  • In this paper, we designed a intelligent autonomous driving robot by using Fuzzy algorithm. The object of designed robot is recognition of obstacle, avoidance of obstacle and safe arrival. We append a suspension system to auxiliary wheel for improvement in stability and movement. The designed robot can arrive at destination where is wanted to go by the old and the weak and the handicapped at indoor hospital and building.

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이동 로봇의 모델링 및 경로 추종 (Modeling and Path Following for Mobile Robot)

  • 임철우;김영구;강진식
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(5)
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    • pp.29-32
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    • 2002
  • In this paper the wheeled mobile robot is studied. The kinematic and dynamic modeling of the robot is presented via LPD(Linear Parameter Dependent) framework. A path-planning algorithm which is optimized in the sense of robot mobility and distance is presented. And by using PI controller we show that the presented algorithm and model is work very well in the computer simulation and experiment.

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직접구동식 스카라 로봇의 개발 및 개인용 컴퓨터를 이용한 기초 힘/운동 제어 (Development of a Direct Drive Scara Robot Manipulator and PC-Based Preliminary Force/Motion Control)

  • Kim, D.H.;Park, D.Y.;Park, H.S.
    • 한국정밀공학회지
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    • 제12권10호
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    • pp.25-31
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    • 1995
  • In this paper, a direct drive scalar robot manipulator is constructed and its mechanical machanism for operation is explained. Also, a motion controller board for the direct drive robot manipulator was developed where the IBM 486 computer is the main controller. For the developed direct drive robot, a force/motion control algorithm based on an active compliance scheme is developed. A preliminary experiment using the developed direct drive for a peg-in-hole job was done by implementing the control algorithm.

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D* 서치와 퍼지 알고리즘을 이용한 모바일 로봇의 충돌회피 주행제어 알고리즘 설계 (Development of a Navigation Control Algorithm for Mobile Robots Using D* Search and Fuzzy Algorithm)

  • 정윤하;박효운;이상진;원문철
    • 대한기계학회논문집A
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    • 제34권8호
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    • pp.971-980
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    • 2010
  • 이 논문은 모바일 로봇이 고정 장애물 또는 움직이는 장애물이 존재하는 환경에서 장애물을 회피하며 운행될 수 있는 제어 알고리즘을 연구하였다. 이 제어 알고리즘은 $D^*$ 알고리즘과, 충돌 위험도 퍼지로직, 이동로봇의 행동결정 퍼지로직을 사용하여 전역경로계획과 지역경로계획을 수행한다. $D^*$ 알고리즘에는 로봇이 이동하는 2 차원 공간을 정방형 격자 분활하여 적용한다. 이 알고리즘은 파이썬 프로그래밍 언어와 이동로봇의 운동방정식을 사용한 시뮬레이션을 통해 검증하였다. 시뮬레이션 결과를 통해 알고리즘을 적용하여 로봇이 이동하는 장애물을 피하거나 모르는 고정 장애물을 피하면서 원하는 위치로 이동하는 것을 볼 수 있다.

충돌 회피 가능도를 이용한 로봇의 이동 장애물 회피 (Moving obstacle avoidance of a robot using avoidability measure)

  • 고낙용;이범희
    • 제어로봇시스템학회논문지
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    • 제3권2호
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    • pp.169-178
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    • 1997
  • This paper presents a new solution approach to moving obstacle avoidance problem of a robot. A new concept, avoidability measure(AVM) is defined to describe the state of a pair of a robot and an obstacle regarding the collision between them. As an AVM, virtual distance function(VDF) is derived as a function of three state variables: the distance from the obstacle to the robot, outward speed of the obstacle relative to the robot, and outward speed of the robot relative to the obstacle. By keeping the virtual distance above some positive limit value, the robot avoids the obstacle. In terms of the VDF, an artificial potential is constructed to repel the robot away from the obstacle and to attract the robot toward a goal location. At every sampling time, the artificial potential field is updated and the force driving the robot is derived from the gradient of the artificial potential field. The suggested algorithm drives the robot to avoid a moving obstacle in real time. Since the algorithm considers the mobility of the obstacle and robot as well as the distance, it is effective for moving obstacle avoidance. Some simulation studies show the effectiveness of the proposed approach.

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광 마우스 센서를 이용한 이동로봇 좌표추정 (Coordinate Estimation of Mobile Robot Using Optical Mouse Sensors)

  • 박상형;이수영
    • 제어로봇시스템학회논문지
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    • 제22권9호
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    • pp.716-722
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    • 2016
  • Coordinate estimation is an essential function for autonomous navigation of a mobile robot. The optical mouse sensor is convenient and cost-effective for the coordinate estimation problem. It is possible to overcome the position estimation error caused by the slip and the model mismatch of robot's motion equation using the optical mouse sensor. One of the simple methods for the position estimation using the optical mouse sensor is integration of the velocity data from the sensor with time. However, the unavoidable noise in the sensor data may deteriorate the position estimation in case of the simple integration method. In general, a mobile robot has ready-to-use motion information from the encoder sensors of driving motors. By combining the velocity data from the optical mouse sensor and the motion information of a mobile robot, it is possible to improve the coordinate estimation performance. In this paper, a coordinate estimation algorithm for an autonomous mobile robot is presented based on the well-known Kalman filter that is useful to combine the different types of sensors. Computer simulation results show the performance of the proposed localization algorithm for several types of trajectories in comparison with the simple integration method.

점착력 계수 추정을 이용한 이동 로봇의 퍼지 재점착 제어기 설계 (Design of a Re-adhesion Controller using Fuzzy Logic with Estimated Adhesion Force Coefficient for Wheeled Robot)

  • 권선구;허욱열;김진환
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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    • pp.620-622
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    • 2004
  • Mobility of an indoor wheeled robot is affected by adhesion force that is related to various floor conditions. When the adhesion force between driving wheels and the floor decreases suddenly, the robot has a slip state. In order to overcome this slip problem, optimal slip velocity must be decided for stable movement of wheeled robot. First of all, this paper shows that conventional PI control can not be applied to a wheeled robot of the light weigh. Secondly, reposed fuzzy logic applied by the Takagi-Sugeno model for the configuration of fuzzy sets. For the design of Takaki-Sugeno model and fuzzy rule, proposed algorithm uses FCM(Fuzzy c-mean clustering method) algorithm. In additionally, this algorithm controls recovered driving torque for the restrain the re-slip. The proposed fuzzy logic controller(FLC) is pretty useful with prevention of the slip phenomena through that compare fuzzy with PI control for the controller performance in the re-adhesion control strategy. These procedures are implemented using a Pioneer 2-DXE wheeled robot parameter.

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동적환경에서 이동로봇의 지능적 운행 (Intelligent Navigation of a Mobile Robot in Dynamic Environments)

  • 허화라;박재한;박성현;박진우;이장명
    • 전자공학회논문지SC
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    • 제37권2호
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    • pp.16-28
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    • 2000
  • In this paper, we propose a navigation algorithm for a mobile robot, which is intelligently searching the goal location in unknown dynamic environments using an ultrasonic sensor. Instead of using "sensor fusion"method which generates the trajectory of a robot based upon the environment model and sensory data, "command fusion"method is used to govern the robot motions. The major factors for robot navigation are represented as a cost function. Using the data of the robot states and the environment, the weight value of each factor is determined for an optimal trajectory in dynamic environments. For the evaluation of the proposed algorithm, we peformed simulations in PC as well as real experiments with ZIRO. The results show that the proposed algorithm is apt to identify obstacles in unknown environments to guide the robot to the goal location safely.

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