• Title/Summary/Keyword: Robot-Performance

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Real-Time Correction Based on wheel Odometry to Improve Pedestrian Tracking Performance in Small Mobile Robot (소형 이동 로봇의 사람 추적 성능 개선을 위한 휠 오도메트리 기반 실시간 보정에 관한 연구)

  • Park, Jaehun;Ahn, Min Sung;Han, Jeakweon
    • The Journal of Korea Robotics Society
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    • v.17 no.2
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    • pp.124-132
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    • 2022
  • With growth in intelligence of mobile robots, interaction with humans is emerging as a very important issue for mobile robots and the pedestrian tracking technique following the designated person is adopted in many cases in a way that interacts with humans. Among the existing multi-object tracking techniques for pedestrian tracking, Simple Online and Realtime Tracking (SORT) is suitable for small mobile robots that require real-time processing while having limited computational performance. However, SORT fails to reflect changes in object detection values caused by the movement of the mobile robot, resulting in poor tracking performance. In order to solve this performance degradation, this paper proposes a more stable pedestrian tracking algorithm by correcting object tracking errors caused by robot movement in real time using wheel odometry information of a mobile robot and dynamically managing the survival period of the tracker that tracks the object. In addition, the experimental results show that the proposed methodology using data collected from actual mobile robots maintains real-time and has improved tracking accuracy with resistance to the movement of the mobile robot.

Path Tracking with Nonlinear Model Predictive Control for Differential Drive Wheeled Robot (비선형 모델 예측 제어를 이용한 차동 구동 로봇의 경로 추종)

  • Choi, Jaewan;Lee, Geonhee;Lee, Chibum
    • The Journal of Korea Robotics Society
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    • v.15 no.3
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    • pp.277-285
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    • 2020
  • A differential drive wheeled robot is a kind of mobile robot suitable for indoor navigation. Model predictive control is an optimal control technique with various advantages and can achieve excellent performance. One of the main advantages of model predictive control is that it can easily handle constraints. Therefore, it deals with realistic constraints of the mobile robot and achieves admirable performance for trajectory tracking. In addition, the intention of the robot can be properly realized by adjusting the weight of the cost function component. This control technique is applied to the local planner of the navigation component so that the mobile robot can operate in real environment. Using the Robot Operating System (ROS), which has transcendent advantages in robot development, we have ensured that the algorithm works in the simulation and real experiment.

The Control of a Bipedal Robot using ANFIS (ANFIS를 이용한 이족보행로봇 제어)

  • Hwang, Jae-Pil;Kim, Eun-Tai;Park, Mignon
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.523-525
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    • 2004
  • Over the last few years, the control of bipedal robot has been considered a promising research field in the community of robotics. But the problems we encounter make the control of a bipedal robot a hard task. The complicated link connection of the bipedal robot makes it impossible to achieve its exact model. In addition, the joint velocity is needed to accomplish good control performance. In this paper a control method using ANFIS as an system approximator is purposed. First a model biped robot of a biped robot with switching leg influence is presented. Unlike classical method, ANFIS approximation error estimator is inserted in the system for tuning the ANFIS. In the entire system, only ANFIS is used to approximate the uncertain system. ANFIS tuning rule is given combining the observation error, control error and ANFIS approximation error. But this needs velocity information which is not available. So a practical method is newly presented. Finally, computer simulation results is presented to show this control method has good position tracking performance and robustness without need for leg switching acknowledgement.

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Recursive Torque Control of Robot Manipulators (로봇 매니퓰레이터의 반복 토크 제어)

  • 신대왕;김종식;박전수
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.05a
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    • pp.570-573
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    • 2000
  • A control law for a SCARA robot manipulator is designed using recursive torque methods. This scheme uses previous torques and error dynamics to generate torque controls at the present time and adopts relatively simple numerical and control algorithms that can be easily realizable. In order to evaluate the performance and robustness of the suggested control system, the 2-link SCARA robot manipulator is practically implemented using a dSPACE interface. It is found that the recursive controller has a good tracking performance in spite of the presence of payload disturbances.

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The design and development of high performance SCARA ROBOT (고성능 SCARA ROBOT 개발)

  • 이영우;안태영;권구빈;손신국;민정동
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.1-4
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    • 1986
  • This paepr handles the illustrations about various characteristics of SCARA type ROBOT developed by Samsung Precision Ind. and includes system structure, controller, robot language and future developing plan. This robot has high-precision, high-speed and flexible movement performances. So it is very useful for small parts assembly systems.

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Robot for spot welding (스폿 용접 로보트)

  • 박근배
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.452-455
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    • 1986
  • This paper deals with the basic problem in developing the robot for spot welding. The robot for spot welding is different with other robots by the heavy handling equipment which is attached to the wrist end of the robot. Differences in the robot body and controller are discussed. Welding equipments which make large effect to the system performance are reviewed.

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A Precise Position Control of Mobile Robot with Two Wheels (2휠 구동 모바일 로봇의 정밀 위치제어)

  • Jung, Yang-Guen;Baek, Seung-Hak
    • Journal of the Korean Society of Industry Convergence
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    • v.18 no.2
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    • pp.67-74
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    • 2015
  • Two-wheeled driying mobild robots are precise controlled in terms of linear contol methods without considering the nonlinear dynamical characteristics. However, in the high maneuvering situations such as fast turn and abrupt start and stop, such neglected terms become dominant and heavy influence the overall driving performance. This study describes the nonlinear optimal control method to take advantage of the exact nonlinear dynamics of the balancing robot. Simulation results indicate that the optimal control outperforms in the respect of transient performance and required wheel torques. A design example is suggested for the state matrix that provides design flexibility in the control. It is shown that a well-planned state matrix by reflecting the physics of a balancing robot greatly conrtibutes to the driving performance and stability.

A Performance analysis of robot tele-operator using 3D Images (입체영상(立體映像)을 이용한 원격Robot 조작자의 수행도 분석)

  • Jo, Am;Jeon, Yong-Ung
    • Journal of the Ergonomics Society of Korea
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    • v.18 no.3
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    • pp.127-140
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    • 1999
  • In order to apply three-dimensional images to industries, the possibility of realizing three-dimensional images should be ensured and when operating a task using three-dimensional images, the intention of the observer and the result of operation should be precisely related. The aim of this paper is to investigate the task performance of a human operator during operating a robot manipulator using three-dimensional and two-dimensional image displays. From the result of this research, it was found that the accuracy of robot operation in the case of using three-dimensional displays is much higher than in the case of using two-dimensional displays and the adapting time to the operating task using three-dimensional displays is shorter than that using two-dimensional displays. From such results, we concluded that the application of three-dimensional displays, which can closely reflect real environment, to industries is desirable.

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SDRE Based Nonlinear Optimal Control of a Two-Wheeled Balancing Robot (SDRE 기법을 이용한 이륜 밸런싱 로봇의 비선형 최적제어)

  • Kim, Sang-Tae;Kwon, Sang-Joo
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.10
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    • pp.1037-1043
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    • 2011
  • Two-wheeled balancing mobile robots are currently controlled in terms of linear control methods without considering the nonlinear dynamical characteristics. However, in the high maneuvering situations such as fast turn and abrupt start and stop, such neglected terms become dominant and greatly influence the overall driving performance. This paper addresses the SDRE nonlinear optimal control method to take advantage of the exact nonlinear dynamics of the balancing robot. Simulation results indicate that the SDRE control outperforms LQR in the respect of transient performance and required wheel torques. A design example is suggested for the state matrix that provides design flexibility in the SDRE control. It is shown that a well-planned state matrix by reflecting the physics of a balancing robot greatly contributes to the driving performance and stability.

Dynamic Visual Servoing of Robot Manipulators (로봇 메니퓰레이터의 동력학 시각서보)

  • Baek, Seung-Min;Im, Gyeong-Su;Han, Ung-Gi;Guk, Tae-Yong
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.49 no.1
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    • pp.41-47
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    • 2000
  • A better tracking performance can be achieved, if visual sensors such as CCD cameras are used in controling a robot manipulator, than when only relative sensors such as encoders are used. However, for precise visual servoing of a robot manipulator, an expensive vision system which has fast sampling rate must be used. Moreover, even if a fast vision system is implemented for visual servoing, one cannot get a reliable performance without use of robust and stable inner joint servo-loop. In this paper, we propose a dynamic control scheme for robot manipulators with eye-in-hand camera configuration, where a dynamic learning controller is designed to improve the tracking performance of robotic system. The proposed control scheme is implemented for tasks of tracking moving objects and shown to be robust to parameter uncertainty, disturbances, low sampling rate, etc.

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