• Title/Summary/Keyword: Robust Robot Control

Search Result 456, Processing Time 0.031 seconds

Robust Control of Flexible Joint Robot Using ISMC and IDA-PBC (ISMC와 IDA-PBC를 이용한 유연관절로봇의 강인제어)

  • Asignacion, Abner Jr.;Park, Seung-kyu;Lee, Min-wook
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.21 no.6
    • /
    • pp.1203-1211
    • /
    • 2017
  • This paper proposes a robust controller for flexible joint robots to achieve tracking performance and to improve robustness against both matched and mismatched disturbances. The proposed controller consists of a disturbance observer(DOB), passivity-based controller, and integral sliding mode controller(ISMC) in a backstepping manner. The DOB compensates the mismatched disturbance in the link-side and formulates the reference input for the motor-side controller. Interconnection and damping assignment passivity-based controller (IDA-PBC) performs tracking control of motor-side, and it is integrated to nominal control of ISMC to guarantee the over-all stability of the nominal system, while, matched disturbances are decoupled by the discontinuous control of ISMC. In the design of the link-side controller, PD type impedance controller is designed with DOB and this leads the continuous control input which is suitable to the reference input for the motor-side.

Robust Linear Tracking Controller Design for Manipulators Using Only Position Measurements (각도 측정치만을 이용한 로봇을 위한 강인한 제어기 설계)

  • Choi, Han-Ho;Yi, Hyung-Kyi;Chung, Myung-Jin
    • Proceedings of the KIEE Conference
    • /
    • 1992.07a
    • /
    • pp.347-350
    • /
    • 1992
  • In this note, we propose a method for designing a robot controller which can suppress the effects of both the model uncertainty and noisy velocity measurements. The controller is an output feedback compensator of which the constant gains are given in terms of a Riccati equation and a Lyapunov equation. The controller guarantees not only uniform boundedness but uniform ultimate boundedness. The stability result is local but the region can be arbitrarily enlarged at the expense of large control gain. The control law needs neither the exact knowledge of the physical robot parameters nor clean velocity measurements.

  • PDF

A study on the robot controller design using a reduced-order observer (축소차수 관측기를 이용한 로보트 제어기 설계에 관한 연구)

  • 김도식;김진걸
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1991.10a
    • /
    • pp.1-6
    • /
    • 1991
  • This paper is concerned with the design of a robust tracking controller using a state observer on a robotic manipulator under the disturbance. The controller is designed to follow a step or ramp reference input without steady state error in the presence of a disturbance and a system parameter variation. In most cases, since all the state vectors are not measured, unmeasurable state vectors must be estimated or reconstructed. A reduced order observer is proposed to estimate unmeasurable state vectors of the non-linear system. Some problems are caused by the Coulomb friction, the disturbance, and the spring effect of a link between the drive motor and the manipulator arm. The state variables, directly measured and estimated by the reduced order observer, are fed back to the controller. When the robot system exhibits the 'limit cycle, the feedback gains initially obtained by optimal control theory are changed. As a result, the limit cycle is eliminated by the new controller gains,

  • PDF

The Real Time Robust Control of a Force Reflecting Master-arm Integrated with a Robot (Force Reflection 기능을 갖는 Master Arm의 실시간 견실에 관한 연구)

  • Chang, Jun-Hwa;Kim, Hwi-Dong;Chun, Wan-Su;Lee, Jin;Han, Seong-Hyeon
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 2001.04a
    • /
    • pp.234-238
    • /
    • 2001
  • A lot of researches have been done in teleoperation field. For accurate and reliable teleoperation, force reflection is required so that the master can feel the same force, which is measured at reflection have been applied to most of the master device. Therefore the master can not control the force exerted by the slave robot to the environment. But some tasks such as an insertion with very small tolerance, skewing bolt and so forth, require the force command from the master.

  • PDF

Controller Design using PreFilter Type Chaotic Neural Networks Compensator (Prefilter 형태의 카오틱 신경망 속도보상기를 이용한 제어기 설계)

  • Choi, Un-Ha;Kim, Sang-Hee
    • Proceedings of the KIEE Conference
    • /
    • 1998.11b
    • /
    • pp.651-653
    • /
    • 1998
  • This thesis propose the prefilter type control strategies using modified chaotic neural networks #or the trajectory control of robotic manipulator. Since the structure of chaotic neural networks and neurons, chaotic neural networks can show the robust characteristics for controlling highly nonlinear dynamics like robotic manipulators. For its application, the trajectory controller of the three-axis PUMA robot is designed by CNN. The CNN controller acts as the compensator of the PD controller. Simulation results show that learning error decrease drastically via on- line learning and the performance is excellent. The CNN controller have much better controllability and shorter calculation time compared to the RNN controller. Another advantage of the proposed controller could be attached to conventional robot controller without hardware changes.

  • PDF

Design of Adaptive Fuzzy IMM Algorithm for Tracking the Maneuvering Target with Time-varying Measurement Noise

  • Kim, Hyun-Sik;Kim, In-Ho
    • International Journal of Control, Automation, and Systems
    • /
    • v.5 no.3
    • /
    • pp.307-316
    • /
    • 2007
  • In real system application, the interacting multiple model (IMM) based algorithm operates with the following problems: it requires less computing resources as well as a good performance with respect to the various target maneuvering, it requires a robust performance with respect to the time-varying measurement noise, and further, it requires an easy design procedure in terms of its structures and parameters. To solve these problems, an adaptive fuzzy interacting multiple model (AFIMM) algorithm, which is based on the basis sub-models defined by considering the maneuvering property and the time-varying mode transition probabilities designed by using the mode probabilities as the inputs of the fuzzy decision maker whose widths are adjusted, is proposed. To verify the performance of the proposed algorithm, a radar target tracking is performed. Simulation results show that the proposed AFIMM algorithm solves all problems in the real system application of the IMM based algorithm.

Robust 3D visual tracking for moving object using pan/tilt stereo cameras (Pan/Tilt스테레오 카메라를 이용한 이동 물체의 강건한 시각추적)

  • Cho, Che-Seung;Chung, Byeong-Mook;Choi, In-Su;Nho, Sang-Hyun;Lim, Yoon-Kyu
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.22 no.9 s.174
    • /
    • pp.77-84
    • /
    • 2005
  • In most vision applications, we are frequently confronted with determining the position of object continuously. Generally, intertwined processes ire needed for target tracking, composed with tracking and control process. Each of these processes can be studied independently. In case of actual implementation we must consider the interaction between them to achieve robust performance. In this paper, the robust real time visual tracking in complex background is considered. A common approach to increase robustness of a tracking system is to use known geometric models (CAD model etc.) or to attach the marker. In case an object has arbitrary shape or it is difficult to attach the marker to object, we present a method to track the target easily as we set up the color and shape for a part of object previously. Robust detection can be achieved by integrating voting-based visual cues. Kalman filter is used to estimate the motion of moving object in 3D space, and this algorithm is tested in a pan/tilt robot system. Experimental results show that fusion of cues and motion estimation in a tracking system has a robust performance.

WalkON Suit: A Wearable Robot for Complete paraplegics (WalkON Suit: 하지 완전마비 장애인을 위한 웨어러블 로봇)

  • Choi, Jungsu;Na, Byeonghun;Jung, Pyeong-Gook;Rha, Dong-wook;Kong, Kyoungchul
    • The Journal of Korea Robotics Society
    • /
    • v.12 no.2
    • /
    • pp.116-123
    • /
    • 2017
  • Wearable robots are receiving great attention from the public, as well as researchers, because its motivation is to improve the quality of lives of people. Above all, complete paraplegic patients due to spinal cord injury (SCI) might be the most adequate target users of the wearable robots, because they definitely need physical assistance due to the complete loss of muscular strength and sensory functions. Furthermore, the medical care of complete paraplegics by using the wearable robots have significantly reduced the mortality rate and improved the life expectancy. The requirements of the wearable robot for complete paraplegics are actuation torque, locomotion speed, wearing sensation, robust gait stability, safety, and practicality (i.e., size, volume, weight, and energy efficiency). A WalkON Suit is the wearable robot that has satisfied the requirements of the wearable robot for complete paraplegics and participated in the powered exoskeleton race of Cybathlon 2016. In this paper, configuration of the WalkON Suit, human-machine interface, gait pattern, control algorithm, and evaluation results are introduced.

Development of Robust Single Ultrasonic Module for Distance Measurement of Mobile Robot (이동로봇의 거리측정을 위한 고성능 일체형 초음파 모듈 개발)

  • Choi, Jong-Hoon;Shim, Hyeon-Min;Ryu, Je-Goon;Lee, Eung-Hyuk
    • Proceedings of the KIEE Conference
    • /
    • 2005.10b
    • /
    • pp.418-420
    • /
    • 2005
  • This paper proposed ultrasonic distance measurement module development for correct distance detection with collision escaping or obstacle of mobile robot is traveling self-regulation. Representative ultrasonic module applied in existing was Polaroid company's 6500 series and Devantech company's SRF04/SRF08 series. This ultrasonic sensors are corrupted by systematic errors due mainly to the dependency of sound speed upon surrounding conditions and random errors of uncertain origin. Therefore Ultrasonic distance detecting means of error compensation method and high definition, narrow beam angle, board area distance detecting means to apply to ultrasonic mobile robot control urgently need. In this paper use internal type temperature compensation method to improve problem of ultrasonic distance measurement method instead of that volume that have shortcoming of used correct temperature compensation methods applied big addition device. Compensate error by environment change of temperature. Humidity density etc. and is applicable to mobile robot offering various interface and real-time processing developed possible distance measurement module.

  • PDF

Sliding Mode Controller Design for Biped Robot (이족보행로봇을 위한 슬라이딩 제어기 설계)

  • Park, In-Gyu;Kim, Jin-Geol;Kim, Ki-Sik
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.18 no.5
    • /
    • pp.137-146
    • /
    • 2001
  • A robust controller with the sliding mode is proposed for stable dynamic walking of the biped robot in this paper. For the robot system to be controlled, which is modeled as 14 DOF rigid bodies by the method of multi-body dynamics, the joint angle trajectories are determined by the velocity transformation matrix. Also Hertz force model and Hysteresis damping element are utilized for the ground reaction and impact forces during the contact with the ground. The biped robot system becomes unstable since those forces contain highly confused noise components and some discontinuity, and modeling uncertainties such as parameter inaccuracies. The sliding mode control is applied to solve above problems. Under the assumption of the bounded estimation errors on the unknown parameters, the proposed controller provides a successful way to achieve the stability and good performance in spite of the presence of modeling imprecisions of uncertainties.

  • PDF