• Title/Summary/Keyword: measurement Noise

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Hybrid Position/Force Control of Robot Manipulator using Fuzzy Logic Control

  • Ahn, Ihn-Seok;ahn, Kwang-Seok;Kim, Sang-Bin;Jang, Jun-Oh;Park, Sang-Bae
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.129.5-129
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    • 2001
  • When a robot manipulator performs some task like grinding or assembling, not only the position control but also the force control of the tools connected to the robot must be controlled. But at this time We were received the uncertainty problems of system information for the force control, for example disturbance, senor resolution and measurement noise. Therefore we proposed fuzzy logic control method instead of existing control theory for the robot manipulator control, for example PID control method. In this paper, We proposed hybrid position/force control of robot manipulator using fuzzy logic control method. To show the validity of the proposed fuzzy controller, We compared fuzzy controller with conventional PID controller.

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Noise Removal for Improvement of Occupancy-grid Map

  • Kim, Young-Geun;Choi, Chang-Min;Kim, Hak-Il
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.138.4-138
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    • 2001
  • The purpose of this research is to build a quality-improved occupancy grid map for path-planning of an autonomous mobile robot(AMR) based on the measurements from a single ultrasonic sensor, which are acquired when the autonomous mobile robot explores unknown indoor environment. The AMR navigates in the unknown space by following the wall and gathers the range data using the ultrasonic sensor, from which the occupancy grid map is constructed by associating the range data with occupancy certainties. In order to increase the quality of the map we modify the Bayesian probability updating rule, reject non-systematic measurement errors and correct the predictable error of the AMR itself. These procedures are implemented and tested using an AMR, and primary results are presented in this paper.

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A TRACKING FILTER WITH PSEUDO-MEASUREMENTS IN LINE-OF-SIGHT CARTESLAN COORDICATE SYSTEM

  • Sung, Tae-Kyung;Lee, Jang-Gyu
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10a
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    • pp.125-130
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    • 1991
  • This paper presents a tracking filter using pseudomeasurements in an estimated line-of-sight Cartesian coordinate system(ELCCS) whose x-axis is on the line-of-sight to an estimated target position. A target dynamics model and a measurement equation in the ELCCS are derived first and then a tracking filter in the ELCCS named moving coordinate tracking filter(MCTF) is proposed. It is shown that this MCTF is equivalent to a Kalman filter in the inertial Cartesian coordinate system which is widely used in the target tracking system. By approximating the MCTF for a pseudomeasurement noise and an error covariance matrix in the ELCCS, decoupling of three axes can be achieved. In this case, named decoupled moving coordinate tracking filter(DMCTF), computation time can be drastically reduced by utilizing its parallel structure. Finally, the stochastic properties of the MCTF and DMCTF are presented. Especially, a sufficient condition of nondestabilizing deviation for the DMCTF is proposed. The performance of the MCTF and DMCTF are compared with a conventional Kalman tracking filter.

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3-D position estimation for eye-in-hand robot vision

  • Jang, Won;Kim, Kyung-Jin;Chung, Myung-Jin;ZeungnamBien
    • 제어로봇시스템학회:학술대회논문집
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    • 1988.10b
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    • pp.832-836
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    • 1988
  • "Motion Stereo" is quite useful for visual guidance of the robot, but most range finding algorithms of motion stereo have suffered from poor accuracy due to the quantization noise and measurement error. In this paper, 3-D position estimation and refinement scheme is proposed, and its performance is discussed. The main concept of the approach is to consider the entire frame sequence at the same time rather than to consider the sequence as a pair of images. The experiments using real images have been performed under following conditions : hand-held camera, static object. The result demonstrate that the proposed nonlinear least-square estimation scheme provides reliable and fairly accurate 3-D position information for vision-based position control of robot. of robot.

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Multi-Target Tracking System Using Extended JPDA Algorithm (확장된 JPDA 알고리즘을 이용한 다중 표적 추적 시스템)

  • 김성배;방승철;김은수;김은수
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.29A no.2
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    • pp.47-54
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    • 1992
  • In this paper, a new extended JPDA (Joint Probabilistic Data Association) tracking algorithm which has more excellent performance than that of the conventional JPDA algorithm in case of the tracking of crossing targets is proposed. In the proposed extended JPDA algorithm, the velocity parameters as well as the position parameters are included to compute the association probabilities between tracks and measurement data. Then the tracking performance of crossing targets is improved and the track bias of parallel moving targets can be reduced. Accordingly, in this paper, the new extended JPDA algorithm for multitarget tracking is proposed and its good performance is shown through the computer simulation. And, tracking performance of extended JPDA algorithm is also compared with that of JPDA algorithm with our noise model.

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Design of Broad Band Amplifier Using Feedback Technique

  • Kang, Tae-Shin;Rhee, Jin-Koo
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.3 no.1
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    • pp.42-46
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    • 2003
  • In this paper, an MMIC broadband amplifier for wireless communication systems has been developed by using an active feedback method. This active feedback operates at much higher frequencies than a method by a spiral inductor feedback and its size is independent of the inductance value. The MMIC broadband amplifier was designed using a $0.5{\;}{\mutextrm{m}}$ MESFET library. The fabricated chip area was $1.4{\;}mm{\;}{\times}{\;}1.4{\;}mm. Measurement showed a gain of 18 dB with a gain flatness of ${\pm}3$ dB in a 1.5 GHz~3.5 GHz band. The maximum output power and the minimum noise figure were 14 dBm and 2.5 dB in the same band, respectively.

Integrated Design of Servomechanisms Using a Disturbance Observer (외란관측기를 이용한 서로계의 통합설계)

  • Kim Min-Seok;Chung Sung-Chong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.29 no.4 s.235
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    • pp.591-599
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    • 2005
  • This paper proposes a systematic design methodology for high-speed/high-precision servomechanisms by using a disturbance observer. A multiplicative uncertainty model and a two degree-of-freedom controller composed of a disturbance observer (DOB) and a PD controller are considered as subsystems. Analysis of the system performance, such as internal stability and bandwidth of a servomechanism according to subsystem parameters is conducted for better understanding of the dynamic behavior and interactions among the subsystem parameters. Then, an integrated design methodology, where the interactions are considered simultaneously, is applied to design processes of the servomechanism. The tradeoff relationship between disturbance suppression and measurement noise rejection of the DOB is considered through the design process. Numerical case studies show the improved possibility to evaluate and optimize the dynamic motion performance of the servomechanism. Moreover, the disturbance observer designed based on the proposed design methodology yields excellent disturbance suppression performance.

Real-Time Estimation of Stewart Platform Forward Kinematic Solution (스튜어트 플랫폼 순기구학 해의 실시간 추정기법)

  • 정규홍;이교일
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.18 no.7
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    • pp.1632-1642
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    • 1994
  • The Stewart Platform is a six-degree-of-freedom in-parallel-actuated manipiulator mechanism. The kinematic behavior of parallel mechanisms shows inverse characteristics as compared that of serial mechanisms; i.e, the inverse kinematic problem of Stewart Platform is straightforward, but no closed form solution of the forward kinematic problem has been previously presented. Thus it is difficult to calculate the 6 DOF displacement of the platform from the measured lengths of the six actuators in real time. Here, a real-time estimation algorithm which solves the Stewart Platform kinematic problem is proposed and tested through computer simulations and experiments. The proposed algorithm shows stable convergence characteristics, no estimation errors in steady state and good estimation performance with higher sampling rate. In experiments it is shown that the estimation result is the same as that of simulation even in the presence of measurement noise.

A Real-Time Measurement of Slug Flow Using Electromagnetic Flowmeter with High frequency Triangular Excitation (고주파 삼각파 여자법을 사용한 실시간 슬러그 유동 측정용 전자기유량계)

  • Ahn, Yeh-Chan;Cha, Jae-Eun;Kim, Moo-Hwan
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.26 no.11
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    • pp.1570-1577
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    • 2002
  • In order to investigate the characteristics of two-phase slug flow, an electromagnetic flowmeter with 240Hz triangular AC excitation was designed and manufactured. The signals and noise from the flowmeter were obtained, and analyzed in comparison with the observations with a high speed CCD camera. The uncertainty of the flowmeter under single-phase flow was $\pm$ 2.24% in real-time. For two-phase slug flow, electromagnetic flowmeter provided real-time simultaneous measurements of the mean film velocity around Taylor bubble and the relative location and the length of the bubble. Besides, it is an easier and cheaper method for measuring mean film velocity than others such as photochromic dye activation method or particle image velocimetry.

Complex Modal Testing of Asymmetric Rotors Using Magnetic Exciter Equipped with Hall Sensors

  • Lee, Chong-Won;Kim, Si-Kyoung
    • Journal of Mechanical Science and Technology
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    • v.15 no.7
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    • pp.866-875
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    • 2001
  • The complex modal testing methods developed for asymmetric rotors are briefly discussed and their performances are experimentally evaluated. For the experiments, a laboratory test rotor is excited by using a newly developed, cost effective magnetic exciter equipped with Hall sensors, which measure the excitation forces. It is concluded that the exciter system is characterized by a wide bandwidth and a high resolution for both the excitation and force measurement, and that the one-exciter/two-sensor technique for complex modal testing of asymmetric rotors is superior to the standard two-exciter/two-sensor technique in terms of practicality and realization.

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