• Title/Summary/Keyword: 6DOF

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A Deep Convolutional Neural Network Based 6-DOF Relocalization with Sensor Fusion System (센서 융합 시스템을 이용한 심층 컨벌루션 신경망 기반 6자유도 위치 재인식)

  • Jo, HyungGi;Cho, Hae Min;Lee, Seongwon;Kim, Euntai
    • The Journal of Korea Robotics Society
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    • v.14 no.2
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    • pp.87-93
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    • 2019
  • This paper presents a 6-DOF relocalization using a 3D laser scanner and a monocular camera. A relocalization problem in robotics is to estimate pose of sensor when a robot revisits the area. A deep convolutional neural network (CNN) is designed to regress 6-DOF sensor pose and trained using both RGB image and 3D point cloud information in end-to-end manner. We generate the new input that consists of RGB and range information. After training step, the relocalization system results in the pose of the sensor corresponding to each input when a new input is received. However, most of cases, mobile robot navigation system has successive sensor measurements. In order to improve the localization performance, the output of CNN is used for measurements of the particle filter that smooth the trajectory. We evaluate our relocalization method on real world datasets using a mobile robot platform.

Reclamation of Effluent Textile Wastewater Using Micro/nano Bubbles-Dissolved Ozone Flotation Process (초미세기포-용존오존부상(DOF)공정을 이용한 염색폐수 처리수의 재이용)

  • Jung, Byung-Gil;Lee, Ki-Hyung;Jung, Jin-Hee;Jang, Seong-Ho;Cho, Do-Hyun;Sung, Nak-Chang
    • Journal of Environmental Science International
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    • v.20 no.3
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    • pp.291-299
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    • 2011
  • The main objectives of this research are to investigate characteristics of ozone solubility due to low solubility of conventional bubbles-ozone generators, evaluate the treatment characteristics of reclaiming textile wastewater for industrial water by means of micro/nano bubbles-dissolved ozone flotation(MNB-DOF) process. The textile wastewater used in this research was obtained from final effluent of the textile wastewater in B city. There is a 400L reactor which consists of a micro-nano bubble system and a ozone generator for experiments. As a result of generating micro-nano bubbles (below $0.5{\mu}m$) by using of MNB-DOF process, it improved ozone solubility due to higher ozone transfer rates. Consequently, the shorter ozonation time clearly indicates the lower power costs. The reported results clearly indicated that MNB-DOF process can be effectively and inexpensively. Results of the experiments through MNB-DOF process in this study satisfy all reclaiming standards as industrial water: pH 6.5~8.5, SS 10 mg/L or below, $BOD_5$) 6 mg/L or below, turbidity 10 NTU or below, Coliforms 1,000/100 mL or below. Therefore there is a possibility of the reclaiming of the textile wastewater as industrial water.

Robust Controller Design for Hydraulic Dipod Platform Based on 2-DOF H Controller Synthesis Framework (2자유도 H 제어기 종합 프레임웍에 기반한 유압식 Dipod 플랫폼의 강인제어기 설계)

  • Lee, Young-Hoon;Cho, Taik-Dong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.37 no.6
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    • pp.805-814
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    • 2013
  • A hydraulic dipod platform is used for tracking and stabilizing an antenna system to designate a satellite on a moving vehicle. The 2-DOF controller is very well suited to this controller design object because it is more flexible than the 1-DOF controller when the design object is not only the consideration between stabilizing and tracking but also the trade-off between performance and robustness. The 2-DOF controller synthesis based on the $H_{\infty}$ framework is divided into two design procedures. In this hydraulic dipod platform example, the single-step method shows better performance whereas the two-step method shows better robustness. The difference between these two synthesis results is compared using the structural property of the interconnection system matrix.

Locomotion Control of Biped Robots with Serially-Linked Parallel Legs (이중 병렬형 다리 구조를 가진 2족보행로봇의 보행제어)

  • Yoon, Jung-Han;Park, Jong-Hyeon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.34 no.6
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    • pp.683-693
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    • 2010
  • In this paper, we propose a new parallel mechanism for the legs of biped robots and the control of the robot's locomotion. A leg consists of two 3-DOF parallel platforms linked serially: one is an orientation platform for a thigh and the other is the 3-DOF asymmetric parallel platform for the shank. The desired locomotion trajectory is generated on the basis of the Gravity-Compensated Inverted Pendulum Mode (GCIPM) in the sagittal direction and the Linear Inverted Pendulum Mode (LIPM) in the lateral direction, respectively. In order to simulate the ground reaction force, a 6-DOF elastic pad model is used underneath each of the soles. The performance and effectiveness of the proposed parallel mechanism and locomotion control are shown by the results of computer simulations of a 12-DOF parallel biped robot using $SimMechanics^{(R)}$.

Force Control of 6-DOF Pneumatic Joystick

  • Tanaka, Yoshito;Hitaka, Yasunobu;Yun, So-Nam;Kim, Ji-U;Jeong, Eun-A;Park, Jung-Ho;Ham, Young-Bog
    • Journal of Power System Engineering
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    • v.19 no.1
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    • pp.31-37
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    • 2015
  • In this paper, it is presented the development of a new type force feedback system. It is based on a 6-DOF Stewart parallel mechanism which has six pneumatic actuated cylinders. The thrust force of each cylinder is controlled by PWM control for the solenoid valve and it is actualized by PIC controller. When the pneumatic actuator is controlled, it must be considered the influence on the compressibility of air. For this problem, we guarantee the control characteristics by the effect of the accumulator. It is confirmed that the thrust force of the cylinder can be applied to the pneumatic parallel mechanism, and is presented the experimental result of force control for vertical direction.

Design of a Robust Position Tracking Controller with Sliding Mode for a 6-DOF Micropositioning Stage (6자유도 정밀 스테이지의 추종제어를 위한 슬라이딩 모드 제어기 설계)

  • Moon, Jun-Hee;Lee, Bong-Gu
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.20 no.2
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    • pp.121-128
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    • 2011
  • As high precision industries such as semiconductor, TFT-LCD manufacturing and MEMS continue to grow, the demand for higher DOF precision stages has been increasing. In general, the stages should accommodate a prescribed range of payloads in order to position various precision manufacturing/inspection instruments. Therefore a nonlinear controller using sliding motion is developed, which bears mass perturbation and makes the upper plate of the stage move in 6 DOF. For the application of the nonlinear control, an observer is also developed based on expected noise covariance. To eliminate the steady state error of step response, integral terms are inserted into the state-space model. The linear term of the controller is designed using optimization scheme in which parameters can be weighted according to their physical significance, whereas the nonlinear term of the controller is designed using trial and error method. A comprehensive simulation study proves that the designed controller is robust against mass perturbation and completely eliminates steady state errors.

Dynamic Interaction Analysis of Train and Bridge According to Modeling Methods of Maglev Trains (자기부상열차의 모델링방법에 따른 열차-교량의 동적상호작용 해석)

  • Jung, Myung-Rag;Min, Dong-Ju;Lee, Jun-Seok;Kwon, Soon-Duck;Kim, Moon-Young
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.24 no.2
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    • pp.167-175
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    • 2011
  • The purpose of this study is to examine the impact that change in speed and modeling methods has on maglevs' runnability. The study constructed equations of motion on 4-DOF, 6DOF, and 10-DOF vehicles respectively and carried out numerical analysis, applying 4th Runge Kutta method, in order to run six different model maglev as changing the vehicles speed on the same bridge that had 2000 to 1 deflection. The analysis revealed that maglev's runnability improved as speed was lower and the specific model had higher number of bogey and EMS.

A Controller Design and Performance Evaluation for 6 DOF Mobile Robot using IMU (IMU를 이용한 6자유도 모바일 로봇의 구동을 위한 제어기 설계 및 성능평가)

  • Kang, Jin-gu;hwang, zai-moon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2014.07a
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    • pp.249-252
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    • 2014
  • 본 논문에서는 IMU를 이용한 6자유도 모바일 로봇을 설계하고 성능을 평가해 보았다. IMU를 이용하여 로봇의 Roll과 Pitch 각을 측정하여 모바일 로봇의 이동경로 경사각을 측정하여 지면이 수평 일 때 모바일 로봇의 6바퀴 모두 항상 지면과 닿아 있는 상태를 유지한다. 또한 오르막과 내리막일 경우 로봇의 동역학에 의한 최소한의 에너지를 유지하여 이동이 가능하도록 하기위한 로봇의 제어기를 설계하고 그 성능을 평가해 보았다.

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Tracking and Stabilization of a NV System for Marine Surveillance (해상감시용 NV 시스템의 추종 및 안정화)

  • Hwang, Seung-Wook;Kim, Jung-Keun;Song, Se-Woon;Jin, Gang-Gyoo
    • Journal of Navigation and Port Research
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    • v.35 no.3
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    • pp.227-233
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    • 2011
  • This paper presents the tracking and stabilization problem of a night vision system for marine surveillance. Both a hardware system and software modules are developed to control azimuth and elevation axes independently with compensation for ship motion. A two degree of freedom(2DOF) PID controller is designed and its parameters are tuned using a real-coded genetic algorithm(RCGA). Simulation demonstrates the effectiveness of the proposed method.

Development and Performance Evaluation of Fine Stage for 3-DOF Error Compensation of a Linear Axis (직선 이송축의 3자유도 오차 보정을 위한 미세 구동 스테이지 개발 및 성능 평가)

  • Lee, Jae Chang;Lee, Min Jae;Yang, Seung Han
    • Journal of the Korean Society for Precision Engineering
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    • v.34 no.1
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    • pp.53-58
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    • 2017
  • A fine stage is developed for the 3-DOF error compensation of a linear axis in order to improve the positioning accuracy. This stage is designed as a planar parallel mechanism, and the joints are based on a flexure hinge to achieve ultra-precise positioning. Also, the effect of Abbe's offsets between the measuring and driving coordinate systems is minimized to ensure an exact error compensation. The mode shapes of the designed stage are analyzed to verify the desired 3-DOF motions, and the workspace and displacement of a piezoelectric actuator (PZT) for compensation are analyzed using forward and inverse kinematics. The 3-DOF error of a linear axis is measured and compensated by using the developed fine stage. A marked improvement is observed compared to the results obtained without error compensation. The peak-to-valley (PV) values of the positional and rotational errors are reduced by 92.6% and 91.3%, respectively.