• 제목/요약/키워드: Mechanical Motion Capture

검색결과 74건 처리시간 0.028초

Digital Human Model Simulation을 위한 RAMSIS 추정 운전자세의 정합성 평가 및 개선 (Evaluation of Predicted Driving Postures in RAMSIS Digital Human Model Simulation)

  • 박장운;정기효;장준호;권정웅;유희천
    • 산업공학
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    • 제23권2호
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    • pp.100-107
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    • 2010
  • For proper ergonomic evaluation using a digital human model simulation (DHMS) system such as $RAMSIS^{(R)}$, the postures of humanoids for designated tasks need to be predicted accurately. The present study (1) evaluated the accuracy of driving postures of humanoids predicted by RAMSIS, (2) proposed a method to improve its accuracy, and (3) examined the effectiveness of the proposed method. The driving postures of 12 participants in a seating buck were measured by a motion capture system and compared with their corresponding postures predicted by RAMSIS. Significant discrepancies ($8.7^{\circ}$ to $74.9^{\circ}$) between predicted and measured postures were observed for different body parts and driving tasks. Two methods (constraints addition and user-defined posture) were proposed and their effects on posture estimation accuracy were examined. Of the two proposed methods, the user-defined posture method was found preferred, reducing posture estimation errors by 11.5% to 84.9%. Both the posture prediction accuracy assessment protocol and user-defined posture method would be of use for practitioners to improve the accuracy of predicted postures of humanoids in virtual environments.

6축 관성센서를 이용한 센서가속도 추정용 칼만필터 (Kalman Filter for Estimation of Sensor Acceleration Using Six-axis Inertial Sensor)

  • 이정근
    • 대한기계학회논문집A
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    • 제39권2호
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    • pp.179-185
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    • 2015
  • 가속도계의 신호는 운동체의 가속도와 다르며, 운동체의 자세가 변화하는 경우 가속도계 단독으로 센서가속도를 계측할 수 없다. 본 논문에서는 3 축 가속도계와 3 축 자이로스코프로 구성된 6 축관성센서 신호를 바탕으로 운동체의 자세가 지속적으로 변화하는 가운데 가속도를 정확히 추정할 수 있는 칼만필터를 제안한다. 제안하는 알고리즘은 센서의 자세뿐 아니라 센서가속도가 상태벡터의 일부로 설정되어 있는 새로운 구조의 칼만필터로써, 센서 가속도를 명시적으로 정확히 구할 수 있다. 제안된 필터는 다양한 조건하에서 광학모션캡쳐시스템을 이용하여 그 정확성이 검증되었는데, 최신 Xsens MTw 센서와 동등수준의 성능이었다. 제안된 알고리즘은 6 축 관성센서를 바탕으로 운동체의 가속도 추정이 필요한 다양한 모션센서 응용분야에 적용될 수 있다.

진동하는 평판 위의 액적의 형상 진동 및 제거 조건에 대한 연구 (Shape Oscillation and Detachment of Droplet on Vibrating Flat Surface)

  • 신영섭;임희창
    • 대한기계학회논문집B
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    • 제38권4호
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    • pp.337-346
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    • 2014
  • 본 연구는 주기적 강제 진동이 가해지는 표면의 액적 모드 특성과 표면에 놓인 액적의 제거에 대한 조건을 실험적으로 이해하는 것을 목적으로 하고 있다. 액적의 거동을 명확하게 관찰하기 위해 아크릴 표면에 Teflon 코팅을 진행하여 접촉각을 높였고, 히스테리시스는 25도 이내로 진행하여 액적의 거동이 보다 쉽게 진행되도록 하였다. 본 실험은 먼지가 적은 청정실에서 실험이 진행되었다. 제작된 소수성 표면에 놓인 액적의 실제 공진 주파수를 예측하기 위해 이론 및 실험적 해석을 통해 두 접근방법의 타당성을 파악하였으며, 두 개의 초고속카메라를 액적의 상면과 측면에 설치하여 2가지 측면에서 액적의 다양한 형상 변형 특성- 모드 형상, 분리, 미소 액적의 발생, 그리고 좌우 비틀림의 특성을 관찰하였다. 이론 값 비교결과 실제 공진 주파수 값들의 차이가 약 18% 이하로 관찰되었으며, 이러한 차이는 접촉선 마찰, 비선형 벽 고착, 실험의 불확실성 등에 가장 큰 영향을 받는 것으로 판단된다. 사용된 스피커에 상대적으로 낮은 전압을 인가할 경우 액적의 접촉선은 고정된 상태에서 좌우 대칭적인 액적 형상진동이 나타났다. 반면, 높은 전압을 인가할 경우 액적의 접촉선은 비고정된 상태가 되면서 더 활발한 형상 진동이 나타났다. 가진 주파수가 모드 주파수와 일치할 경우에는 액적의 로브 크기가 주변부 주파수 일 때 보다 비교적으로 컸으며, 같은 전압을 인가 할 경우, 표면에 놓인 액적의 미소 액적 발생 및 완전한 제거는 2차 모드에서만 진행되는 것을 실험을 통해 규명하였다.

Training of Fuzzy-Neural Network for Voice-Controlled Robot Systems by a Particle Swarm Optimization

  • Watanabe, Keigo;Chatterjee, Amitava;Pulasinghe, Koliya;Jin, Sang-Ho;Izumi, Kiyotaka;Kiguchi, Kazuo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1115-1120
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    • 2003
  • The present paper shows the possible development of particle swarm optimization (PSO) based fuzzy-neural networks (FNN) which can be employed as an important building block in real life robot systems, controlled by voice-based commands. The PSO is employed to train the FNNs which can accurately output the crisp control signals for the robot systems, based on fuzzy linguistic spoken language commands, issued by an user. The FNN is also trained to capture the user spoken directive in the context of the present performance of the robot system. Hidden Markov Model (HMM) based automatic speech recognizers are developed, as part of the entire system, so that the system can identify important user directives from the running utterances. The system is successfully employed in a real life situation for motion control of a redundant manipulator.

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Torsional flexural steady state response of monosymmetric thin-walled beams under harmonic loads

  • Hjaji, Mohammed A.;Mohareb, Magdi
    • Structural Engineering and Mechanics
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    • 제52권4호
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    • pp.787-813
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    • 2014
  • Starting with Hamilton's variational principle, the governing field equations for the steady state response of thin-walled beams under harmonic forces are derived. The formulation captures shear deformation effects due to bending and warping, translational and rotary inertia effects and as well as torsional flexural coupling effects due to the cross section mono-symmetry. The equations of motion consist of four coupled differential equations in the unknown displacement field variables. A general closed form solution is then developed for the coupled system of equations. The solution is subsequently used to develop a family of shape functions which exactly satisfy the homogeneous form of the governing field equations. A super-convergent finite element is then formulated based on the exact shape functions. Key features of the element developed include its ability to (a) isolate the steady state response component of the response to make the solution amenable to fatigue design, (b) capture coupling effects arising as a result of section mono-symmetry, (c) eliminate spatial discretization arising in commonly used finite elements, (d) avoiding shear locking phenomena, and (e) eliminate the need for time discretization. The results based on the present solution are found to be in excellent agreement with those based on finite element solutions at a small fraction of the computational and modelling cost involved.

IMU-바로미터 기반의 수직변위 추정용 이단계 칼만/상보 필터 (A Two-step Kalman/Complementary Filter for Estimation of Vertical Position Using an IMU-Barometer System)

  • 이정근
    • 센서학회지
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    • 제25권3호
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    • pp.202-207
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    • 2016
  • Estimation of vertical position is critical in applications of sports science and fall detection and also controls of unmanned aerial vehicles and motor boats. Due to low accuracy of GPS(global positioning system) in the vertical direction, the integration of IMU(inertial measurement unit) with the GPS is not suitable for the vertical position estimation. This paper investigates an IMU-barometer integration for estimation of vertical position (as well as vertical velocity). In particular, a new two-step Kalman/complementary filter is proposed for accurate and efficient estimation using 6-axis IMU and barometer signals. The two-step filter is composed of (i) a Kalman filter that estimates vertical acceleration via tilt orientation of the sensor using the IMU signals and (ii) a complementary filter that estimates vertical position using the barometer signal and the vertical acceleration from the first step. The estimation performance was evaluated against a reference optical motion capture system. In the experimental results, the averaged estimation error of the proposed method was 19.7 cm while that of the raw barometer signal was 43.4 cm.

막 기반 마찰전기 나노 발전기: 총설 (Membrane Based Triboelectric Nanogenerator: A Review)

  • 라비아 카갛니;라즈쿠마 파텔
    • 멤브레인
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    • 제33권2호
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    • pp.53-60
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    • 2023
  • 기계적 에너지는 생물학 및 환경 시스템에서 트라이보 전기 나노제너레이터(TENG)로 얻을 수 있다. 웨어러블 전자제품에서 TENG는 진동 센서에 적용된 인간의 움직임에서 생체역학적 에너지를 수확할 수 있다는 점에서 많은 의미를 지닌다. 웨어러블 TENG은 습기에 취약하며, 폴리테트라플루오로에틸렌(PTFE)은 이러한 용도에 사용되는 우수한 소수성 물질이다. 높은 전기 음성 불소 원자의 존재는 매우 낮은 표면 에너지로 이어진다. 동시에 미세다공막 표면에 전자를 효율적으로 포획함으로써 소자의 성능이 증가한다. PTFE에 비해 상대적으로 적은 플루오라이드 원자의 존재로 인해 폴리비닐리덴 플루오라이드(PVDF)에서도 유사한 거동을 보인다.

상지 외골격 로봇 제어를 위한 인체 팔 동작의 기구학 및 동역학적 분석 - 파트 1: 시스템 모델 및 기구학적 제한 (Analysis on Kinematics and Dynamics of Human Arm Movement Toward Upper Limb Exoskeleton Robot Control Part 1: System Model and Kinematic Constraint)

  • 김현철;이춘영
    • 제어로봇시스템학회논문지
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    • 제18권12호
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    • pp.1106-1114
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    • 2012
  • To achieve synchronized motion between a wearable robot and a human user, the redundancy must be resolved in the same manner by both systems. According to the seven DOF (Degrees of Freedom) human arm model composed of the shoulder, elbow, and wrist joints, positioning and orientating the wrist in space is a task requiring only six DOFs. Due to this redundancy, a given task can be completed by multiple arm configurations, and thus there exists no unique mathematical solution to the inverse kinematics. This paper presents analysis on the kinematic and dynamic aspect of the human arm movement and their effect on the redundancy resolution of the human arm based on a seven DOF manipulator model. The redundancy of the arm is expressed mathematically by defining the swivel angle. The final form of swivel angle can be represented as a linear combination of two different swivel angles achieved by optimizing different cost functions based on kinematic and dynamic criteria. The kinematic criterion is to maximize the projection of the longest principal axis of the manipulability ellipsoid for the human arm on the vector connecting the wrist and the virtual target on the head region. The dynamic criterion is to minimize the mechanical work done in the joint space for each two consecutive points along the task space trajectory. As a first step, the redundancy based on the kinematic criterion will be thoroughly studied based on the motion capture data analysis. Experimental results indicate that by using the proposed redundancy resolution criterion in the kinematic level, error between the predicted and the actual swivel angle acquired from the motor control system is less than five degrees.

Comparison of Lower Extremity Kinematics and Kinetics during Downhill and Valley-shape Combined Slope Walking

  • Jeong, Jiyoung;Shin, Choongsoo S.
    • 한국운동역학회지
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    • 제26권2호
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    • pp.161-166
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    • 2016
  • Objective: The purpose of this study was to determine the knee and ankle joint kinematics and kinetics by comparing downhill walking with valley-shape combined slope walking. Method: Eighteen healthy men participated in this study. A three-dimensional motion capture system equipped with eight infrared cameras and a synchronized force plate, which was embedded in the sloped walkway, was used. Obtained kinematic and kinetic parameters were compared using paired two-tailed Student's t-tests at a significance level of 0.05. Results: The knee flexion angle after the mid-stance phase, the mean peak knee flexion angle in the early swing phase, and the ankle mean peak dorsiflexion angle were greater during downhill walking compared with valley-shape combined slope walking (p < 0.001). Both the mean peak vertical ground reaction force (GRF) in the early stance phase and late stance phase during downhill walking were smaller than those values during valley-shape combined slope walking. (p = 0.007 and p < 0.001, respectively). The mean peak anterior GRF, appearing right after toe-off during downhill walking, was also smaller than that of valley-shape combined slope walking (p = 0.002). The mean peak knee extension moment and ankle plantar flexion moment in late stance phase during downhill walking were significantly smaller than those of valley-shape combined slope walking (p = 0.002 and p = 0.015, respectively). Conclusion: These results suggest that gait strategy was modified during valley-shape combined slope walking when compared with continuous downhill walking in order to gain the propulsion for lifting the body up the incline for foot clearance.

The Effect of Foot Landing Type on Lower-extremity Kinematics, Kinetics, and Energy Absorption during Single-leg Landing

  • Jeong, Jiyoung;Shin, Choongsoo S.
    • 한국운동역학회지
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    • 제27권3호
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    • pp.189-195
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    • 2017
  • Objective: The aim of this study was to examine the effect of foot landing type (forefoot vs. rearfoot landing) on kinematics, kinetics, and energy absorption of hip, knee, and ankle joints. Method: Twenty-five healthy men performed single-leg landings with two different foot landing types: forefoot and rearfoot landing. A motion-capture system equipped with eight infrared cameras and a synchronized force plate embedded in the floor was used. Three-dimensional kinematic and kinetic parameters were compared using paired two-tailed Student's t-tests at a significance level of .05. Results: On initial contact, a greater knee flexion angle was shown during rearfoot landing (p < .001), but the lower knee flexion angle was found at peak vertical ground reaction force (GRF) (p < .001). On initial contact, ankles showed plantarflexion, inversion, and external rotation during forefoot landing, while dorsiflexion, eversion, and internal rotation were shown during rearfoot landing (p < .001, all). At peak vertical GRF, the knee extension moment and ankle plantarflexion moment were lower in rearfoot landing than in forefoot landing (p = .003 and p < .001, respectively). From initial contact to peak vertical GRF, the negative work of the hip, knee, and ankle joint was significantly reduced during rearfoot landing (p < .001, all). The contribution to the total work of the ankle joint was the greatest during forefoot landing, whereas the contribution to the total work of the hip joint was the greatest during rearfoot landing. Conclusion: These results suggest that the energy absorption strategy was changed during rearfoot landing compared with forefoot landing according to lower-extremity joint kinematics and kinetics.