• Title/Summary/Keyword: Human Walking Estimation

Search Result 22, Processing Time 0.018 seconds

Control of Humanoid Robots Using Time-Delay-Estimation and Fuzzy Logic Systems

  • Ahn, Doo Sung
    • Journal of Drive and Control
    • /
    • v.17 no.1
    • /
    • pp.44-50
    • /
    • 2020
  • For the requirement of accurate tracking control and the safety of physical human-robot interaction, torque control is basically desirable for humanoid robots. Because of the complexity of humanoid robot dynamics, the TDC (time-delay control) is practical because it does not require a dynamic model. However, there occurs a considerable error due to discontinuous non-linearities. To solve this problem, the TDC-FLC (fuzzy logic compensator) is applied to humanoid robots. The applied controller contains three factors: a TDE (time-delay estimation) factor, a desired error dynamic factor, and FLC to suppress the TDE error. The TDC-FLC is easy to execute because it does not require complicated humanoid dynamic calculations and the heuristic fuzzy control rules are intuitive. TDC-FLC is implemented on the whole body of a humanoid, not on biped legs even though it is performed by a virtual humanoid robot. The simulation results show the validity of the TDC-FLC for humanoid robots.

Tracking Path Generation of Mobile Robot for Interrupting Human Behavior (행동차단을 위한 이동로봇의 추적경로 생성)

  • Jin, Taeseok
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.23 no.5
    • /
    • pp.460-465
    • /
    • 2013
  • In this paper, we describe a security robot system to control human's behavior in the security area. In order to achieve these goals, we present a method for representing, tracking and human blocking by laserscanner systems in security area, with application to pedestrian tracking in a crowd. When it detects walking human who is for the security area, robot calculates his velocity vector, plans own path to forestall and interrupts him who want to head restricted area and starts to move along the estimated trajectory. While moving the robot continues these processes for adapting change of situation. After arriving at an opposite position human's walking direction, the robot advises him not to be headed more and change his course. The experimental results of estimating and tracking of the human in the wrong direction with the mobile robot are presented.

Simple and Efficient Methods for the Response Estimation of Building Structure Subjected to Human Induced Loads (무리하중을 받는 구조물의 간편하고 효율적인 응답추정)

  • Kim, Tae-Ho;Lee, Dong-Guen;Min, Kyung-Won
    • Journal of the Earthquake Engineering Society of Korea
    • /
    • v.9 no.4 s.44
    • /
    • pp.19-28
    • /
    • 2005
  • Long span structures with low natural frequencies such as shopping malls, large offices, and assembly rooms may experience signification dynamic responses due to human activities. In many cases, the group activities are common thing in comparison with the single activity. The purpose of this study is to evaluate the responses of building structure subjected to group human loads using mode shapes. For this purpose, equations to estimate the magnitudes ol responses ol structure subjected to group walking loads are derived. And the correlation of loads is verified for identifying the relation of each human load composing of group human loads using two load cells. The method is proposed for evaluating the responses of structure subjected to group loads using mode shapes and correlation function related to each human loads. The effectiveness ol the proposed method is verified analytically using a simple beam and floor and experimentally on a footbridge measuring the structural response induced by group pedestrians for the case of synchronization or not. Results indicate that the amplitudes of group walking loads can be easily estimated if the mode shapes are available, and that the corresponding structural responses can be estimated easily by the simple response measurement using the proposed method.

Tracking of Walking Human Based on Position Uncertainty of Dynamic Vision Sensor of Quadcopter UAV (UAV기반 동적영상센서의 위치불확실성을 통한 보행자 추정)

  • Lee, Junghyun;Jin, Taeseok
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.22 no.1
    • /
    • pp.24-30
    • /
    • 2016
  • The accuracy of small and low-cost CCD cameras is insufficient to provide data for precisely tracking unmanned aerial vehicles (UAVs). This study shows how a quad rotor UAV can hover on a human targeted tracking object by using data from a CCD camera rather than imprecise GPS data. To realize this, quadcopter UAVs need to recognize their position and posture in known environments as well as unknown environments. Moreover, it is necessary for their localization to occur naturally. It is desirable for UAVs to estimate their position by solving uncertainty for quadcopter UAV hovering, as this is one of the most important problems. In this paper, we describe a method for determining the altitude of a quadcopter UAV using image information of a moving object like a walking human. This method combines the observed position from GPS sensors and the estimated position from images captured by a fixed camera to localize a UAV. Using the a priori known path of a quadcopter UAV in the world coordinates and a perspective camera model, we derive the geometric constraint equations that represent the relation between image frame coordinates for a moving object and the estimated quadcopter UAV's altitude. Since the equations are based on the geometric constraint equation, measurement error may exist all the time. The proposed method utilizes the error between the observed and estimated image coordinates to localize the quadcopter UAV. The Kalman filter scheme is applied for this method. Its performance is verified by a computer simulation and experiments.

Attitude Estimation for the Biped Robot with Vision and Gyro Sensor Fusion (비전 센서와 자이로 센서의 융합을 통한 보행 로봇의 자세 추정)

  • Park, Jin-Seong;Park, Young-Jin;Park, Youn-Sik;Hong, Deok-Hwa
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.17 no.6
    • /
    • pp.546-551
    • /
    • 2011
  • Tilt sensor is required to control the attitude of the biped robot when it walks on an uneven terrain. Vision sensor, which is used for recognizing human or detecting obstacles, can be used as a tilt angle sensor by comparing current image and reference image. However, vision sensor alone has a lot of technological limitations to control biped robot such as low sampling frequency and estimation time delay. In order to verify limitations of vision sensor, experimental setup of an inverted pendulum, which represents pitch motion of the walking or running robot, is used and it is proved that only vision sensor cannot control an inverted pendulum mainly because of the time delay. In this paper, to overcome limitations of vision sensor, Kalman filter for the multi-rate sensor fusion algorithm is applied with low-quality gyro sensor. It solves limitations of the vision sensor as well as eliminates drift of gyro sensor. Through the experiment of an inverted pendulum control, it is found that the tilt estimation performance of fusion sensor is greatly improved enough to control the attitude of an inverted pendulum.

Estimation of Energy Expenditure of Walking and Running Based on Triaxial Accelerometer and Physical Information (3축 가속도계와 신체정보를 이용한 보행 및 주행시 에너지 소비량의 예측)

  • Kang, Dong-Won;Choi, Jin-Seung;Mun, Kyung-Ryoul;Tack, Gye-Rae
    • Korean Journal of Applied Biomechanics
    • /
    • v.18 no.4
    • /
    • pp.109-114
    • /
    • 2008
  • The purpose of this study was to estimate the energy expenditure simply and practically during physical activities. The physical activity is quantified by the integration of the accelerometer signals obtained from the triaxial accelerometer attached at the waist level of the human body. To find a relationship between energy expenditure and accelerometer data, 6 male and 5 female subjects walked and ran on the treadmill with speeds of 1.5, 3.0, 4.5, 6.0, 6.5, 7.0, and 8.5 km/hr. Each subject performed walking at the speed lower than 6.0 km/hr and running at the speed higher than 6.5 km/hr. Actual energy expenditure was determined by a continuous direct gas analyzer. Two predictive equations of walking and running mode for energy expenditure which includes gender, body mass index(BMI) and data from accelerometer were developed using multiple regression analysis. The correlation coefficients and coefficients of determination between the estimated and measured energy expenditure were R=0.936, R2=0.876 and R=0.881, R2=0.776 in walking and running mode, respectively. For further study, experiments on a larger scale of test subjects are essential for acquiring more reliable results.

The Distortion of Road Distance Perception by the Pattern of Object Distribution - Focused on the Distance Estimation in the Campus by Students - (인공환경 분포방식에 의한 보행거리 인지 변화에 대한 연구 - 대학 캠퍼스 내 보행로의 실제거리와 인지거리의 차이를 중심으로 -)

  • Seo, Kyung Wook
    • KIEAE Journal
    • /
    • v.14 no.4
    • /
    • pp.91-96
    • /
    • 2014
  • The behavior of walking involves our action of seeing things. It is the intention of this research that the cognitive process of perceiving things along the path can affect the way we sense the length of the journey. The theory generally accepted in this line of thought is the 'feature accumulation theory'. It assumes that if the journey includes many objects or memorable features, then our memory recalls that journey much farther than it really was. This study set up a real-life experiment by asking university students about their mental memory of the two different routes in the campus. One is a longer path that has not much to look at except trees and the other a shorter path yet with many buildings, sign boards and street furnitures. The subjects processed their mental image in the brain based on their experience. They showed a strong tendency that the path with more features were remembered longer while that with less features shorter. More interestingly, it was found that as their experience increases, they become more accurate about the exact length of the questioned paths. The result corroborates the theory that human perception of space is based on the topological understanding of surroundings rather than geometric understanding.

Study on Change of the Flatfoot's Ankle Angle in Sagittal plane before and after Wearing FFO (기능성 발보조기 착용 전후의 시상면의 편평족 발목각도 변화에 관한 연구)

  • Park, K.Y.;Park, S.H.
    • Journal of Biomedical Engineering Research
    • /
    • v.31 no.1
    • /
    • pp.67-73
    • /
    • 2010
  • The foot performs an important function in supporting the body and keeping body balance. An abnormal walking habit breaks the balance of the human body as well as the normal function of the foot. The influence of a flatfoot(pes planus) occupies a considerable portion of the various causes resulting in the wrong walking habit. But, little studies has been done by the functional foot orthotics for the flat foot. The object of this study, therefore, is to propose a new approach method to reveal the effects of the improvement of the foot function by using orthotics. The essential point of this study is to measure and analyze the change of ankle angle in the sagittal plane for flat foot subjects wearing the orthotics. Before and after wearing the functional orthotics, the gait analysis of flat foot subjects was conducted in three experimental aspects : the change of ankle angle, the change of the total Ankle ROM and the difference of left & right ankle angle in the sagittal plane. 1. The average ankle angle differences of before-and-after wearing the orthotics have declined like this; left : $2.71^{\circ}$, right: $1.91^{\circ}$ (p<0.05). 2. Total ankle ROM also showed decrease in both sides while the left side's is rather slight; left : $0.57^{\circ}$, right : $2.07^{\circ}$ (p<0.05). 3. The difference of left and right ankle angle in the sagittal plane decreased by $0.71^{\circ}$ (p<0.05). In result, it is confirmed that the functional foot orthotics have a significant effect on mechanical movement of ankle joint for flat foot. it is expected that this paper will be further studied and improved as a practical estimation method in the research on the effect of foot-orthotics.

Analyzing the Characteristics of Side Roads on Campus Using Space Syntax and ERAM Model (공간구문론과 ERAM모델을 활용한 대학 캠퍼스 내 '소로' 특성 분석)

  • Park, In-Hwan;Jeong, Bo-Kwang;Jang, Gab-Sue
    • Journal of the Korean Institute of Landscape Architecture
    • /
    • v.35 no.4
    • /
    • pp.32-39
    • /
    • 2007
  • Side roads on campus areone of the important factors affecting campus landscape and quality. So far, side roads have appeared irregularly and have been main causes for disrupting the campus landscape. The purpose of this study was to investigate side roads in three university campuses using Space Syntax and ERAM model and to find some typical characteristics of the campus in three universities: Kyungpook National University, Yeungnam University, and Keimyung University. Kyungpook National University and Yeungnam University had 68 and 64 places respectively showing a high frequency of side roads, while Keimyung University had only 13 side roads, a much lower frequency. Side roads, surveyed on site, appeared to be concentrated in some regions, and side roads were analyzed to have different frequencies and location depending on their specific function and characteristics, though roads have similar sizes and areas.

Design of Unknown Disturbance and Current Observer for Electric Motor Systems (전동기 시스템의 미지외란 및 전류 관측기 설계)

  • Lee, Myoungseok;Jung, Kyungmo;Kong, Kyoungchul
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.21 no.7
    • /
    • pp.615-620
    • /
    • 2015
  • DOB (Disturbance Observer) is an useful control method for estimating the disturbance applied to dynamic systems. Disturbance observer can be used to implement a robust control system to generate a control input for rejecting the disturbance, and it can be also used to estimate the disturbance to obtain information. The system that uses disturbance estimation is investigated for high performance control such as automatic door systems, walking robot and electric power steering system in vehicles. In this paper, a novel disturbance observer which is called disturbance and current observer for estimating load torque in the motor system is proposed. The difference between the DOB for disturbance rejection and DCOB is mathematically verified. Current and angular velocity are required for estimating the load torque of the motor in DOB. However, the DCOB can estimate load torque and current without current sensor. DCOB is designed based on modeling of the motor system. Appropriate Q-filter is selected and the applicability of DCOB is verified by simulation. The estimated disturbance and current of the electric motor can be verified without current sensor, as experiments of the actual motor system.