• 제목/요약/키워드: Target Position Estimation

검색결과 136건 처리시간 0.025초

Mobile geolocation techniques for indoor environment monitoring

  • Ouni, Ridha;Zaidi, Monji;Alsabaan, Maazen;Abdul, Wadood;Alasaad, Amr
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권3호
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    • pp.1337-1362
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    • 2020
  • Advances in localization-based technologies and the increase in ubiquitous computing have led to a growing interest in location-based applications and services. High accuracy of the position of a wireless device is still a crucial requirement to be satisfied. Firstly, the rapid development of wireless communication technologies has affected the location accuracy of radio monitoring systems employed locally and globally. Secondly, the location is determined using standard complex computing methods and needs a relatively long execution time. In this paper, two geolocalization techniques, based on trigonometric and CORDIC computing processes, are proposed and implemented for Bluetooth-based indoor monitoring applications. Theoretical analysis and simulation results are investigated in terms of accuracy, scalability, and responsiveness. They show that the proposed techniques can locate a target wireless device accurately and are well suited for timing estimation.

마찰 보상을 갖는 컨테이너 크레인의 흔들림 억제 추종 제어 (Anti-Sway Tracking Control of Container Cranes with Friction Compensation)

  • 백운보;신진호
    • 한국생산제조학회지
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    • 제21권6호
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    • pp.878-884
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    • 2012
  • In this paper, we consider the sway suppression control problem for container cranes with the frictions between the trolley and the rail. If the friction effects in the system can be modelled, there is an improved potential to design controllers that can cancel the effects. The proposed control improves the trolley positioning and sway suppressing against various frictions. The proposed synthesis combines a variable structure control and the adaptive control to cope with various frictions including the unknown constants. First, the variable structure control with the simple switching action is designed, which is based on a class of feedback lineariztion methods for the fast stabilization of the under-actuated sway dynamics of container. Second, the adaptive control with a parameter estimation is designed, which is based on Lyapunov stability methods for suppressing the oscillation of the trolley travelling, especially due to Coulomb friction in the vicinity of the target position. The asymptotic stability of the overall closed-loop system is assured irrespective of variations of rope length. Simulation are shown under initial sway, external wind disturbances, and various frictions.

스미스 예측기와 그레이 예측 방법을 적용한 시간 지연이 있는 비 가시 환경에서의 원격로봇제어 (Teleoperation by using Smith prediction and Grey prediction with a Time-delay in a Non-visible Environment)

  • 정재훈;김덕수;이장명
    • 로봇학회논문지
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    • 제11권4호
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    • pp.277-284
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    • 2016
  • A new prediction scheme has been proposed for the robust teleoperation in a non-visible environment. The positioning error caused by the time delay in the non-visible environment has been compensated for by the Smith predictor and the sensory data have been estimated by the Grey model. The Smith predictor is effective for the compensation of the positioning error caused by the time delay with a precise system model. Therefore the dynamic model of a mobile robot has been used in this research. To minimize the unstable and erroneous states caused by the time delay, the estimated sensor data have been sent to the operator. Through simulations, the possibility of compensating the errors caused by the time delay has been verified using the Smith predictor. Also the estimation reliability of the measurement data has been demonstrated. Robust teleoperations in a non-visible environment have been performed with a mobile robot to avoid the obstacles effective to go to the target position by the proposed prediction scheme which combines the Smith predictor and the Grey model. Even though the human operator is involved in the teleoperation loop, the compensation effects have been clearly demonstrated.

가상계측기반 실시간 영상유도 자동비행 시스템 구현 및 무인 로터기를 이용한 비행시험 (Implementation of Virtual Instrumentation based Realtime Vision Guided Autopilot System and Onboard Flight Test using Rotory UAV)

  • 이병진;윤석창;이영재;성상경
    • 제어로봇시스템학회논문지
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    • 제18권9호
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    • pp.878-886
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    • 2012
  • This paper investigates the implementation and flight test of realtime vision guided autopilot system based on virtual instrumentation platform. A graphical design process via virtual instrumentation platform is fully used for the image processing, communication between systems, vehicle dynamics control, and vision coupled guidance algorithms. A significatnt ojective of the algorithm is to achieve an environment robust autopilot despite wind and an irregular image acquisition condition. For a robust vision guided path tracking and hovering performance, the flight path guidance logic is combined in a multi conditional basis with the position estimation algorithm coupled with the vehicle attitude dynamics. An onboard flight test equipped with the developed realtime vision guided autopilot system is done using the rotary UAV system with full attitude control capability. Outdoor flight test demonstrated that the designed vision guided autopilot system succeeded in UAV's hovering on top of ground target within about several meters under geenral windy environment.

미지의 부하와 마찰을 갖는 컨테이너 크레인의 적응 가변구조제어 (Adaptive Variable Structure Control of Container Cranes with Unknown Payload and Friction)

  • 백운보;임중선
    • 제어로봇시스템학회논문지
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    • 제20권10호
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    • pp.1008-1013
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    • 2014
  • This paper introduces an adaptive anti-sway tracking control algorithm for container cranes with unknown payloads and friction between the trolley and the rail. If the friction effects in the system can be modeled, there is an improved potential to design controllers that can cancel these effects. The proposed control improves the sway suppressing and the positioning capabilities of the trolley and hoisting against uncertain payload and friction. The variable structure controls are first designed based on a class of feedback linearization methods for the stabilization of the under-actuated sway dynamics. The adaptation mechanism are then designed with parameter estimation of unknown payload and friction compensation for the trolley and hoisting, based on Lyapunov stability methods for the accurate positioning and fast attenuation of trolley oscillation due to frictions in the vicinity of the target position. The asymptotic stability of the overall closed-loop system is assured irrespective of variations of rope length. Simulations are shown under various frictions and external winds in the case of no priori information of payload mass.

NN 필터 추적을 위한 최적 신호 강도 및 검출 문턱값 선택 (Selection of Signal Strength and Detection Threshold for Optimal Tracking with Nearest Neighbor Filter)

  • 정영헌;권일환;홍순목
    • 전자공학회논문지SC
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    • 제37권3호
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    • pp.1-8
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    • 2000
  • 이 논문에서는 NN 필터를 이용한 표적추적을 위한 최적의 신호 강도 및 표적 검출 문턱값을 구하였다. 이를 위하여 먼저 HYCA 방식을 이용하여 NN 필터의 추적성능을 예측할 수 있도록 하고, 이것에 기초하여 예측된 추적성능과 신호 강도 및 표적 검출 문턱값 사이의 관계를 나타내었다. 그리고 이러한 관계를 이용하여 다음과 같은 다양한 비용에 대한 최적 파라미터를 얻었다: (1)위치 추정 오차 분산 합을 최소화하는 최적의 표적 검출 문턱값 순열(sequence); (2)유효 게이트 면적 합을 최소화하는 최적의 표적 검출 문턱값 순열; (3)표적 신호 강도 합을 최소화하는 최적 표적 신호 강도 및 표적 검출 문턱값 순열.

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Water quality big data analysis of the river basin with artificial intelligence ADV monitoring

  • Chen, ZY;Meng, Yahui;Wang, Ruei-yuan;Chen, Timothy
    • Membrane and Water Treatment
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    • 제13권5호
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    • pp.219-225
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    • 2022
  • 5th Assessment Report of the Intergovernmental Panel on Climate Change Weather (AR5) predicts that recent severe hydrological events will affect the quality of water and increase water pollution. To analyze changes in water quality due to future climate change, input data (precipitation, average temperature, relative humidity, average wind speed, and solar radiation) were compiled into a representative concentration curve (RC), defined using 8.5. AR5 and future use are calculated based on land use. Semi-distributed emission model Calculate emissions for each target period. Meteorological factors affecting water quality (precipitation, temperature, and flow) were input into a multiple linear regression (MLR) model and an artificial neural network (ANN) to analyze the data. Extensive experimental studies of flow properties have been carried out. In addition, an Acoustic Doppler Velocity (ADV) device was used to monitor the flow of a large open channel connection in a wastewater treatment plant in Ho Chi Minh City. Observations were made along different streams at different locations and at different depths. Analysis of measurement data shows average speed profile, aspect ratio, vertical position Measure, and ratio the vertical to bottom distance for maximum speed and water depth. This result indicates that the transport effect of the compound was considered when preparing the hazard analysis.

머신비젼을 이용한 Cross Coil Movement 자동검사 시스템에 관한 연구 (A Study on Auto Inspection System of Cross Coil Movement Using Machine Vision)

  • 이철헌;설성욱;주재흠;이상찬;남기곤
    • 전자공학회논문지S
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    • 제36S권11호
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    • pp.79-88
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    • 1999
  • 본 논문은 움직이는 물체가 존재하는 영상열에서 특정 물체만을 계속 추적하고자 하는 방법을 제안하였다. 밝기값과 동작(motion)경계점에 기반을 둔 윤곽선(contour) 추적 알고리즘을 이용하였다. 영상에서 움직이는 물체의 윤곽선의 동작은 이동, 회전, 크기변화를 나타내는 아핀 동작 모델에 의해 잘 묘사되어짐을 가정한다. 움직이는 물체의 윤곽선은 영상열을 따라 추정되는 B-스플라인에 의해 위치와 동작이 표현된다. 패턴인식을 이용하여 추적하고자하는 물체인지를 판별한다. 선형 칼만 필터를 사용하기 위해 아핀 동작 매개변수와 움직이는 물체의 윤곽선 모양(shape)의 두 필터로 추정과정을 나누었다. 차량계기판을 대상으로 한 실험영상에서 이 방법을 이용하여 방해물체가 존재하는 경우에도 안정된 동작의 추정과 추적된 궤적의 획득이 가능함을 보였다.

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불규칙파에 의한 월파량산정의 수치해석법 (Numerical analysis for Estimation of Overtopping Rate by using Irregular Wave)

  • 김도삼;김창훈;이민기;김지민
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2006년 창립20주년기념 정기학술대회 및 국제워크샵
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    • pp.373-376
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    • 2006
  • In general, a method for generating irregular wave by combination of component waves obtained from linear wave theory is widely used. In these method, however, mean water surface elevation is rising from time to time because of nonlinear effect of wave. In this study, for the rising problem of mean water surface elevation and stabilization of calculation from time to time, mass transport velocity for horizontal velocity at wave source position is considered. The rising problem of mean water surface elevation is checked by comparing calculated wave profile from numerical technique proposed in this study with target wave profile at wave source position in numerical wave tank by using CADMAS-SURF code. And, by generating irregular wave, the validity of wave overtopping rate estimated from this numerical analysis is discussed by comparing computed results with measured results in hydraulic model experiments for vertical seawall located on a sloping sea bottom. As a results, the computations are validated against the previously experimental results by hydraulic model test and numerical results of this study and a good agreement is observed. Therefore, numerical technique of this study is a powerful tool for estimating wave overtopping rate over the crest of coastal structure.

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Optimization of the Gain Parameters in a Tracking Module for ARPA system on Board High Dynamic Warships

  • Pan, Bao-Feng;Njonjo, Anne Wanjiru;Jeong, Tae-Gweon
    • 한국항해항만학회지
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    • 제40권5호
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    • pp.241-247
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    • 2016
  • The tracking filter plays a key role in the accurate estimation and prediction of maneuvering a vessel's position and velocity when attempting to enhance safety by avoiding collision. Therefore, in order to achieve accurate estimation and prediction, many oceangoing vessels are equipped with the Automatic Radar Plotting Aid (ARPA) system. However, the accuracy of prediction depends on the tracking filter's ability to reduce noise and maintain a stable transient response. The purpose of this paper is to derive the optimal values of the gain parameters used in tracking a High Dynamic Warship. The algorithm employs a ${\alpha}-{\beta}-{\gamma}$ filter to provide accurate estimates and updates of the state variables, that is, positions, velocity and acceleration of the high dynamic warship based on previously observed values. In this study, the filtering coefficients ${\alpha}$, ${\beta}$ and ${\gamma}$ are determined from set values of the damping parameter, ${\xi}$. Optimization of the damping parameter, ${\xi}$, is achieved experimentally by plotting the residual error against different values of the damping parameter to determine the least value of the damping parameter that results in the optimum smoothing coefficients leading to a reduction in the noise corruption effect. Further investigation of the performance of the filter indicates that optimal smoothing coefficients depend on the initial and average velocity of the target.