• Title/Summary/Keyword: Vehicle Tracking System

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Development of Advanced Vehicle Tracking System Using the Uncertainty Processing of Past and Future Locations

  • Kim Dong Ho;Kim Jin Suk
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 학술대회지
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    • pp.729-734
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    • 2004
  • The e-Logistics means the virtual business activity and service architecture among the logistics companies based on the Internet technology. The management of vehicles' location in most conventional vehicle tracking system has some critical defects when it deals with data which are continuously changed. It means the conventional vehicle tracking system based on the conventional database is unable eventually to cope with the environment that should manage the frequently changed location of vehicles. The important things in the evaluation of the vehicle tracking system is to determine the threshold of cost of database ,update period and communication period between vehicles and the system. In other words, the difference between the reallocation of vehicle and the data in database can evaluate the overall performance of vehicle tracking systems. Most of the previous works considers only the information that is valid at the current time, and is hard to manage efficiently the past and future information. To overcome this problem, the efforts on moving objects management system(MOMS) and uncertainty processing have been started from a few years ago. In this paper, we propose an uncertainty processing model and system implementation of moving object that tracks the location of the vehicles. We adopted both linear-interpolation method and trigonometric function to chase up the location of vehicles for the past time as well as future time, respectively. We also explain the comprehensive examples of MOMS and uncertainty processing in parcel application that is one of major application of e-Logistics domain.

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차량의 미래위치 추정을 위한 수동추적 시스템의 디지털 필터 설계 (A digital filter design applied to the manual tracking system to predict future position)

  • 박용운;강윤식;김상원
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.1332-1335
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    • 1996
  • It is very important to predict the future position for the heavy vehicle with evasive maneuvering. In this paper, we considered for the manual image tracking system. The vehicle images are received from gyro stabilized mirror system, pass through the optical lens, processed, and displayed on the TV monitor. The operator try to lay the reticle to the center of vehicle image. When the vehicle is moving, the mirror platform (actually the line of sight) should follow the vehicle and the angular rate information is picked up from the mirror stabilized system. This rate signal should be used to predict the future vehicle position. The problem is that the visual system of the human operator is in the closed loop system. The rate signals are disturbed by the operator. In addition, there are some non linearities concerned with the control handle bar and the servo control system. The proposed Kalman filter, combined with some modifications for operator disturbance rejection, improved the predication of the future vehicle position when compared with the conventional passive filter used.

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초음파 위치인식 시스템을 이용한 차량의 무인주행 (Unmanned Navigation of Vehicle Using the Ultrasonic Satellite System)

  • 김수용;이정민;이동활;이만형
    • 제어로봇시스템학회논문지
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    • 제13권9호
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    • pp.875-882
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    • 2007
  • In order for a vehicle to follow a predetermined trajectory accurately, its position must be estimated accurately and reliably. In this thesis, we propose trajectory tracking control methods for unmanned vehicle and a positioning system using ultrasonic wave. The positioning problem is an important part of control problem for unmanned navigation of a vehicle. Dead Reckoning is widely used for positioning of vehicle. However this method has problems because it accumulates estimation errors. We propose a new method to increase the accuracy of position estimation using the Ultrasonic Satellite System (USAT). It is shown that we will be able to estimate the position of vehicle precisely, in which errors are not accumulated. And proposed trajectory tracking control methods include both a new path planning method and a lateral control method for vehicle. The experimental results show that the proposed methods enables exact vehicle trajectory tracking even under various environmental factors.

위성발사체 궤도추정을 위한 융합필터 연구 (Fusion Tracking Filter for Satellite Launch Vehicles)

  • 유성숙;김정래;송용규;고정환
    • 항공우주시스템공학회지
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    • 제1권3호
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    • pp.37-42
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    • 2007
  • The flight safety system for the satellite launch vehicles is required in order to minimize the risk due to launch vehicle failure. For prompt and reliable decision of flight termination, the flight safety system usually uses multiple sensors to estimate launch vehicle's flight trajectory. In that case, multiple types of observed tracking data makes it difficult to identify the flight termination condition. Therefore, a fusion tracking filter handling the multiple tracking data is necessary for the flight safety system. This research developed a simulation software for generating multiple types of launch vehicle tracking data, and then processed the data with fusion filters.

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자율주행 경로 추종 성능 개선을 위한 차량 조향 시스템 특성 분석 (Vehicle Steering System Analysis for Enhanced Path Tracking of Autonomous Vehicles)

  • 김창희;이동필;이경수
    • 자동차안전학회지
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    • 제12권2호
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    • pp.27-32
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    • 2020
  • This paper presents steering system requirements to ensure the stabilized lateral control of autonomous driving vehicles. The two main objectives of a lateral controller in autonomous vehicles are maintenance of vehicle stability and tracking of the desired path. Even if the desired steering angle is immediately determined by the upper level controller, the overall controller performance is greatly influenced by the specification of steering system actuators. Since one of the major inescapable traits that affects controller performance is the time delay of the steering actuator, our work is mainly focused on finding adequate parameters of high level control algorithm to compensate these response characteristics and guarantee vehicle stability. Actual vehicle steering angle response was obtained with Electric Power Steering (EPS) actuator test subject to various longitudinal velocity. Steering input and output response analysis was performed via MATLAB system identification toolbox. The use of system identification is advantageous since the transfer function of the system is conveniently obtained compared with methods that require actual mathematical modeling of the system. Simulation results of full vehicle model suggest that the obtained tuning parameter yields reduced oscillation and lateral error compared with other cases, thus enhancing path tracking performance.

자율 주행차량의 경로추종 제어 알고리즘 (A Path Tracking Control Algorithm for Autonomous Vehicles)

  • 안정우;박동진;권태종;한창수
    • 한국정밀공학회지
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    • 제17권4호
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    • pp.121-128
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    • 2000
  • In this paper, the control algorithm fur an autonomous vehicle is studied and applied to an actual 2 wheel-driven vehicle system. In order to control a nonholonomic system, the kinematic model for an autonomous vehicle is constructed by relative velocity relationship about the virtual point at distance from the vehicle's frame. And the optimal controller that based on the kinematic model is operated on purpose to track a reference vehicle's path. The actual system is designed with named 'HYAVI' and the system controller is applied. Because all the results of simulation don't satisfy the driving conditions of HYAVI, a reformed control algorithm that satisfies an actual autonomous vehicle is applied at HYAVI. At the results of actual experiments, the path tracking works very well by the reformed control algorithm. An autonomous vehicle that applied this control algorithm can be easily used for a path generation algorithm.

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Stabilization of Target Tracking with 3-axis Motion Compensation for Camera System on Flying Vehicle

  • Sun, Yanjie;Jeon, Dongwoon;Kim, Doo-Hyun
    • 대한임베디드공학회논문지
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    • 제9권1호
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    • pp.43-52
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    • 2014
  • This paper presents a tracking system using images captured from a camera on a moving platform. A camera on an unmanned flying vehicle generally moves and shakes due to external factors such as wind and the ego-motion of the machine itself. This makes it difficult to track a target properly, and sometimes the target cannot be kept in view of the camera. To deal with this problem, we propose a new system for stable tracking of a target under such conditions. The tracking system includes target tracking and 3-axis camera motion compensation. At the same time, we consider the simulation of the motion of flying vehicles for efficient and safe testing. With 3-axis motion compensation, our experimental results show that robustness and stability are improved.

온라인 학습을 이용한 비전 기반의 차량 검출 및 추적 (Vision-Based Vehicle Detection and Tracking Using Online Learning)

  • 길성호;김경환
    • 한국통신학회논문지
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    • 제39A권1호
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    • pp.1-11
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    • 2014
  • 본 논문에서는 추적중인 차량의 외형 변화에 대해 온라인 학습 능력이 있는 비전 기반의 차량 검출 및 추적 시스템을 제안한다. 제안하는 시스템은 새로 검출된 차량의 연속된 프레임 간 움직임을 빠르고 강건하게 추정하기 위해 특징점 기반 추적 방법을 사용한다. 동시에 추적중인 차량에 대해 온라인 차량 검출기를 훈련시키고, 일시적인 차량 추적 실패 시 검출기의 결과를 이용해 추적기를 재초기화하여 강건한 추적을 가능하게 한다. 특히 차량 외형 모델의 업데이트 방법을 개선하여 시스템의 추적 성능을 높이고 처리시간을 단축시켰다. 다양한 주행환경에서 획득한 데이터세트를 사용하여 제안하는 시스템의 차량 검출 및 추적 성능을 평가하였다. 특히 우천 및 터널통과와 같은 악조건에서 기존의 방법에 비해 차량 추적 성능이 상당히 개선된 것을 증명하였다.

AUV의 궤적제어에 관한 연구 (Study for Tracking Control of Autonomous Underwater Vehicle)

  • 유휘룡;김성근;김상봉
    • 한국해양공학회지
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    • 제8권2호
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    • pp.56-63
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    • 1994
  • This paper presents a design method of multivariable robust servo system for tracking control system for AUV(Autonomous Underwater Vehicle). In order to obtain the basic data for the design of the tracking control system, the control algorithm is evaluated in the view of computer simulation results. The tracking control is carried out for an AUV with 2 main thrusters, 2 side thrusters and 2 thrusters for the movement to up-down direction. The results of computer simulation show that the proposed multivariable servo system design method is an efficient method for the control performance of tracking control system of AUV under severe underwater environment.

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자동 미끄럼 이동 로봇의 경로 추종을 위한 LMI 최적 제어 기법 (A Linear Matrix Inequality Optima Control for the Tracking of an Autonomous Gliding Vehicle)

  • 이진우
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.335-335
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    • 2000
  • Applications such as unmanned aerial vehicles (UAVs), autonomous underwater vehicles (AUVs) and the time varying nature of their navigation, guidance and control systems motivate an integrated approach to trajectory general ion and trajectory tracking for autonomous vehicles. In this paper, an experimental testbed was designed for studying this integrated trajectory control approach. In this paper we apply the separating approach to an autonomous nonlinear vehicle system. A new linear matrix inequality based H$_{\infty}$ control technique for periodic time-varying systems is applied to the role of trajectory tracking. Trajectory general ion is accomplished by exploit ing the differential flatness property of the vehicle system; this at lows product ion of desired feasible nominal or reference trajectories from certain ″flat'system outputs. Simulation and experimental results are presented showing stable tracking of a periodic circular trajectory.

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