• 제목/요약/키워드: Location Tracking Algorithm

검색결과 225건 처리시간 0.026초

유비쿼터스 헬스케어를 위한 저비용, 수동형 실내 위치추적 시스템 (Passive and Cost Effective People Indoor Location Tracking System for Ubiquitous Healthcare)

  • 정완영;;임효택
    • 한국정보통신학회논문지
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    • 제10권6호
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    • pp.1119-1123
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    • 2006
  • 유비 쿼터스 헬스케어용 초음파와 RF 기술을 이용한 무선센서네트워크 기반의 실내 위치 추적 시스템을 구현하고 테스트하였다. 개발된 실내 위치인식 시스템은 헬스케어를 위한 홈네트워크 장치의 하나로서 노인이나 만성질환자의 이동성과 활동성을 측정하는데 주안점을 두어 개발되었다. 천장에 설치된 비컨들은 RF신호를 사용하여 위치 정보를 listener에게 전송하게 되며, listener는 삼각측량법을 사용하여 3개의 비컨들로부터 얻어진 좌표 값을 계산하여 실내에서의 사람이나 물체의 위치 측정뿐만 아니라 환자의 활동성측정이 가능하도록 개발되었다. 본 연구에서는 위치에 대한 보안이 가능하도록 수동형식의 위치인식시스템을 구현하고 비용절감을 위해 센서노드 사이의 연결이 무선으로 되도록 ad-hoc 알고리즘을 사용하였다.

순차적 칼만 필터를 적용한 다중센서 위치추정 알고리즘 실험적 검증 (Experimental Verification of Multi-Sensor Geolocation Algorithm using Sequential Kalman Filter)

  • 이성민;김영주;방효충
    • 제어로봇시스템학회논문지
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    • 제21권1호
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    • pp.7-13
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    • 2015
  • Unmanned air vehicles (UAVs) are getting popular not only as a private usage for the aerial photograph but military usage for the surveillance, reconnaissance and supply missions. For an UAV to successfully achieve these kind of missions, geolocation (localization) must be implied to track an interested target or fly by reference. In this research, we adopted multi-sensor fusion (MSF) algorithm to increase the accuracy of the geolocation and verified the algorithm using two multicopter UAVs. One UAV is equipped with an optical camera, and another UAV is equipped with an optical camera and a laser range finder. Throughout the experiment, we have obtained measurements about a fixed ground target and estimated the target position by a series of coordinate transformations and sequential Kalman filter. The result showed that the MSF has better performance in estimating target location than the case of using single sensor. Moreover, the experimental result implied that multi-sensor geolocation algorithm is able to have further improvements in localization accuracy and feasibility of other complicated applications such as moving target tracking and multiple target tracking.

Robust Visual Tracking using Search Area Estimation and Multi-channel Local Edge Pattern

  • Kim, Eun-Joon
    • 한국컴퓨터정보학회논문지
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    • 제22권7호
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    • pp.47-54
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    • 2017
  • Recently, correlation filter based trackers have shown excellent tracking performance and computational efficiency. In order to enhance tracking performance in the correlation filter based tracker, search area which is image patch for finding target must include target. In this paper, two methods to discriminatively represent target in the search area are proposed. Firstly, search area location is estimated using pyramidal Lucas-Kanade algorithm. By estimating search area location before filtering, fast motion target can be included in the search area. Secondly, we investigate multi-channel Local Edge Pattern(LEP) which is insensitive to illumination and noise variation. Qualitative and quantitative experiments are performed with eight dataset, which includes ground truth. In comparison with method without search area estimation, our approach retain tracking for the fast motion target. Additionally, the proposed multi-channel LEP improves discriminative performance compare to existing features.

이동정보를 배제한 위치추정 알고리즘 (SIFT-Like Pose Tracking with LIDAR using Zero Odometry)

  • 김지수;곽노준
    • 제어로봇시스템학회논문지
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    • 제22권11호
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    • pp.883-887
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    • 2016
  • Navigating an unknown environment is a challenging task for a robot, especially when a large number of obstacles exist and the odometry lacks reliability. Pose tracking allows the robot to determine its location relative to its previous location. The ICP (iterative closest point) has been a powerful method for matching two point clouds and determining the transformation matrix between the maps. However, in a situation where odometry is not available and the robot moves far from its original location, the ICP fails to calculate the exact displacement. In this paper, we suggest a method that is able to match two different point clouds taken a long distance apart. Without using any odometry information, it only exploits the features of corner points containing information on the surroundings. The algorithm is fast enough to run in real time.

기동표적 추적을 위한 상호작용다수모델 추적필터에 관한 연구 (The study on target tracking filter using interacting multiple model for tracking maneuvering target)

  • 김승우
    • 전기전자학회논문지
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    • 제11권4호
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    • pp.137-144
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    • 2007
  • 함포의 사격통제장치 성능은 크게 하드웨어(H/W)적인 오차와 소프트웨어(S/W)적인 오차로 구분할 수 있으며, 이중 S/W 오차에 해당하는 표적의 위치, 속도, 가속도 등을 추정하는 추적필터 오차는 탄도계산장치의 성능에 중요한 영향을 미친다. 함포의 정확한 예상탄착점 형성과 사격시 명중률 향상을 위하여 정확한 미래위치의 표적 상태정보가 필요하다. 표적 추적필터 알고리즘은 Single Singer Model, Fixed Gain 필터 알고리즘, IMM, PBIMM등이 있다. 본 논문에서는 최근 국내 함정에 적용예정인 IMM 추적필터를 설계하였다. IMM 추적필터를 위해 CV모델, Song 모델, CTR모델을 사용하여 동역학 모델을 만들었으며, 추적성능을 Monte-Carlo 시뮬레이션을 통해 해석해 보았다.

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모노펄스 추적 알고리즘 성능 향상을 위한 능동위상배열안테나 제어 기법 (Active Phased Array Antenna Control Scheme for Improving the Performance of Monopulse Tracking Algorithm)

  • 정진우;박성일;이태원
    • 스마트미디어저널
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    • 제9권4호
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    • pp.60-65
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    • 2020
  • 모노펄스 추적 알고리즘은 대국의 송신 신호를 기반으로 대국의 위치를 추정하는 추적 알고리즘이다. 모노펄스 추적 알고리즘에 의한 추정 위치는 안테나의 합 및 차 신호 패턴에 의한 모노펄스 비율 곡선(MR-C; Monopulse Ratio curve)을 기반으로 산출된다. 따라서 MR-C의 선형 구간에 비례하여 높은 정확도의 추정 위치를 산출할 수 있는 범위가 증가하게 된다. 본 논문에서는 능동위상배열안테나가 적용된 추적 안테나 시스템에 있어, 능동위상배열안테나의 빔 형성 기법을 적용하여 MR-C의 선형 구간을 확장하는 방법을 제안하였다. 동일한 안테나 시스템을 기반으로 모의실험을 수행한 결과, 제안된 기법의 적용 유/무에 따라 MR-C의 선형 구간이 약 2배 정도 차이가 남을 확인하였다.

혼합 비주얼 서보 제어 기법을 이용한 이동로봇의 목표물 추종 (Target Tracking of the Wheeled Mobile Robot using the Combined Visual Servo Control Method)

  • 이호원;권지욱;홍석교;좌동경
    • 전기학회논문지
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    • 제60권6호
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    • pp.1245-1254
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    • 2011
  • This paper proposes a target tracking algorithm for wheeled mobile robots using in various fields. For the stable tracking, we apply a vision system to a mobile robot which can extract targets through image processing algorithms. Furthermore, this paper presents an algorithm to position the mobile robot at the desired location from the target by estimating its relative position and attitude. We show the problem in the tracking method using the Position-Based Visual Servo(PBVS) control, and propose a tracking method, which can achieve the stable tracking performance by combining the PBVS control with Image-Based Visual Servo(IBVS) control. When the target is located around the outskirt of the camera image, the target can disappear from the field of view. Thus the proposed algorithm combines the control inputs with of the hyperbolic form the switching function to solve this problem. Through both simulations and experiments for the mobile robot we have confirmed that the proposed visual servo control method is able to enhance the stability compared to of the method using only either PBVS or IBVS control method.

A Robust Algorithm for Tracking Non-rigid Objects

  • Kim, Jong-Ryul;Na, Hyun-Tae;Moon, Young-Shik
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -1
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    • pp.141-144
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    • 2002
  • In this paper, we propose a new object tracking algorithm using deformed template and Level-Set theory, which is robust against background variation, object flexibility and occlusion. The proposed tracking algorithm consists of two steps. The first step is an estimation of object shape and location, on the assumption that the transformation of object can be approximately modeled by the affine transform. The second step is a refinement of the object shape to fit into the real object accurately, by using the potential energy map and the modified Level Set speed function. Experimental results show that the proposed algorithm can track non-rigid objects with large variation in the backgrounds.

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자기장 센서를 이용한 갭간격이 없는 박판 맞대기 용접부의 용접선 추적 장치 (Joint tracking system for butt joint welding process using eddy current sensors with the condition of no gap distance)

  • 김영선;조형석
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.836-839
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    • 1997
  • In recent years, much progress has been made in the automation of welding coped with a variety of highly flexible sensors. Among these sensors, only the eddy current sensor can detect the center location of the butt joint whose gap distance is zero. Thus, in this study the eddy current sensor is used to develop a robust and useful joint tracking system. The developed system is tested to qualify the performance of the system and seam tracking algorithm is proposed and two simulation are executed to show the performance of the proposed tracking algorithm.

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센서방식 태양광 발전시스템의 효율개선을 위한 새로운 추적알고리즘 개발 (Development of a novel tracking for efficiency improvement of PV system with sensor method)

  • 장미금;고재섭;최정식;강성준;백정우;정동화
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 2009년도 춘계학술대회 논문집
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    • pp.424-427
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    • 2009
  • This paper reposes a novel tracking algerian for efficiency improvement of photovoltaic(PV) system using sensor method PV system of sensor method is exactly impossible to track a sun position when insolation is low or rapidly changed by the clouds and fogs. Also, in this case, tracking device is occurred energy consumption by unnecessary operating. This statement of reason, real power of PV system is not increased than fixed PV system in specified location. Therefore, this paper proposes a novel ticking algorithm considered insolation for efficiency improvement of PV system using sensor method And this paper analyzes the generation volume and proves the validity of proposed algorithm as compared with the conventional PV tracking system using sensor method.

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