• Title/Summary/Keyword: 추적 정확도 향상

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Robust Maneuvering Target Tracking Applying the Concept of Multiple Model Filter and the Fusion of Multi-Sensor (다중센서 융합 및 다수모델 필터 개념을 적용한 강인한 기동물체 추적)

  • Hyun, Dae-Hwan;Yoon, Hee-Byung
    • Journal of Intelligence and Information Systems
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    • v.15 no.1
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    • pp.51-64
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    • 2009
  • A location tracking sensor such as GPS, INS, Radar, and optical equipments is used in tracking Maneuvering Targets with a multi-sensor, and such systems are used to track, detect, and control UAV, guided missile, and spaceship. Until now, Most of the studies related to tracking Maneuvering Targets are on fusing multiple Radars, or adding a supplementary sensor to INS and GPS. However, A study is required to change the degree of application in fusions since the system property and error property are different from sensors. In this paper, we perform the error analysis of the sensor properties by adding a ground radar to GPS and INS for improving the tracking performance by multi-sensor fusion, and suggest the tracking algorithm that improves the precision and stability by changing the sensor probability of each sensor according to the error. For evaluation, we extract the altitude values in a simulation for the trajectory of UAV and apply the suggested algorithm to carry out the performance analysis. In this study, we change the weight of the evaluated values according to the degree of error between the navigation information of each sensor to improve the precision of navigation information, and made it possible to have a strong tracking which is not affected by external purposed environmental change and disturbance.

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Adaptive Indoor Location Tracking System Based on IEEE 802.15.4a (IEEE 802.15.4a 기반의 환경 적응형 위치 추적 시스템에 관한 연구)

  • Jeon Hyeon-Sig;Woo Sung-Hyun;Cho Sang-Do;Na Jong-In;Kim Ki-Hwan;Park Hyun-Ju
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.5A
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    • pp.526-536
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    • 2006
  • According as Ubiquitous comes, interest for indoor location tracking system was more increased socially. However, existing indoor location tracking system doesn't correspond actively in frequent change of indoor environment, and there is a problem that correct location measurement of transfer object is difficult by NLOS property of indoor environment. Purpose of this paper proposes environment accommodation location tracking system that is improved location precision of transfer object and grasps location of indoor transfer object effectively that is essential element effectively to provide service to satisfy various user's request according as Ubiquitous comes.

Gyrocompass Correction and Pointing Accuracy Improvement of the Ship-Borne Mobile Down Range Antenna for Launcher Telemetry (우주발사체 텔레메트리용 해상 이동형 다운레인지 안테나의 자이로컴퍼스 보정과 포인팅 정확도 향상)

  • Lee, Sun-Ik;Yeom, Kyung-Whan
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.25 no.5
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    • pp.532-541
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    • 2014
  • The ship-borne mobile down range telemetry antenna system having 4.6 m reflector antenna and 3-axis mounting structure at S-band requires the precise pointing accuracy at sea for the launch mission. Using the LEO satellites tracking, a method to determine and verify the antenna pointing and tracking performance, and to find the pointing bias which dominantly contributes to the pointing inaccuracy, is presented. Based upon the tests conducted on the Jeju sea and Pacific sea, the pointing bias is determined and its origin is also identified as the drift of the heading angle of the gyrocompass. The applied systematic correction taking into account the pointing bias, and the achieved improvement of the pointing accuracy are shown. Thanks to the correction, it is presented that this antenna tracked the launcher(KSLV-I) stably within the required pointing accuracy in the following KSLV-I third launch.

A vehicle detection and tracking algorithm for supervision of illegal parking (불법 주정차 차량 단속을 위한 차량 검지 및 추적 기법)

  • Kim, Seung-Kyun;Kim, Hyo-Kak;Zhang, Dongni;Park, Sang-Hee;Ko, Sung-Jea
    • Journal of IKEEE
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    • v.13 no.2
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    • pp.232-240
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    • 2009
  • This paper presents a robust vehicle detection and tracking algorithm for supervision of illegal parking. The proposed algorithm is composed of four parts. First, a vehicle detection algorithm is proposed using the improved codebook object detection algorithm to segment moving vehicles from the input sequence. Second, a preprocessing technique using the geometric characteristics of vehicles is employed to exclude non-vehicle objects. Then, the detected vehicles are tracked by an object tracker which incorporates histogram tracking method with Kalman filter. To make the tracking results more accurate, histogram tracking results are used as measurement data for Kalman filter. Finally, Real Stop Counter (RSC) is introduced for trustworthy and accurate performance of the stopped vehicle detection. Experimental results show that the proposed algorithm can track multiple vehicles simultaneously and detect stopped vehicles successfully in the complicated street environment.

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Implicit Moving Least Squares Difference Method for 1-D Moving Boundary Problem (1차원 자유경계문제의 해석을 위한 Implicit 이동최소제곱 차분법)

  • Yoon, Young-Cheol
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.25 no.5
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    • pp.439-446
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    • 2012
  • This paper presents an implicit moving least squares(MLS) difference method for improving the solution accuracy of 1-D free boundary problems, which implicitly updates the topology change of moving interface. The conventional MLS difference method explicitly updates the moving interface; it requires no iterative solution procedure but results in the loss of accuracy. However, the newly developed implicit scheme makes the total system nonlinear involving iterative solution procedure, but numerical verification show that it dramatically elevates the solution accuracy with moderate computation increase. Through numerical experiments for melting problems having moving singularity, it is verified that the proposed method can achieve the second order accuracy.

Estimation of building position in a satellite image using Neural Networks (신경회로망을 이용한 위성영상의 건물위치 추정)

  • 이주원;정원근;김광열;조원래;김영일;이건기
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.303-306
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    • 2002
  • 인공위성영상을 이용하여 벡터 지도 생성은 지형에 따른 건물, 도로, 농지 등에 관한 벡터를 추출하는 작업이 필요하다. 이 작업의 정확도는 지도의 정확도와 상관관계가 있기 때문에 건물 추출의 정확성이 달라진다. 따라서 건물추출의 정확성을 향상시키기 위해 본 연구에서는 위성영상에서 건물 추출 알고리즘을 제안하였다. 이 알고리즘은 인공신경망을 이용하여 건물의 그림자를 추적하고 이를 중심으로 건물위치와 외형을 추정하는 알고리즘을 제안하고 실험하였으며, 양호한 결과를 얻었다.

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FMCW Signal Interpolation Scheme based on GAN for Indoor Location System in Indoor Disaster Situations (실내 재난시 재실자 위치 추적을 위한 GAN 기반의 FMCW 레이더 신호 보간법에 관한 연구)

  • Lee, Jeongpyo;Yang, Sangyi;Kim, Youngok
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2022.10a
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    • pp.341-342
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    • 2022
  • 본 논문에서는 실내 재난 상황에서 재실자의 위치를 판단하기 위한 Frequency Modulated Continuous Wave(FMCW) 레이더 시스템의 정확도 향상을 위한 Generative Adversarial Networks(GAN) 기반의 신호 보간법을 제안한다. 제안된 실내 위치 추정 시스템은 딥러닝 학습 생성 모델을 활용하게 되는데, 학습을 위한 데이터의 수집이 용이하지 않아 부족하게 되는 학습데이터를 GAN 기법을 통해 확보하고자한다.

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Pupil Center Detection Method using Boundary Distortion Correction (경계선 왜곡 보정을 통한 동공중심 검출 방법)

  • Lee, Injae;Cho, Chul Woo;Lee, Hyeon Chang;Lee, Heekyung;Park, Kang Ryoung;Cha, Jihun
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2013.06a
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    • pp.70-72
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    • 2013
  • 시선추적 인터페이스는 다른 감각기관에 비해 빠른 반응속도를 보이므로 효과적인 인터랙션 수단으로 활용가능하며, 이를 통해 사용자 경험을 향상시킬 수 있다. 따라서 시선추적 기술은 장애인 안구마우스, 운전자 시선정보 분석, 광고 효과 모니터링, 차세대 게임 등 다양한 분야에 활용될 수 있다. 본 논문에서는 시선추적 인터페이스의 정확도를 향상시키기 위한 기술을 소개한다. 실제 사용자를 대상으로 시선추적을 수행할 때 눈꺼풀로 인한 동공 가림 현상이 자주 발생하며, 각막반사광으로 인한 동공 경계 왜곡 현상이 발생하기도 한다. 이로 인해 동공 중심이 왜곡되어 시선위치에 오류가 발생한다. 이와 같은 문제점을 개선하기 위해 눈꺼풀 및 각막반사광으로 인한 왜곡 현상을 보정하여 동공 중심을 검출하는 방법을 제안한다.

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Construction of Container Management System Using GPS (GPS를 이용한 컨테이너 관리시스템 구축에 관한 연구)

  • 최병길;윤희천;유창환
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.22 no.1
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    • pp.37-44
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    • 2004
  • This study aims to develop an optimized system for container management in Customs Free Zone. Positioning methods and wireless data communication methods were analyzed and then introduced to the container management system constructed in this study. For the trial test, it was founded that the accuracy of the GPS receiver using a single frequency band was not satisfied. However, the position of container can be matched with a digital map by map matching process. It was also founded that the precise method like Inverted DGPS is required when sight of a satellite is blocked.

Performance Test Results of GPS/Galileo Combined Receiver for GNSS Sensor Station (GNSS 신호감시국용 GPS/갈릴레오 복합수신기 성능시험결과)

  • Sin, Cheon-Sig;Lee, Sang-Uk;Yoon, Dong-Weon
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.19 no.2
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    • pp.10-15
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    • 2011
  • 본 논문은 위성항법신호감시국용 GPS/갈릴레오 복합수신기에 대한 구현 및 성능 시험결과를 기술한 논문으로 복합수신기는 단일 플랫폼에서 갈릴레오 E1, E5a 신호와 GPS L1, L2C, L5 신호를 수신처리 할 수 있으며, GPS신호와 갈릴레오 E1 신호를 복합적으로 처리함으로써, 위치정확도가 향상됨을 보였다. 각 신호에 대한 신호획득을 신속하게 하기 위해, 모든 신호에 대해 정합필터와 FFT 방식이 결합된 방식을 적용하였고, 신호추적과정에서는 다수의 추적루프를 적용하였으며 본 논문에서는 주요 신호에 대한 신호획득 및 추적과정의 시험결과를 보였다. 또한 기존에 발표된 논문과의 차별화 항목으로, 항법신호의 수신레벨이 낮아 CW 형태와 같은 간섭신호에도 영향을 받는바, 이에 대한 개발된 항재밍 모듈에 대한 시험결과도 제시하였으며, 성능측면에서의 비교를 위해 상용수신기와 개발된 수신기와의 성능 비교 결과도 함께 제시하였다.