• Title/Summary/Keyword: 추정 정렬

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Covariance-based source localization performance improvement for underwater ultra-short baseline systems (공분산 기반 수중 ultra-short baseline 시스템의 위치 추정 성능 개선 기법)

  • Sangman Han;Minhyuk Cha;Haklim Ko;Hojun Lee
    • The Journal of the Acoustical Society of Korea
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    • v.43 no.1
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    • pp.89-94
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    • 2024
  • Since Ultra-Short BaseLine (USBL) uses an array with narrow sensor spacing, precise synchronization is required to improve source localization performances. However, in the underwater environment, synchronization errors occur due to relatively strong noise and underwater acoustic channels such as multipath and Doppler, which deteriorates the source localization performances. This paper proposes a covariance-based synchronization compensation method to improve the source localization performances of the underwater USBL systems. The proposed method arranges the received signals through cross-correlation and calculates the covariance of the arranged signals. The synchronization error is related to the phase difference in the covariance. Thus, the phase difference is estimated as the covariance and compensated. Computer simulations demonstrate that the proposed method has better source localization performances than the conventional cross-correlation method.

Processing Sliding Windows over Disordered Streams (비순서화된 스트림 처리를 위한 슬라이딩 윈도우 기법)

  • Kim, Hyeon-Gyu;Kim, Cheol-Ki;Kim, Myoung-Ho
    • Journal of KIISE:Databases
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    • v.33 no.6
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    • pp.590-599
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    • 2006
  • Disordered streams cause two issues in processing sliding windows: i) how to place input tuples into a buffer in an increasing order efficiently and ii) how to determine a time point to process the windows from input tuples in the buffer. To address these issues, we propose a structure and method of operators for processing sliding windows. We first present a structure of the operators using an index to handle input tuples efficiently. Then, we propose a method to determine the time point to process the windows, which is called a mean-based estimation. In the proposed method, users can describe parameters required for estimation in a query specification, which provides a way for users to control the properties of query results such as the accuracy or the response time according to application requirements. Our experimental results show that the mean-based estimation provides better adaptivity and stability than the one used in the existing method.

Performance Analysis of Scalar Adaptive Filter for Formation Flying (정렬비행을 위한 적응 스칼라 필터의 성능 분석)

  • Lim, Jun-Kyu;Park, Chan-Gook;Lee, Dal-Ho
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.36 no.5
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    • pp.455-461
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    • 2008
  • In this paper, the performance of a scalar filter and a scalar adaptive filter are analyzed. In order to make indoor experimental environment similar to outdoor test, ultrasonic sensors are used instead of GPS. The scalar adaptive filter, which is continuously estimating velocity error covariance and measurement noise covariance by using adaptive method, is different from the scalar filter. Experimental results show that the scalar adaptive filter has better position estimating performance than the scalar filter by estimating above two parameters with an adaptive method.

Performance improvement of SDINS attitude error estimation using GPS for bank-to-turn flight vehicle (뱅크턴하는 항체에 대한 GPS를 이용한 SDINS의 자세 오차 추정 향상)

  • Yu, Hae-Sung;Yoo, Ki-Jeong;Kim, Hyun-Seok;Lee, Youn-Seon;Park, Heung-Won
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.39 no.2
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    • pp.128-136
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    • 2011
  • An approach to improve the performance of SDINS and GPS integrated system for bank-to-turn flight vehicles is described. Then, it is shown through the simulation that a specific gyro misalignment error results in an increased heading error of SDINS. A new modelling method is presented herein for identifying of sensor and attitude error. The main advantage of the proposed method is that it not only estimates the gyro misalignment error of SDINS, but also improves estimate performance of heading error of SDINS in the presence of the gyro misalignments.

Transfer Alignment Using Velocity Matching/Parameter Tuning and Its Performance and Observability Analysis (속도정합 및 매개변수 조정을 사용한 전달정렬의 성능 및 가관측성 분석)

  • Yang, Cheol-Kwan;Park, Ki-Young;Kim, Hyoung-Min;Shim, Duk-Sun
    • Journal of Advanced Navigation Technology
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    • v.19 no.5
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    • pp.389-394
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    • 2015
  • This paper considers the transfer alignment in the inertial navigation system which has lever-arm and the time delay in the velocity measurement. We suggest a method to improve the performance of the velocity matching. First, we analyze the estimation performance of the velocity matching through the tuning of the two covariance matrices of process noise and measurement noise. Next we provide some maneuvering conditions of the vehicles to improve the estimation performance using the observability analysis. The analysis results are verified using the computer simulations, which show that cruise movements do not provide the azimuth estimation of the vehicles, while east or north accelerating movement can provide.

Robust Estimation of Hand Poses Based on Learning (학습을 이용한 손 자세의 강인한 추정)

  • Kim, Sul-Ho;Jang, Seok-Woo;Kim, Gye-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.12
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    • pp.1528-1534
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    • 2019
  • Recently, due to the popularization of 3D depth cameras, new researches and opportunities have been made in research conducted on RGB images, but estimation of human hand pose is still classified as one of the difficult topics. In this paper, we propose a robust estimation method of human hand pose from various input 3D depth images using a learning algorithm. The proposed approach first generates a skeleton-based hand model and then aligns the generated hand model with three-dimensional point cloud data. Then, using a random forest-based learning algorithm, the hand pose is strongly estimated from the aligned hand model. Experimental results in this paper show that the proposed hierarchical approach makes robust and fast estimation of human hand posture from input depth images captured in various indoor and outdoor environments.

Motion Segmentation based on Modified Hierarchical Block-based Motion Estimation and Contour Extraction (블록 기반 움직임 추정과 윤곽선 추출을 통한 움직임 분할)

  • 장정진;김태용;최종수
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.333-336
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    • 2001
  • 본 논문에서는 영상 시퀀스 상에서 물체의 가려짐을 고려하여 상대적인 깊이 순서에 의해 정렬되는 계층을 분리하기 위한 새로운 움직임 분할 방법을 제안한다. 블록을 기반으로 한 움직임 추정 및 클러스터링 과정을 통하여 각 계층에 대한 블록영역을 구하고, 이 블록영역에 대하여 윤곽선 추출을 이용하여 각 계층에 대한 정확한 객체를 분리할 수 있다. 이러한 움직임 분할방법을 통한 동영상의 계층적인 표현은 영상에서 원하지 않는 물체, 전경, 배경의 제거나 기존의 영상을 이용한 새로운 영상의 합성에 이용될 수 있으며, 분할을 통해 얻어진 객체는 영상 압축, 영상 합성 등을 위한 데이터베이스에 저장되어 응용될 수 있다.

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Study on SDINS/GPS Kalman Filter using GPS carrier phase rate measurements (GPS 반송파 위상변화율을 이용한 SDINS/GPS 복합항법 필터 구성)

  • Park, Jun-Gu
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.34 no.11
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    • pp.42-46
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    • 2006
  • As an application of SDINS/GPS integration for its synergistic results, the SDINS alignments utilizing GPS carrier phase rate measurements. A measurement model of GPS carrier phase rate is derived in order to be used with SDINS alignment process. For in-flight alignment, the performance of the suggested SDINS/GPS integration method is analyzed using the covariance analysis and its results are confirmed by those of van test. Consequently, it is shown that all states of the SDINS integrated system by utilizing GPS carrier phase rate measurements can be estimated more efficiently than a general SDINS/GPS during in-flight alignment.

A study on Parallel Interference Cancellation scheme based sorting method for a Multi-carrier DS/CDMA System (MC-DS/CDMA 시스템에서 정렬기법을 이용한 병렬형 간섭제거기법의 성능개선에 관한 연구)

  • Park Jae-Won;Park Yong-Wan
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.42 no.1
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    • pp.17-27
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    • 2005
  • In this paper, we introduce a Parallel Interference Canceller (PIC) based sorting method to improve performance in the MC-DS/CDMA environment. A conventional PIC estimates and subtracts out all of the MAI (Multiple Access Interference) for each user in parallel. The parallel process ensures the low delay for the detection of all users. Also this scheme requires more stages for having better performance. Since the performance of PIC is strongly related to the correct MAI estimation, we introduce the IC (Interference Cancellation) scheme to estimate the accurate weaker signal group than the desired signal using conventional PIC. The principle of the proposed receiver sorts in descending order by the strength of signal and subtracts the MAI of the strong interferers from the desired signal for the accurate estimate of the weaker signals. Following this, the proposed scheme cancels out the improved weaker interference from the desired signal, using the output of the pre-step. In this result, the proposed system obtains better BER performance than the conventional PIC because the accuracy of the strong signal is improved. However, a disadvantage exists in that the processing time has slightly longer delay than the PIC owing to the power sorting and the MAI estimation process. The system performance evaluates and compares other non-liner It according to the number of sub-carriers in the limited-bandwidth.

정밀자세결정 시스템의 최적 운용 개념

  • Yoon, Jae-Cheol;Sin, Jae-Min;Moon, Hong-Youl;Lee, Jin-Ho;Chun, Yong-Sik;Cheon, Yee-Jin;Lee, Sang-Ryool
    • Aerospace Engineering and Technology
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    • v.4 no.1
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    • pp.114-121
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    • 2005
  • 다목적실용위성 2호 영상의 geo-location 정밀도 80 m (CE90) 요구사항을 만족시키기 위하여, 1개의 IRU 와 2개의 star tracker 들로부터 획득되는 데이터를 이용하여 지상에서 후처리 추정 과정을 거쳐 위성의 자세를 결정하는 정밀자세결정 시스템이 개발되었다. 정밀자세결정 시스템의 정밀도를 극대화하기 위해서는 우주 공간의 극심한 열적 환경으로 인해 발생하는 star tracker 정렬 오차를 효율적으로 보정하여야 한다. 정밀한 정렬 오차의 보정을 위해서는 영상 내에 촬영된 지상의 ground control point 데이터를 이용하여야 하는데, 현실적으로 한반도 모든 지역에 대해 ground control point 를 확보할 수 없다. 현재 항공우주연구원이 확보하고 있거나 이후 확보할 예정에 있는 고해상도 영상을 위한 ground control point 들은 대전지역에 국한될 예정이다. 이와 같은 상황에서 정밀자세결정 시스템의 성능을 높이기 위한 최적의 시스템 운용 개념을 본 연구에서 제시하였으며, 시뮬레이션을 통해 그 타당성을 분석하였다.

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