• Title/Summary/Keyword: 위치추정오차

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Error analysis for a strapdown inertial navigation system (스트랩다운 관성항법장치의 오차해석)

  • 심덕선;박찬국;송유섭
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.286-289
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    • 1986
  • 항법(navigation)은 기준좌표계에 대한 항체(vehicle)의 위치나 속도를 알아내기 위한 것으로 이를 위한 시스템이 관성항법장치(inertial navigation system-INS)이며 항법기능을 수행하기 위하여 항체에 놓여진 쎈서의 관성성질을 이용한다. INS는 specific force와 관성 각속도의 측정에서 얻은 데이타를 처리함으로 그 기능을 수행한다. 스트랩다운 INS(SINS)는 관성항법장치의 한 종류로 analytic INS라고도 하는데 기준좌표축을 유지하기 위하여 안정테이블을 사용하지 않고 쎈서들을 항체에 직접 부착시켜 초기상태와 현재상태와의 사이에 상대적인 회전방향을 해석적으로 계산한다. INS의 성능은 수많은 오차원(error source)의 함수로 주어지며 이 오차원 중에는 주위환경에 의한 것도 있고 INS 구성에 사용된 기구(instruments)와 관련된 것도 있다. INS 를 해석하는 목적은 항법의 정확도를 알아보는데 있으며 또한 각각의 오차원의 값을 추정하는 것도 부가적인 목적이 된다. 이러한 오차의 추정치는 사양(specification)을 모르는 부품의 성능을 식별하는데 사용될 수 있다. 따라서 INS를 해석함으로 INS를 구성하는 어떤 부품에 대한 성능이 어느정도 개선을 필요로 하는가 알 수 있다. 본 논문에서는 SINS의 오차원을 크게 고도계의 불확실성, 중력의 편향과 이상, 가속도계의 불확실성, 자이로의 불확실성의 네 그룹으로 나누어 상호분산해석(covariance analysis)방법으로 각 오차원이 시스템에 미치는 영향을 알아보았다.

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Comparison of Multi-Static Sonar Target Positioning Performance (다중상태 소나망 위치 추정 성능 비교)

  • Park, Chee-Hyun;Ko, Han-Seok
    • The Journal of the Acoustical Society of Korea
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    • v.26 no.4
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    • pp.166-172
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    • 2007
  • In this paper, we address the target positioning performance of Multi-Static sonar with respect to target positioning method and measurement error. Based on the analysis on two candidate solution approaches, namely, Least Square (LS) using range and angular information simultaneously and Maximum Likelihood (ML) using only range information as the existing information fusion methods for possible application to Multi-Static sonar, we propose to employ ML using range and angular information. Assuming that each sensor can receive range and angular information, we conduct representative comparison experiments over the existing and proposed methods under various measurement noise scenarios. We also investigate the target positioning performance according to number of sensors, distance between transmitter and receiver. According to the experimental results, RMSE of the proposed ML with distance and direction information is found to be more superior to ML using distance alone and to LS in case distance between transmitter and receiver is longer and number of receiver is smaller.

Performance enhancement of underwater acoustic source localization by nonlinear optimization of multiple parameters (다수 정보들의 비선형 최적화에 의한 수중 음원 위치 추정 성능 향상)

  • Yang, In-Sik;Kwon, Taek-Ik;Kang, Tae-Woong;Kim, Ki-Man
    • The Journal of the Acoustical Society of Korea
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    • v.36 no.6
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    • pp.419-424
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    • 2017
  • TDoA (Time Difference-of Arrival) or DoA (Direction-of-Arrival) can be used for source localization. However, the localizing performance is dependent on relative position between source and receivers, receivers' geometric structure, sound speed, and so on. In this paper we propose a source localization method with enhanced performance that combines multiple information. The proposed method uses the time TDoA, DoA and sound speed as variables. LM (Levenberg-Marquardt) method which is one of nonlinear optimizations is applied. The performances of the proposed method was evaluated by simulation. As result of simulation, the proposed method has the lower average localizing error performance than the previous method.

Pause Predictor for Korean Text-to-Speech conversion (한국어 음성합성기용 끊어읽기 추정기)

  • 이정철;김상훈;성굉모
    • The Journal of the Acoustical Society of Korea
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    • v.17 no.5
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    • pp.51-56
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    • 1998
  • 문장내 휴지구간의 위치와 길이는 합성음의 자연성을 결정짓는 주요 운율 파라미터 중 하나이다. 본 연구에서는 한국어 음성합성기의 합성음 생성에서 자연성 개선을 위해서 문장내 끊어읽기 위치 및 길이를 추정하기 위한 방법을 제안한다. 먼저 실제 발화에서 끊어 읽기가 발생하는 요인을 검토하였다. 그리고 이들 요인에 부합하여 텍스트에 4단계의 끊어 읽기를 표기함으로써 다량의 데이터를 확보하고 이를 이용한 NN 학습 결과와 HMM 추정 기의 성능을 비교 검토한다. 현재까지의 결과로는 NN 학습의 경우 끊어읽기 없는 경우와 긴 끊어읽기의 추정에서는 우수한 예측능력을 보이지만 짧은 끊어읽기, 중간 끊어읽기의 경 우는 HMM의 성능이 우수한 것으로 판명되었다. 전반적인 성능에서는 HMM이 우수하며 끊어읽기 종류에 따라 추정오차가 10∼25%로서 안정적인 결과를 얻었으며 TTS에의 활용 가능성을 보였다.

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DOA Estimation of New Appearing Source in Wideband Multisource Beamforming with Array Sensor Position Calibration Algorithm (어레이 센서 위치보정 알고리즘을 적용한 광대역 다중 신호원 빔형성에서 새로운 신호원의 도래방향 추정)

  • 심재광;강성현;윤원식
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.3
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    • pp.49-54
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    • 1999
  • In this paper, we propose a new method to estimate the initial DOA of a new appearing source in wideband multisource beamforming and tacking with array sensor position calibration algorithm. By using a beampattern formula for initial DOA detection, the proposed method keeps estimation error within possible tracking range and can be applied to several beamformers with different mainlobe width by adjusting DOA resolution. The simulation results show the performances of source detection and tracking.

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Design of Node Position Estimation System for Sensor Networks (센서 네트워크의 노드 위치 추정 시스템 설계)

  • Rhim, Chul-Woo;Kim, Young-Rag;Kang, Byung-Wook
    • Journal of Korea Multimedia Society
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    • v.12 no.10
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    • pp.1436-1449
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    • 2009
  • The value of sensing information is decided according to positions of sensor nodes, which are very important in sensor networks. In this paper, we propose a method that estimates positions of nodes by using adjacent node information and received signal strength in a sensor network. With the proposed method, we can find positions of nodes easily because we use information that nodes have. Moreover, we can find distribution easily for all the nodes because we can measure a relative position for a node whose position is not known based on anchor nodes whose positions are already known. We utilized Use case diagram, activity diagram and State machine diagram among several diagrams of UML to implement proposed method in sensor networks that is dynamic system. We can understand exact flow for each function of the proposed method in node position estimation system can be implemented easily. And we can be confirmed that the position of estimated nodes has a little error.

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An Accuracy Analysis on the Broadcast Ephemeris and IGS RTS (방송궤도력과 IGS RTS의 정확도 분석)

  • Kim, Mingyu;Kim, Jeongrae
    • Journal of Advanced Navigation Technology
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    • v.20 no.5
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    • pp.425-432
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    • 2016
  • When user estimates user's position, GPS positions can be obtained from the navigation message transmitted from the GPS. However, the broadcast ephemeris cannot be used in the applications required high-level accuracies because it can cause errors of several meters. To correct satellite positions and clocks, user can use RTS corrections provided by IGS. In this paper, the accuracy of broadcast and RTS corrections are analyzed by comparing with the IGS final for 3-months. The RTS errors are analyzed for each user's locations and satellite blocks. The correlations between errors and shadow condition, and solar and geomagnetic activities are analyzed. The latency is applied to the RTS corrections, and these are extrapolated by polynomial. Then, the extrapolated RTS are compared with true RTS. The single-day performances of the PPP by broadcast ephemeris and RTS corrected ephemeris are analyzed. As a result, RTS 3D orbit and clock errors are 1/20 and 1/3 less than broadcast ephemeris errors. 3D positioning error of the RTS is 1/5 less than that of broadcast ephemeris.

A BLUE Estimator of 3-D Positioning by TDOA Method (TDOA 방식 기반 3-D 위치 추정을 위한 BLUE 추정기)

  • Lee, Young-Kyu;Yang, Sung-Hoon;Kwon, Tac-Yung;Lee, Chang-Bok;Park, Byung-Koo;Lee, Won-Jin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37B no.10
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    • pp.912-920
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    • 2012
  • In this paper, we derived a closed-form equation of a Best Linear Unbiased Estimator (BLUE) estimator for the 3 dimensional estimation of the position of the emitter based on the Time Difference of Arrival (TDOA) technique. The BLUE derived for the case of estimating 3 dimensional position of the emitter with 4 base stations or sensors, and for this purpose, we used an approximated equation of the TDOA hyperbola equation obtained from the first order Taylor-series after setting the reference points of the position. The derived equation can be used for any kind of noises which are uncorrelated in each other in the TOA measurement noises and for a white Gaussian noise also.

An efficient space dividing method for the two-dimensional sound source localization (2차원 상의 음원위치 추정을 위한 효율적인 영역분할방법)

  • Kim, Hwan-Yong;Choi, Hong-Sub
    • The Journal of the Acoustical Society of Korea
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    • v.35 no.5
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    • pp.358-367
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    • 2016
  • SSL (Sound Source Localization) has been applied to several applications such as man-machine interface, video conference system, smart car and so on. But in the process of sound source localization, angle estimation error is occurred mainly due to the non-linear characteristics of the sine inverse function. So an approach was proposed to decrease the effect of this non-linear characteristics, which divides the microphone's covering space into narrow regions. In this paper, we proposed an optimal space dividing way according to the pattern of microphone array. In addition, sound source's 2-dimensional position is estimated in order to evaluate the performance of this dividing method. In the experiment, GCC-PHAT (Generalized Cross Correlation PHAse Transform) method that is known to be robust with noisy environments is adopted and triangular pattern of 3 microphones and rectangular pattern of 4 microphones are tested with 100 speech data respectively. The experimental results show that triangular pattern can't estimate the correct position due to the lower space area resolution, but performance of rectangular pattern is dramatically improved with correct estimation rate of 67 %.

An analysis of the moving speed effect of the receiver array on the passive synthetic aperture signal processing (수동형 합성개구 신호처리에서 수신 배열 센서의 이동 속도에 대한 영향 분석)

  • Kim, Sea-Moon;Byun, Sung-Hoon;Oh, Sehyun
    • The Journal of the Acoustical Society of Korea
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    • v.35 no.2
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    • pp.125-133
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    • 2016
  • In order to obtain high-resolution seafloor images, research on SA (Synthetic Aperture) processing and the development of related underwater systems have been performed in many countries. Recently the SA processing is also recognized as an important technique in Korea and researchers started related basic study. However, most previous studies ignored the Doppler effect by a moving receiver array. In this paper reconstructed SAS (Synthetic Aperture Sonar) images and position errors are analyzed according to the speed of a moving array for understanding its moving effect on the SAS images. In the analysis the spatial frequency domain interpolation algorithm is used. The results show that as the moving speed of the array increases the estimated position error also increases and image distortion gets worse when we do not consider the array motion. However, if the compensated receiver signals considering the array motion are used the position error and image distortion can be eliminated. In conclusion a signal processing scheme which compensates the Doppler effect is necessary especially in the condition where the array speed is over 1 m/s.