• Title/Summary/Keyword: Uncertainty estimation

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Attitude Estimation of Unmanned Vehicles Using Unscented Kalman Filter (무향 칼만 필터를 이용한 무인 운송체의 자세 추정)

  • Song, Gyeong-Sub;Ko, Nak-Yong;Choi, Hyun-Seung
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.1
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    • pp.265-274
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    • 2019
  • The paper describes an application of unscented Kalman filter(UKF) for attitude estimation of an unmanned vehicle(UV), which is equipped with a low-cost attitude heading reference system (AHRS). The roll, pitch and yaw required at the correction stage of the UKF are calculated from the measurements of acceleration and geomagnetic field. The roll and pitch are attributed to the measurement of acceleration, while yaw is calculated from the geomagnetic field measurement. Since the measurement of geomagnetic field is vulnerable to distortion by hard-iron and soft-iron effects, the calculated yaw has more uncertainty than the calculated roll and pitch. To reduce the uncertainty of geomagnetic field measurement, the proposed method estimates bias in the geomagnetic field measurement and compensates for the bias for more accurate calculation of yaw. The proposed method is verified through navigation experiments of a UV in a test pool. The results show that the proposed method yields more accurate attitude estimation; thus, it results more accurate location estimation.

Uncertainty of Online TOC Analyzer in Water Quality Monitoring System (수질자동측정시스템에서 온라인 TOC 자동측정장치의 불확도 산출)

  • Lee, Chung-Yul;Lee, Yong-Woon;Lee, Jun-Hung;Lim, Boung-Jin;Kwon, Young-Jin;Khang, Bum-Ju;Hong, Young-Min
    • Korean Journal of Ecology and Environment
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    • v.40 no.2
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    • pp.193-200
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    • 2007
  • The objective of this study was to estimate uncertainty of online TOC analyzer in water quality monitoring system. A procedure for the estimation of measurement uncertainty of total organic compounds (TOC) based on the ISO approach is presented. It is based on a mathematical model that involves 4 input parameters (standardization, sensitivity, solute effect and representativeness). In this study, a major problem in estimating the uncertainty of online TOC analyzer was the solute effect. It was strongly depends on organic materials. So homogeneity of the sample is the most important consideration. Modified concentration and combined standard uncertainty was $4.71{\pm}0.36$ mg $L^{-1}$ by model modified in this study.

Analyzing the Uncertainty of Traffic Link Flow, and Estimation of the Interval Link Flow using Korea Transport Data Base (기종점 통행량 변화에 따른 링크 교통량 추정의 불확실성에 관한 연구 (국가교통DB를 이용한 구간 링크 교통량 추정을 중심으로))

  • Kim, Gang-Su;Kim, Jin-Seok;Jo, Hye-Jin
    • Journal of Korean Society of Transportation
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    • v.27 no.1
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    • pp.117-127
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    • 2009
  • This study analyzed the uncertainty of the forecasted link traffic flow, and estimated of the interval link flow using Korea Transport Data Base (KTDB) to consider those risks into the feasibility study. In the paper, the uncertainty was analyzed according to the stochastic variation of the KTDB origin-destination traffic. It was found that the uncertainty of the entire network traffic forecasts was 15.4% in average,. when the stochastic variation of the KTDB was considered. The results showed that the more congested the roads were, the bigger the uncertainty of forecasted link traffic flow were found. In particular, we estimated the variance of the forecasted traffic flow, and suggested interval estimates of the forecasted traffic flow instead of point estimates which were presented in the common feasibility studies. These results are expected to contribute the quantitative evaluation of uncertain road investment projects and to provide valuable information to the decision makers for the transport investment.

Analysis on the Propagated Uncertainty of Output Power of Class-F Power Amplifiers from DC Biasing and Its Optimization (F급 전력증폭기의 출력 전력 불확도에 대한 DC 영향 분석 및 최적 바이어스 조건 도출에 관한 연구)

  • Park, Youngcheol;Yoon, Hoijin
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.25 no.2
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    • pp.183-188
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    • 2014
  • In this paper, the propagation effect of power supply uncertainty on the output of class-F power amplifier has been estimated. Also, a 1.9 GHz, 10 watt class-F power amplifier was measured to verify the estimation and to find the optimal biasing point. By approximating the propagation theory of uncertainties, the propagation effect of bias uncertainty was mathmatically calculated. As a result, the DC biases have propagated uncertainties of 15~70 mW. However, at the optimized bias point, the uncertainty in the output power could be dropped less than 15 mW while the output power has dropped by 0.37 dB.

Estimation of Over Consolidation Ratio in Southern Coasts (남해안 지역의 과압밀비에 대한 평가)

  • Kang, Seokbeom;Heo, Yol;Bae, Wooseok
    • Journal of the Korean GEO-environmental Society
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    • v.13 no.4
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    • pp.93-104
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    • 2012
  • Efforts to understand and develop reasonable analysis methods for the uncertainty of ground have been made since the 20th century, and the concept of safety factor has been used. However, this concept has limitation in measuring the relative reliability of ground structures because the representative values of the actually used factors have uncertainty. Nevertheless, there is no method to completely remove uncertainty. In most cases, the ground investigation results in Korea are not enough for applying such statistical methods. Furthermore, performing a design without accurate investigation of consolidation state even though consolidation characteristics such as settlement and consolidation velocity vary greatly by the consolidation history can lead to many problems. Therefore, in this paper, as part of the effort to reduce the uncertainty of design around over consolidation ratio among the consolidation factors, the consolidation state was assessed on the basis of the results of high-quality laboratory tests that were performed in Gwangyang and Busan in the southern coast of Korea. Furthermore, consolidation characteristics such as over consolidation ratio by depth were proposed for different regions through statistical processes such as the test of normality and the removal of abnormal values to reduce the uncertainty of design parameters.

Uncertainty Evaluation of the Analysis of 11-Nor-9-carboxy-${\Delta}^9$-tetrahydrocannabinol in Human Urine by GC/MS (GC/MS를 이용한 소변 중 대마 대사체 분석의 측정불확도 평가)

  • Kim, Jin-Young;Jeong, Jae-Chul;Suh, Sung-Ill;Suh, Yong-Jun;Lee, Jeong-Jik;Kim, Jong-Sang;In, Moon-Kyo
    • YAKHAK HOEJI
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    • v.52 no.6
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    • pp.480-487
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    • 2008
  • We described an estimation of measurement uncertainty in quantitative analysis of 11-nor-9-carboxy-${\Delta}^9$-tetrahydrocannabinol (THCCOOH), the major metabolite of ${\Delta}^9$-tetrahydrocannabinol, in urine sample by solid-phase extraction (SPE) and GC/MS detection. The analytical results were compared and the different contributions to the uncertainty were evaluated. Inter-day and inter-person validation were performed using statistical analysis of several indicative factors. Measurement uncertainty associated with target analyte in real forensic samples was estimated using quality control (QC) data. Traceability of measurement was established through traceable standards, calibrated volumetric glassware and volume measuring device. The major factors of contribution to combined standard uncertainty, were calibration linearity, inter-day repeatability and inter-person reproducibility, while those associated with preparation of analytical standards and sampling volume were not so important considering the degree of contribution. Relative combined standard uncertainties associated with the described method was 12.05% for THCCOOH.

Stabilizing control of uncertain system with pole estimation (시스템 극점 추정에 의한 불확실한 시스템의 안정화 제어)

  • 이장규;한형석
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10a
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    • pp.435-438
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    • 1990
  • A new robust stabilizing method of uncertain system is proposed. The model uncertainty is considered to be the system matrix perturbations. The region of perturbed system eigenvalues are estimated by union of the disks which have the constant radius. Full state feedback control matrix which satisfies the new stabilization condition can be obtained by weighted LQ regulator or pole assignment technique.

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