• Title/Summary/Keyword: Error estimation

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능동위상배열안테나의 급전신호 오차 추정에 관한 연구 (A Study on Excitation Error Estimation for Active Phased Array Antenna)

  • 정현종;정진우;임영석
    • 한국전자통신학회논문지
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    • 제17권1호
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    • pp.23-30
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    • 2022
  • 능동위상배열안테나 시스템은 각 방사 소자에 급전되는 신호의 크기 및 위상을 조절하여 빔 조향, 다중 빔 형성, 적응형 빔 형성 등을 할 수 있다. 능동위상배열안테나 시스템을 이용하여 원하는 방사특성을 얻기 위해서는 각 방사 소자에 정확한 신호의 크기 및 위상값이 급전되어야 한다. 그러나 다양한 원인에 의해 급전 신호 오차가 발생하며, 본 논문에서는 이와 같은 급전 신호의 오차 값을 산출하는 방법을 제안하였다. 제안된 방법은 급전 신호의 오차 추정 절차가 간단하며, 급전 신호 크기 및 위상 오차를 빠르고 정확하게 탐색할 수 있다.

SDR Based Modulation Performance of RF Signal under Different Communication Channel

  • Shabana Habib
    • International Journal of Computer Science & Network Security
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    • 제24권3호
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    • pp.182-188
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    • 2024
  • Hardware components are an integral part of Hardware Define Radio (HDR) for seamless operations and optimal performance. On the other hand, Software Define Radio (SDR) is a program that does not rely on any hardware components for its performance. Both of the latter radio programmers utilize modulation functions to make their core components from signal processing viewpoint. The following paper concentrates on SDR based modulation and their performance under different modulations. The bit error rate (BER) of modulations such as PSK, QAM, and PSAM were used as indicators to test channel quality estimation in planar Rayleigh fading. Though it is not commonly used for channel fading, the method of the adder determines the regionally segmented channel fading. Thus, the estimation error of the channel change substantially reduces the performance of the signal, hence, proving to be an effective option. Moreover, this paper also elaborates that BER is calculated as a function of the sample size (signal length) with an average of 20 decibels. Consequently, the size of the results for different modulation schemes has been explored. The analytical results through derivations have been verified through computer simulation. The results focused on parameters of amplitude estimation error for 1dB reduction in the average signal-to-noise ratio, while the combined amplitude deviation estimation error results are obtained for a 3.5 dB reduction

Error estimation for 2-D crack analysis by utilizing an enriched natural element method

  • Cho, J.R.
    • Structural Engineering and Mechanics
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    • 제76권4호
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    • pp.505-512
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    • 2020
  • This paper presents an error estimation technique for 2-D crack analysis by an enriched natural element (more exactly, enriched Petrov-Galerkin NEM). A bare solution was approximated by PG-NEM using Laplace interpolation functions. Meanwhile, an accurate quasi-exact solution was obtained by a combined use of enriched PG-NEM and the global patch recovery. The Laplace interpolation functions are enriched with the near-tip singular fields, and the approximate solution obtained by enriched PG-NEM was enhanced by the global patch recovery. The quantitative error amount is measured in terms of the energy norm, and the accuracy (i.e., the effective index) of the proposed method was evaluated using the errors which obtained by FEM using a very fine mesh. The error distribution was investigated by calculating the local element-wise errors, from which it has been found that the relative high errors occurs in the vicinity of crack tip. The differences between the enriched and non-enriched PG-NEMs have been investigated from the effective index, the error distribution, and the convergence rate. From the comparison, it has been justified that the enriched PG-NEM provides much more accurate error information than the non-enriched PG-NEM.

Performance Analysis of Location Estimation Algorithm Using an Enhanced Decision Scheme for RTLS

  • Lee Hyun-Jae;Jeong Seung-Hee;Oh Chang-Heon
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2006년도 춘계종합학술대회
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    • pp.397-401
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    • 2006
  • In this paper, we proposed a high precision location estimation algorithm using an enhanced decision scheme for RTLS and analyzed its performance in point of an average estimation error distance at 2D coordinates searching area, $300m\times300m$ and LOS propagation environments. Also the performance was compared with that of conventional TDOA algorithm according to the number of available reader and received sub-blink. From the results, we confirmed that the proposed location estimation algorithm using an enhanced decision scheme was able to improve an estimation accuracy even in boundary region of searching area. Moreover, effectively reduced an error distance in entire searching area so that increased the stability of location estimation in RTLS. Therefore, we verified that the proposed algorithm provided a more higher estimation accuracy and stability than conventional TDOA.

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A Joint Channel Estimation and Data Detection for a MIMO Wireless Communication System via Sphere Decoding

  • Patil, Gajanan R.;Kokate, Vishwanath K.
    • Journal of Information Processing Systems
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    • 제13권4호
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    • pp.1029-1042
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    • 2017
  • A joint channel estimation and data detection technique for a multiple input multiple output (MIMO) wireless communication system is proposed. It combines the least square (LS) training based channel estimation (TBCE) scheme with sphere decoding. In this new approach, channel estimation is enhanced with the help of blind symbols, which are selected based on their correctness. The correctness is determined via sphere decoding. The performance of the new scheme is studied through simulation in terms of the bit error rate (BER). The results show that the proposed channel estimation has comparable performance and better computational complexity over the existing semi-blind channel estimation (SBCE) method.

Maximum Canopy Height Estimation Using ICESat GLAS Laser Altimetry

  • Park, Tae-Jin;Lee, Woo-Kyun;Lee, Jong-Yeol;Hayashi, Masato;Tang, Yanhong;Kwak, Doo-Ahn;Kwak, Han-Bin;Kim, Moon-Il;Cui, Guishan;Nam, Ki-Jun
    • 대한원격탐사학회지
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    • 제28권3호
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    • pp.307-318
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    • 2012
  • To understand forest structures, the Geoscience Laser Altimeter System (GLAS) instrument have been employed to measure and monitor forest canopy with feasibility of acquiring three dimensional canopy structure information. This study tried to examine the potential of GLAS dataset in measuring forest canopy structures, particularly maximum canopy height estimation. To estimate maximum canopy height using feasible GLAS dataset, we simply used difference between signal start and ground peak derived from Gaussian decomposition method. After estimation procedure, maximum canopy height was derived from airborne Light Detection and Ranging (LiDAR) data and it was applied to evaluate the accuracy of that of GLAS estimation. In addition, several influences, such as topographical and biophysical factors, were analyzed and discussed to explain error sources of direct maximum canopy height estimation using GLAS data. In the result of estimation using direct method, a root mean square error (RMSE) was estimated at 8.15 m. The estimation tended to be overestimated when comparing to derivations of airborne LiDAR. According to the result of error occurrences analysis, we need to consider these error sources, particularly terrain slope within GLAS footprint, and to apply statistical regression approach based on various parameters from a Gaussian decomposition for accurate and reliable maximum canopy height estimation.

오차추정에 의한 순응형요소분할과 다단계 유한요소해석 (Adaptive Mesh Refinement and Multigrid FEM by Error Estimation)

  • 양박달치;황명연
    • 대한조선학회논문집
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    • 제33권1호
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    • pp.90-97
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    • 1996
  • 최적의 유한요소분할은 모든요소의 해석오차가 허용수준이내에 들고 균일하도록 함을 의미한다. 이러한 유한요소분할은 구조해석을 효율적으로 수행하기 위하여 필요하다. 최적요소분할을 위해서는 오차추정과 그 결과를 고려하여 요소분할을 수행할 수 있는 순응형 요소생성기법이 요구된다. 이러한 과정의 유한요소해석은 초기의 해석결과의 정보로 부터 해석오차를 추정하고 순응형 유한요소를 생성하여 다음단계의 유한요소해석을 효율적으로 수행 가능하게 한다. 본 연구에서는 유한요소해석 오차추정과 이를 다음 단계의 유한요소해석에 적응하는 다단계 유한요소해석기법 개발을 위한 기초연구를 수행하였다. 본 연구의 순응형 유한요소분할에는 삼각형요소를 사용하였고 해석 후 오차추정에는 응력투영법을 사용하였다. 또한 오차추정, 요소분할과 유한요소해석을 효율적으로 수행하는 다단계기법의 알고리즘을 제안하였다.

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비파괴 시험에 의한 혼화재를 사용한 콘크리트의 강도 추정식 제안에 관한 연구 (A Study on the proposal of Strength Presumption Equation of Concrete Using Admixture by Nondestructive Testing)

  • 김정섭;신용석;김경옥
    • 한국건축시공학회지
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    • 제6권3호
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    • pp.59-66
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    • 2006
  • This study aims to estimate strength approximate to actual concrete strength by presenting appropriate non-destructive strength estimation expression with admixtures such as fly ash, blast furnace slag and silica fume which are used as cement substitute and owing to theirs of cement owing to their equal conditions to blending characteristics of concrete used for domestic structures and their recyclable properties. As a result of comparing error rate of existing expressions and this estimation expression, error rate of this estimation is reduced compared to existing expressions and has higher reliability. When conventional concrete expression is applied to admixture concrete, error rate occurs and then this study suggests the following estimation expressions depending on types of admixture concrete.

Segment Training Based Individual Channel Estimation for Multi-pair Two-Way Relay Network with Power Allocation

  • He, Xiandeng;Zhou, Ronghua;Chen, Nan;Zhang, Shun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권2호
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    • pp.566-578
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    • 2018
  • In this paper, we design a segment training based individual channel estimation (STICE) scheme for the classical two-way relay network (TWRN) with multi-pair sources (MPS) and amplify-and-forward (AF). We adopt the linear minimum mean square error (LMMSE) channel estimator to minimize the mean square error (MSE) without channel estimation error, where the optimal power allocation strategy from the relay for different sources is obtained. Then the MSE gains are given with different source pairs among the proposed power allocation scheme and the existing power allocation schemes. Numerical results show that the proposed method outperforms the existing ones.

SRM 제어방법들에 대한 적응관측기들의 분석 (Study on the analysis Adaptive Observers to Control SRM Control Meathod)

  • 신재화
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 학술대회 논문집 전문대학교육위원
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    • pp.160-164
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    • 2007
  • MRAS observer, which is based on adaptive control theory, estimates speed and position by using optimal observer gains on the basis of Lyapunov stability theory. However, in case of MRAS theory, position estimation error is in existence because of non-linearity for inductance variation and limit cycles for position estimation. The adaptive sliding observer based on the variable structure control theory estimates the speed and position for zero of estimation error by using the sliding surface equal to the error between speed and position estimation. The binary observer estimates the rotor speed and rotor flux with alleviation of the high-frequency chattering, and retains the benefits achieved in the conventional sliding observer, such as robustness to parameter and disturbance variations. The speed and position sensorless control of SRM under the load and inductance variation is verified by the experimental results.

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