• 제목/요약/키워드: Spectrum estimation

검색결과 530건 처리시간 0.029초

로버스트 필터를 이용한 EEG 신호의 스펙트럼 추정 (Power Spectrum Estimation of EEG Signal Using Robust Filter)

  • 김택수;허재만
    • 대한의용생체공학회:의공학회지
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    • 제13권2호
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    • pp.125-132
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    • 1992
  • Background EEG signals can be represented as the sum of a conventional AR process and an innovation process. It Is know that conventional estimation techniques, such as least square estimates (LSE) or Gaussian maximum likelihood estimates (MLE-G ) are optimal when the innovation process satisfies the Gaussian or presumed distribution. When the data are contaminated by outliers, however, these assumptions are not met and the power spectrum estimated by conventional estimation techniques may be fatally biased. EEG signal may be affected by artifacts, which are outliers in the statistical term. So the robust filtering estimation technique is used against those artifacts and it performs well for the contaminated EEG signal.

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다경로인 경우 Eigen 구조를 이용하는 공간 스펙트럼 추정 알고리듬의 성능비교 (Performance Comparisons of Eigenstructure Based Spatial Spectrum Estimation Algorithms in a Multipath Environment)

  • 이충용;차일환;윤대희
    • 대한전자공학회논문지
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    • 제25권12호
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    • pp.1522-1531
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    • 1988
  • The purpose of this paper is to explain eigenstructure based spatial spectrum estimation algorithms computing better estimates than the other approaches. Also, as an approach to overcome performance degradations in a multipath environments, the notion of forward and backwark spatial smoothing is discussed. Intensive simulation results,which include the comparisons of the eigenbased spatial spectral estimation algorithms in the situations of faulty estimation of the number of signals, are presented. The simulation results have shown that overestimation of the number of signals is more desirable than underestimation in using EV (Eigen Vector) and MUSIC (Multiple Signal Classification) algorithms and that underestimation of the number of signals is better strategy than overestimation in using eigenstructure based LP(Linear Prediction) algorithms.

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국내외 판내부 지진기록을 이용한 한국 표준수평설계스펙트럼의 개발 (Development of Korean Standard Horizontal Design Spectrum Based on the Domestic and Overseas Intra-plate Earthquake Records)

  • 김재관;김정한;이진호;허태민
    • 한국지진공학회논문집
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    • 제20권6호
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    • pp.369-378
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    • 2016
  • The design spectrum for Korea, which is known to belong to an intra-plate region, is developed from the ground motion records of the earthquakes occurred in Korea and overseas intra-plate regions. The horizontal spectrum is defined as geometric mean spectrum, GMRotI50. From the statistical analysis of the geometric mean spectra, a mean plus one standard deviation spectrum in lognormal distribution is obtained. Regression analysis is performed on this curve to determine the shape of spectrum including transition periods. The developed design spectrum is valid for the estimation both spectral acceleration and displacement.

국내 공공안전재난구조 무선통신을 위한 주파수 소요량 산출 (Estimation of Spectrum Requirements for Korean Wireless Communication of Public Protection and Disaster Relief)

  • 이순화;윤재선;김장복;임승각
    • 한국인터넷방송통신학회논문지
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    • 제11권4호
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    • pp.209-216
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    • 2011
  • 효율적이고 체계적인 재난대응을 위해 공공안전재난구조 무선통신에서도 광대역 멀티미디어 서비스들의 요구가 점차 증대되고 있다. 최근 국내에서도 디지털 텔레비전 전환에 따른 여유 주파수를 공공안전재난구조 무선통신 주파수에 추가 할당할 수 있는지 여부를 방송통신위원회에서 검토하고 있다. 따라서 본 논문에서는 ITU-R M.1390에서 권고한 주파수 산출 방법론을 기반으로 하여 국내 공공안전재난구조 무선통신을 위한 입력 파라미터를 정의하고 요구되는 주파수 소요량을 산출하였다.

A new non-iterative procedure to estimate seismic demands of structures

  • Mechaala, Abdelmounaim;Chikh, Benazouz
    • Earthquakes and Structures
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    • 제22권6호
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    • pp.585-595
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    • 2022
  • Using the nonlinear static procedures has become very common in seismic codes to achieve the nonlinear response of the structure during an earthquake. The capacity spectrum method (CSM) adopted in ATC-40 is considered as one of the most known and useful procedures. For this procedure the seismic demand can be approximated from the maximum deformation of an equivalent linear elastic Single-Degree-of-Freedom system (SDOF) that has an equivalent damping ratio and period by using an iterative procedure. Data from the results of this procedure are plotted in acceleration- displacement response spectrum (ADRS) format. Different improvements have been made in order to have more accurate results compared to the Non Linear Time History Analysis (NL-THA). A new procedure is presented in this paper where the iteration process shall not be required. This will be done by estimation the ductility demand response spectrum (DDRS) and the corresponding effective damping of the bilinear system based on a new parameter of control, called normalized yield strength coefficient (η), while retaining the attraction of graphical implementation of the improved procedure of the FEMA-440. The proposed procedure accuracy should be verified with the NL-THA analysis results as a first implementation. The comparison shows that the new procedure provided a good estimation of the nonlinear response of the structure compared with those obtained when using the NL-THA analysis.

Complexity based Sensing Strategy for Spectrum Sensing in Cognitive Radio Networks

  • Huang, Kewen;Liu, Yimin;Hong, Yuanquan;Mu, Junsheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권9호
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    • pp.4372-4389
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    • 2019
  • Spectrum sensing has attracted much attention due to its significant contribution to idle spectrum detection in Cognitive Radio Networks. However, specialized discussion is on complexity-based sensing strategy for spectrum sensing seldom considered. Motivated by this, this paper is devoted to complexity-based sensing strategy for spectrum sensing. Firstly, three efficiency functions are defined to estimate sensing efficiency of a spectrum scheme. Then a novel sensing strategy is proposed given sensing performance and computational complexity. After that, the proposed sensing strategy is extended to energy detector, Cyclostationary feature detector, covariance matrix detector and cooperative spectrum detector. The proposed sensing strategy provides a novel insight into sensing performance estimation for its consideration of both sensing capacity and sensing complexity. Simulations analyze three efficiency functions and optimal sensing strategy of energy detector, Cyclostationary feature detector and covariance matrix detector.

기상 레이다에서의 도플러 주파수 추정 방법 개선에 관한 연구 (A Study on Improvement of Doppler Frequency Estimation Method in a Weather Radar)

  • 이종길
    • 한국정보통신학회논문지
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    • 제19권9호
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    • pp.1999-2005
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    • 2015
  • 기상 레이다에서는 비구름 등에 의한 전자파 반사 신호의 강도뿐만 아니라 풍속을 측정한다. 풍속은 반사 신호의 도플러 주파수를 추정하여 속도정보를 추출하게 된다. 도플러 주파수 추정을 위하여 상관(correlation) 방법이라 불리는 기법을 적용하고 있다. 이 방법은 상대적으로 계산 량이 적어 대부분의 기상 레이다에서 널리 활용되고 있다. 그러나 수신 신호의 스펙트럼이 비대칭형 형태로 나타나는 경우에는 도플러 주파수 추정에 심각한 오차가 발생할 수 있다. 따라서 본 논문에서는 기존의 방법을 개선하여 3차 위상추정 모델을 적용함으로서 더 정확한 평균 도플러 주파수 추정이 가능함을 다양한 모의실험 구현을 통하여 확인하였다.

생체내의 초음파 감쇄계수를 측정하기 위한 초음파 신호스펙트럼 특성에 관한 연구 (A Study on Spectral Characteristics of Ultrasonic Signal for Tissue Attennation Coefficient Measurement)

  • 허웅
    • 대한의용생체공학회:의공학회지
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    • 제4권1호
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    • pp.29-36
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    • 1983
  • In this paper, center frequency down slift of ultrasonic echo signals which for the measurements of frequency dependent attenuation in the biological tissue are estimated. Center frequency down shift of echo-signals are estimated after signal spectrum analysis of whole echo-signals. In case of signal spectrums are simple, estimation of down shift frequency is very simple and in case of complicate spectrum, estimation of down shift frequency is depend on spectral shape. In case of unable to estimate, frequency dependence of medium is nonlinear(n) 1), in which upper shift of spectrums are presented. In case of unable to estimate, spectrum analysis are performed at local position. At consquence, we know that spectral dispersions are caused complicately by biological tissue layer.

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위상 스펙트럼에 의한 USBL 수중위치 추정기법 연구 (USBL Underwater Positioning Algorithm using Phase Spectrum)

  • 이용곤;이상국;도경철
    • 한국군사과학기술학회지
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    • 제3권1호
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    • pp.85-91
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    • 2000
  • Underwater sensor accuracy test which measures the detection range and bearing accuracies of sonar simulates sonar transmitting ping and underwater radiating noise of target vessels. In this test, because the position of sonar target is the reference position of test, the sonar target position should be precisely estimated. Hence, this paper suggests to apply USBL algorithm which adopts cross phase spectrum of received sensor signals, and presents its performance by range and bearing estimation simulations. As a result of simulations, suggested algorithm shows good accuracy for underwater sensor accuracy test near 5㏈ SNR.

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Enhanced Channel Access Estimation based Adaptive Control of Distributed Cognitive Radio Networks

  • Park, Jong-Hong;Chung, Jong-Moon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권3호
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    • pp.1333-1343
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    • 2016
  • Spectrum sharing in centrally controlled cognitive radio (CR) networks has been widely studied, however, research on channel access for distributively controlled individual cognitive users has not been fully characterized. This paper conducts an analysis of random channel access of cognitive users controlled in a distributed manner in a CR network. Based on the proposed estimation method, each cognitive user can estimate the current channel condition by using its own Markov-chain model and can compute its own blocking probability, collision probability, and forced termination probability. Using the proposed scheme, CR with distributed control (CR-DC), CR devices can make self-controlled decisions based on the status estimations to adaptively control its system parameters to communicate better.