• 제목/요약/키워드: Noise Correlation Matrix

검색결과 69건 처리시간 0.03초

Optimal Amplify-and-Forward Scheme for Parallel Relay Networks with Correlated Relay Noise

  • Liu, Binyue;Yang, Ye
    • ETRI Journal
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    • 제36권4호
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    • pp.599-608
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    • 2014
  • This paper studies a parallel relay network where the relays employ an amplify-and-forward (AF) relaying scheme and are subjected to individual power constraints. We consider correlated effective relay noise arising from practical scenarios when the relays are exposed to common interferers. Assuming that the noise covariance and the full channel state information are available, we investigate the problem of finding the optimal AF scheme in terms of maximum end-to-end transmission rate. It is shown that the maximization problem can be equivalently transformed to a convex semi-definite program, which can be efficiently solved. Then an upper bound on the maximum achievable AF rate of this network is provided to further evaluate the performance of the optimal AF scheme. It is proved that the upper bound can be asymptotically achieved in two special regimes when the transmit power of the source node or the relays is sufficiently large. Finally, both theoretical and numerical results are given to show that, on average, noise correlation is beneficial to the transmission rate - whether the relays know the noise covariance matrix or not.

Generalized Asymmetrical Bidirectional Associative Memory for Human Skill Transfer

  • T.D. Eom;Lee, J. J.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.482-482
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    • 2000
  • The essential requirements of neural network for human skill transfer are fast convergence, high storage capacity, and strong noise immunity. Bidirectional associative memory(BAM) suffering from low storage capacity and abundance of spurious memories is rarely used for skill transfer application though it has fast and wide association characteristics for visual data. This paper suggests generalization of classical BAM structure and new learning algorithm which uses supervised learning to guarantee perfect recall starting with correlation matrix. The generalization is validated to accelerate convergence speed, to increase storage capacity, to lessen spurious memories, to enhance noise immunity, and to enable multiple association using simulation work.

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능동회로에서의 노이즈 규명 및 MPM기법을 통한 저감 (Noise identification on active circuits and reduction using MPM technique)

  • 오경석;이종복;고일관;허춘
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 제36회 하계학술대회 논문집 D
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    • pp.3063-3065
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    • 2005
  • In the raper, the noise involved on the active circuit is identified using correlation function. In order to identify the unknown noise source location, signals from each points on the system are detected and the location is identified by a concept calico Noise Source Surface. The fault diagnosis method is suggested for each element by identifying the noise source in active circuit using SVM. Experiment is conducted to confirm the validity of the proposed method. Also a method to reduce and control the noise in the system signal by using Matrix Pencil Method is introduced.

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예인선배열 센서를 이용한 전방위 표적방위 탐지기 구현 (Implementation of the omnidirectional target bearing detector utilizing towed linear arrays)

  • 이성은;천승용;황수복;이형욱
    • 한국군사과학기술학회지
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    • 제5권1호
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    • pp.59-64
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    • 2002
  • Passive sonar system forms the various beams in any desired directions to obtain the improvement in Signal-to-Noise(S/N) ratio, bearing detection and localization of targets, and the attenuation of interferences from other directions. Detection of modern underwater targets is becoming increasingly difficult as noise reduction technology leads to considerably low-level acoustic emissions. Therefore, the improvement of beamforming is very important to detect modern underwater targets at the long range in the complex environmental sea. Also, to react to the fast attack mobiles such as torpedoes, port and starboard discrimination is required to be performed very quickly. In this paper, we proposed the implementation of omnidirectional target bearing detector without port and starboard ambiguity to detect effectively the low-level underwater targets. The port and starboard discrimination is performed by cardioid processing and the improvement of beamforming utilizes the cross correlation matrix of individual hydrophone pairs of linear array sensors. The sea test result shows that the system implemented is good for the detection of the low-level underwater targets.

칵핏 흡차음 성능 예측을 위한 Virtual SEA 의 활용 (Application of Virtual SEA for the Prediction of Acoustic Performance of Cockpit)

  • 정원태;고창성;박경환
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2007년도 추계학술대회논문집
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    • pp.903-912
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    • 2007
  • One of the crucial factors which determine the quality and the accuracy of SEA model is how subsystems are defined. Experimental SEA technique had been a unique way to divide entire systems accurately for mid-frequency range, until FEA based virtual FRF response technique, virtual SEA method presented. Virtaul SEA has been developed for predictive SEA tool in early design process. In this study, Modal analysis results from modified crash FE model is used for Statistical transfer matrix. Observation nodes on the cockpit are grouped by attractive substructuring method based on point to point transfer and correlation matrix. Complex cockpit structure is divided into subsystems by automatic substructuring. Comparison with experimental SEA results validates the application of Virtual SEA to cockpit.

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고유벡터와 고유치를 고려한 모형 프레임의 유한요소 모델 개선에 관한 연구 (A Study on the Improvement of Finite Element Model for Scaled Frame by Considering Eigenvectors and Eigenvalues)

  • 김병곤;정태진;이종길;허덕재
    • 소음진동
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    • 제10권6호
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    • pp.1009-1016
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    • 2000
  • This paper describes the procedure of increasing the efficiency of experimental modal analysis and updating the quality of FE model using the scaled commercial vehicle frame. In this study, it was found that the experimental modal analysis could be more efficient when the measurements were made on the areas with high kinetic energies. Such areas could be located with the aid of FE modal analysis. Also, the number of measurement points could be decided by considering the dynamic characteristics of full FE model. The correlation of FE model and experimental modal analysis was assessed by the differences between the natural frequencies and MAC matrix, which is based on normal modes. These differences of modal parameters were reduced through the sensitivity and optimization analysis of which objective function consisted of the errors of natural frequencies and the diagonal terms of MAC matrix.

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A New Diversity Combining Scheme Based on Interleaving Method for Time-of-arrival Estimation of Chirp Signal

  • Jang, Seong-Hyun;Chong, Jong-Wha
    • 전기전자학회논문지
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    • 제16권2호
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    • pp.153-158
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    • 2012
  • A new diversity combining scheme is proposed for time-of-arrival (TOA) estimation of chirp signal in dense multipath channel. In the multipath channel, the performance of TOA estimation using conventional correlation matrix-based diversity combining scheme is degraded due to the lack of de-correlation effect. To increase the de-correlation effect, the proposed diversity scheme employs interleaving method based on the property of de-chirped signal. As a result, the proposed scheme increases de-correlation effect and also reduces the noise of TOA estimation. Finally, the diversity achieved from the proposed scheme improves TOA estimation performance. The de-correlation effect is analyzed mathematically. The estimation accuracy of the proposed diversity scheme is superior to that of conventional diversity scheme in multipath channel.

도래방향 추정을 위한 MUSIC 알고리즘의 설계 (Design of MUSIC Algorithm for DOA estimation)

  • 박병우;정봉식
    • 융합신호처리학회논문지
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    • 제7권4호
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    • pp.189-194
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    • 2006
  • 본 논문에서는 고해상도 도래방향 추정기법인 MUSIC(Multiple Signal Classification) 알고리즘의 설계에 대해서 연구하였다. MUSIC 알고리즘은 고유벡터와 방향벡터의 요소가 복소수이기 때문에 하드웨어 구현을 위해서는 입력상관행렬을 확장하거나 유니터리(Unitary) 개념을 적용해야 한다. 이에 따라 MUSIC 알고리즘의 방향벡터와 잡음고유벡터가 서로 직교한다는 성질을 이용하여, 소자 간격과 도래방향을 고려한 기지의 방향벡터와 신호에 의한 잡음고유벡터의 실수연산을 통해 도래방향을 구하였다. 본 논문에서는 MUSIC 알고리즘을 안테나 소자가 2개, 소자 간격이 0.5A인 경우에 대해서 하드웨어 구현이 가능하도록 Verilog HDL(Verilog Hardware Description Language)을 이용하여 설계하고 결과를 확인하였다.

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전기비저항, 바크하우젠노이즈 및 탄화물 분석법을 이용한 2.25Cr-1Mo 강의 열화도 평가 (Evaluation of degradation in aged 2.25CrMo steel by electrical resistivity, magnetic Barkhausen noise and carbide analysis)

  • 변재원;표승우;권숙인
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 추계학술대회논문집A
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    • pp.210-215
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    • 2001
  • The ferritic 2.25CrMo steel has been used for high temperature structure applications such as turbine rotors, boilers and pressure vessels in fossil plant and petroleum chemical facilities. However, this steel is known to result in aging degradation due to temper embrittlement, carbide induced brittleness and softening of matrix after long time exposure to high temperature. This research investigated the microstructural and mechanical changes after artificial degradation treatment and evaluated the degree of degradation by several nondestructive methods. The decrease of electrical resistivity and increase of magnetic Barkhausen noise(RMS voltage) with increasing aging time were observed. The change of electrical resistivity and Barkhausen noise showed a good correlation with the ductile-brittle transition temperature.

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광대역 코드분할 다중화 시스템 수신기의 성능 분석 (Performance Analysis of a Receiver for WCDMA Systems)

  • 박중후
    • 한국음향학회지
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    • 제20권6호
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    • pp.87-93
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    • 2001
  • 본 논문에서는 일반적인 코드분할 다중화 시스템을 위해 저자가 제안하였던 유사 역상관기를 변형하여 광대역 코드분할 다중화 시스템에 적합한 수신기를 설계하고, 백색 가우시안 채널 환경에서 성능을 분석하고 있다. 설계된 수신기에서는 판단변수에 포함되어 있는 다중사용자 간섭신호를 분석하여, 송신된 신호의 각 비트에 대응되는 상호상관행렬을 얻게 된다. 이 상호상관행렬을 역변환시킨 후, 기존의 수신기에서 얻어진 판단변수에 적용한다. 이렇게 해서 수신기의 성능을 향상시킬 수 있다. 제안된 수신기는 연속해서 3비트를 받은 후에 바로 검출과정을 수행할 수 있다는 잇점이 있다. 지연시간이나 반송파 위상 오차가 존재하는 상황에서 설계된 수신기의 성능변화를 백색 가우시안 채널에서의 여러 가지 시뮬레이션을 통해서 확인하였다. 그 결과 여기에서 제안한 수신기가 기존 수신기나, 병렬 간섭제거기에 비해 성능이 우수하다는 것을 알 수 있었다.

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