• Title/Summary/Keyword: Array algorithm

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Griffiths' Algorithm Based Adaptive LMMSE Equalizers for HSDPA MIMO Systems (HSDPA MIMO 시스템을 위한 Griffiths 알고리즘 기반 적응 LMMSE Equalizer)

  • Joo, Jung-Suk
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.48 no.11
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    • pp.28-34
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    • 2011
  • In CDMA-based systems, recently, researches on chip-level equalization have been studied in order to improve receiving performance when supporting high-rate data services. In this paper, we propose Griffiths' algorithm based chip-level adaptive LMMSE equalizers for HSDPA MIMO systems using D-TxAA (dual stream transmit antenna array). First, we will derive two possible structures of Griffiths' algorithm based equalizer, and then compare their performance through computer simulations in various mobile channel environments.

Fuzzy Control Algorithm for Multi-Objective Problems using Orthogonal Array and its Application to an AMB System (직교배열표를 이용한 다목적 퍼지제어 알고리즘 및 능동자기베어링 시스템에의 응용)

  • Kim, Choo-Ho;Lee, Chong-Won
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2000.11a
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    • pp.449-454
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    • 2000
  • A new fuzzy logic control design algorithm suitable for multi-objective control problems is proposed based on the orthogonal array which is widely used for design of experiments in statistics and industrial engineering. The essence of the algorithm is to introduce Nth-certainty factor defined from the F-value of the ANOVA(analysis of variance) table, in order to effectively exclude the less confident rules. The proposed algorithm with multi-objective decision table(MODT) is found to be capable of the detection of inconsistency and the rule classification, reduction and modification. It is also shown that the algorithm can be successfully applied to the fuzzy controller design of an active magnetic bearing system.

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ESPRIT target position estimation with uniform linear array and uniform circular array (등간격 선형어레이와 등간격 원형어레이 레이더를 위한 ESPRIT 표적 위치 추정 기법)

  • NamGoong, Geol;Lim, Jong-Tae;Yoo, Do-Sik
    • Journal of Advanced Navigation Technology
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    • v.16 no.6
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    • pp.952-959
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    • 2012
  • In this paper, we propose an ESPRIT based algorithm for target position estimation with uniform linear array (ULA) and uniform circular array (UCA) at transmitter and receiver, respectively. When UCA is adopted at the receiver, unlike the case of ULA at the receiver, the rotational invariance of the received signal is satisfied. Although there has been an attempt to resolve this issue, the problem of direction of departure estimation has not been considered. In this paper, we provide an ESPRIT based algorithm to simultaneously estimate transmitter elevation angle, receiver elevation angle, and receiver azimuth angle, taking into account the transmitter antennas as well as the receiver antennas.

Cascade AOA Estimation Using Uniform Rectangular Array Antenna (등간격 사각 배열 안테나를 적용한 캐스케이드 도래각 추정)

  • Kim, Tae-Yun;Hwang, Suk-Seung
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.5
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    • pp.923-930
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    • 2018
  • In the wireless communication system based on an array antenna, the angle of arrival (AOA) information of signal is very important element and various AOA estimation algorithms have been studied. Although most AOA estimation algorithms employ the uniform linear array (ULA), some algorithms apply the planar array (PA) antenna. In this paper, we present an algorithm for efficiently estimating AOAs of adjacent multiple signals, based on the uniform rectangular array antenna. This approach has two steps; after approximately estimating AOA groups consisting of the closely located signal sources using CAPON, accurately estimating the individual AOA of each signal in the estimated AOA group using Beamsapce MUSIC. The estimation performance of the presented cascade AOA algorithm is illustrated through the computer simulation example.

Systolic Array Simulator Construction for the Back-propagation ANN (역전파 ANN의 시스톨릭 어레이를 위한 시뮬레이터 개발)

  • 박기현;전상윤
    • Journal of Korea Society of Industrial Information Systems
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    • v.5 no.3
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    • pp.117-124
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    • 2000
  • A systolic array is a parallel processing system which consists of processing elements of basic computation capabilities, connected with regular and local communication lines. It has been known that a systolic array is on of effective systems to solve complicated communication problems occurred between densely connected neurons on ANN(Artificial Neural Network). In this paper, a systolic array simulator for the back-propagation ANN, which automatically constructs the proper systolic array for a given number of neurons of the ANN, is designed and constructed. With animation techniques of the simulators, it is easy for users to be able to examine the execution of the back-propagation algorithm on the designed systolic array step by step. Moreover the simulator can perform forward and backward operations of the back-propagation algorithm either in sequence or in parallel on the designed systolic array. Parallel execution can be performed by feeding continuous input patterns and by executing bidirectional propagations on all of processing elements of a systolic array at the same time.

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Forward/Backward First Order Statistics Algorithm for the estimation of DOA in a Multipath environment (다중경로 환경에서 DOA를 추정하기 위한 Forward/Backward First Order Statistics Algorithm)

  • 김한수
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1998.06c
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    • pp.221-224
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    • 1998
  • 간섭신호가 원하는 신호에 coherent한 경우에는 원하는 신호와 간섭신호간의 cross correlation에 의해 공분산 행렬의 rank가 줄어들게 되어 coherent한 간섭신호의 도래각을 추정할 수 없게 된다. 이러한 문제를 해결하기 위해 발표된 기존의 방법중 대칭 어레이(Symmetric array)방법은 계산량이 많아지고 공간 스무딩(Spatial Smoothing)방법은 array aperture size에서 손해를 보게 되어 분해능이 떨어지는 단점이 있다[1,2,3].

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The Performance Improvement of Towed Array Shape Estimation Using Kalman Filters (견인 어레이 형상 추정의 칼만 필터 접근 방법에 대한 성능 개선)

  • 박민수;도경철;오원천;윤대희;이충용
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.691-694
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    • 1999
  • This paper presents a performance improvement technique of 2-D towed array shape estimation using Kalman filters. The proposed algorithm by linear model approximation corrects the position errors caused by the Kalman filter results. However, since the assumed linear model makes errors at bending parts, the spline interpolation algorithm based on curve is proposed to reduce the errors.

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Development of Fuzzy Control Algorithm for Multi-Objective Problem using Orthogonal Array and its Applications (직교배열표를 이용한 다목적 퍼지제어 알고리즘 개발 및 응용)

  • 김추호;박성호;이종원;변증남
    • Journal of the Korean Institute of Intelligent Systems
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    • v.10 no.4
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    • pp.368-373
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    • 2000
  • In this paper, a control algorthm suitable for multi-objective control is proposed based on the orthogonal array which is normally used in statics and industrial engineering. And a newly defined Nthcertainty factor is suggested, which can effectively exclude the less confident rule. The Nth-certainty factor is defined by the F-values of the ANOVA(analysis of variance) table. It is shown that the algorithm can be successfully adopted to the design of controller for an active magnetic bearing system.

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Performance of a Coherent QPSK System with an Adaptive Antenna Array at Base Station

  • Le Minh-Tuan;Pham Van-Su;Yoon Gi-Wan
    • Journal of information and communication convergence engineering
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    • v.4 no.1
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    • pp.10-12
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    • 2006
  • In this paper, we present a method to evaluate the BER performance of a coherent QPSK system using an adaptive array to eliminate CCI and demonstrate closed-form expressions for obtaining exact BER of the desired user for the case in which the time delays of all users are equal. The theoretical results are verified by computer simulation under the assumption that Least Mean Square beamforming algorithm is employed.

Direction-of-arrival estimation of coherent spread spectrum signals using signal eigenvector (신호 고유벡터를 이용한 코히어런트 대역확산 신호의 도래각 추정)

  • 김영수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.3
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    • pp.515-523
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    • 1997
  • A high resolution algorithm is presented for resolving multiple coherent spread spectrum signals that are incident on an equispaced linear array. Unlike the conventional noise-eigenvector based methods, this algorithm makes use of the signal eigenvectors of the array spectral density matrix that are associates with eigenvalues that are larger than the sensor noise level. Simulation results are shown to demonstate the high performance of the proposed approach in comparison with MUSIC in which coherent signal subspace method (CSM) is employed.

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