• 제목/요약/키워드: Adaptive Array Algorithm

검색결과 170건 처리시간 0.024초

${\mu}$-LMS 알고리즘의 적응 안테나 시스템에의 응용에 관한 연구 (A Study on Applying the ${\mu}$-LMS Algorithm to the Adaptive Antenna Systems)

  • Shin, Yoon-Ki
    • 대한전자공학회논문지
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    • 제23권2호
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    • pp.170-177
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    • 1986
  • The adaptive array antenna with the LMS algorithm has the advantage in that it can perform train't because of its slower convergencerate. In this paper, the \ulcornerLMS algorithm is applied to the adaptive array so that the convergence rate can be improved, and the performance of he adaptive array by the \ulcornerLMS algorithm is compared to, that of the LMS adaptive array. It is shown that the adaptive array by the \ulcornerLMS algorithm is superior to the LMS adaptive array in the narrow frequency band.

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5소자 배열안테나의 공간 적응 널패턴 제어 알고리즘 성능분석 (Performance Analysis of Spatial Adaptive Null Pattern Control Algorithm for 5 Elements Array Antenna)

  • 안승관;이상정
    • 한국군사과학기술학회지
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    • 제13권2호
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    • pp.313-319
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    • 2010
  • GNSS receiver which uses the weak satellite signal is very vulnerable to the intentional jamming or non-intentional electromagnetic interference. One of the best method to overcome this disadvantage is to use an adaptive array antenna which has the capability of beamforming or nulling to the certain direction. In this paper, the performance of spatial adaptive null pattern control algorithm of 5 element array antenna is analyzed. A control algorithm which is designed in the 5 element array antenna is OPM(Output Power Minimization) which is eliminating the correlation characteristics between a reference antenna and the others. This algorithm can be applied effectively to the satellite navigation's CRPA because the satellite direction is not considered and GNSS signal power is below the thermal noise. The feature of the OPM algorithm is analyzed and the performance is compared with other null pattern control algorithm.

General Linearly Constrained Broadband Adaptive Arrays in the Eigenvector Space

  • Chang, Byong Kun
    • Journal of information and communication convergence engineering
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    • 제15권2호
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    • pp.73-78
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    • 2017
  • A general linearly constrained broadband adaptive array is examined in the eigenvector space with respect to the optimal weight vector and the adaptive algorithm. The optimal weight vector and the general adaptive algorithm in the eigenvector space are obtained by eigenvector matrix transformation. Their operations are shown to be the same as in the standard coordinate system except for the relevant transformed vectors and matrices. The nulling performance of the general linearly constrained broadband adaptive array depends on the gain factor such that the constraint plane is shifted perpendicularly to the origin by an increase in the gain factor. The general linearly constrained broadband adaptive array is observed to perform better than a conventional linearly constrained adaptive array in a coherent signal environment, while the former performs similarly to the latter in a non-coherent signal environment.

위상배열 레이다를 위한 적응 추적 알고리즘의 설계 (Design of an adaptive tracking algorithm for a phased array radar)

  • 손건;홍순목
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 19-21 Oct. 1992
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    • pp.541-547
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    • 1992
  • The phased array antenna has the ability to perform adaptive sampling by directing the radar beam without inertia in any direction. The adaptive sampling capability of the phased array antenna allows each sampling time interval to be varied for each target, depending on the acceleration of each target at any time. In this paper we design a three-dimensional adaptive tracking algorithm for the phased array radar system with a given set of measurement parameters. The tracking algorithm avoids taking unnecessarily frequent samples, while keeping the angular prediction error within a fraction of antenna beamwidth so that the probability of detection will not be degraded during a track update illuminations. In our algorithm, the target model and the sampling rate are selected depending on the target range and the target maneuver status which is determined by a maneuver detector. A detailed simulation is conducted to test the validity of our tracking algorithm for encounter geometries under various conditions of maneuver.

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이동형 재밍환경에서 널 합성을 위한 적응형 널링 알고리즘 (Adaptive Nulling Algorithm for Null Synthesis on the Moving Jammer Environment)

  • 서종우;박동철
    • 한국전자파학회논문지
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    • 제27권8호
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    • pp.676-683
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    • 2016
  • 본 논문에서는 단일포트시스템으로 설계된 배열안테나에서 재밍신호나 간섭신호 방향으로 방사패턴에 널(null)을 형성하는 적응 알고리즘을 제안한다. 제안한 적응 알고리즘은 재밍신호나 간섭신호의 크기나 입사방향에 대한 사전정보를 요구하지 않으며, 배열안테나의 일부 RF 경로의 위상을 제어하는 부분적응(partially adaptive) 알고리즘이다. 제안한 적응 알고리즘은 최적화 알고리즘의 한 종류인 PSO(Particle Swam Optimization) 알고리즘과 gradient-based 섭동 적응 알고리즘을 혼합하여 시간에 따라 간섭신호의 입사방향이 변화하는 이동형 재밍환경에서도 적응적으로 안정적인 널링 성능을 가진다.

빔형성방법에서의 분해능 향상 기법에 관한 연구 (Array Resolution Improving Methods for Beamforming Algorithm)

  • 황선길;이욱;최종수
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 춘계학술대회논문집
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    • pp.164-169
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    • 2005
  • Microphone array techniques are being used widely in wind tunnel measurements for identification of the distributed aerodynamic noise sources on the model being tested. Depending on the frequencies and sound levels, conventional beamforming algorithm has limitation in separating two adjacent sources. Several modifications to the classical beamforming have been developed to enhance way resolution and reduce sidelobe levels. In this Paper the robust adaptive beamforming and the CLEAN algorithm are used to compare to the result of conventional beamforming method. It is found that the CLEAN algorithm is capable of pin-pointing locations of multiple sources nearby, while these sources are unidentifiable with robust adaptive or conventional beamforming techniques.

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향상된 적응형 유전 알고리즘을 이용한 컨포멀 배열 안테나의 빔 합성 연구 (Study on Pattern Synthesis of Conformal Array Antenna Using Enhanced Adaptive Genetic Algorithm)

  • 성철민;이재덕;한인희;류홍균;이규송;박동철
    • 한국전자파학회논문지
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    • 제25권5호
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    • pp.592-600
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    • 2014
  • 본 논문에서는 2차 함수 곡선의 회전체 곡면 위에 있는 배열 안테나의 빔 합성을 위한 Enhanced Adaptive Genetic Algorithm(EAGA)을 제안하였다. 제안된 알고리즘은 더 빠른 수렴 속도와 더 낮은 비용함수 값을 얻기 위해 Adaptive Genetic Algorithm(AGA)과 Invasive Weed Optimization(IWO)을 결합시켰다. 각 안테나 소자의 급전 크기와 위상의 최적화된 값은 EAGA를 통해 구하였으며, 이 결과를 통해 EAGA가 컨포멀 배열 안테나의 패턴 합성 알고리즘으로써 AGA보다 더 우수함을 보였다.

레이더 시스템에서 목표물 위치추정 알고리즘에 대한 연구 (A Study on the Target Position Estimation Algorithm to Radar System)

  • 이관형;송우영
    • 한국컴퓨터정보학회논문지
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    • 제13권5호
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    • pp.111-116
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    • 2008
  • 레이더 시스템은 간섭채널에서 목표물을 신속, 정확하게 예측하여야 한다. 무선채널의 간섭요소로는 인공구조물, 자연구조물에 의해서 다중경로가 형성되어 신호의 추정이 어렵다. 이러한 간섭신호를 제거하기 위해서 디지털 빔형성, 적응배열안테나 등 많은 연구가지속 되어왔다. 본 논문에서는 적응배열 안테나와 코히어런트 간섭신호를 제거하는 SPT-SALCMV 빔형성 알고리즘을 제안하였다. 적응 배열은 간섭신호의 방향에 대해서는 널 패턴을 형성하여 이득을 감소시킨다. 그리고 표적신호 방향으로는 빔 패턴의 이득을 일정하게 유지함으로서 원하는 신호를 추정한다. 본 논문에서 제안한 SPT-SALCMV 알고리즘은 목표물에 대한 위치를 정확히 수신하였다. 그러나 기존의 SPT-LCMV 알고리즘은 약 30 정도의 빔 오차가 생겼다. 따라서 본 논문에서 제안한 SPT-SALCMV 알고리즘이 기존의 SPT-LCMV알고리즘보다 우수함을 입증하였다.

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다중의 협대역 간섭 신호에 대한 AGC Applebaum어레이의 성능 분석 (Performance Analysis of AGC Applebaum Array for Multiple Narrowband Interference)

  • 윤동현;이규만;한동석
    • 한국통신학회논문지
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    • 제25권6B호
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    • pp.1092-1099
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    • 2000
  • An adaptive array system can effectively remove all received interferences by using adaptive algorithms even though the received signal condition is not known. The conventional adaptive array systems, however, cannot remove all interferences adaptively and converge very slowly when the eigenvalue spread of the input covariance matrix is large. In the paper, a new adaptive array system called an automatic gain controller (AGC) Applebaum array and its control algorithm are proposed to overcome the performance degradation of conventional Applebaum array in multiple interference conditions. The performance analysis of the proposed AGC Applebaum array is described under the condition of multiple narrowband interferences. Simulation results show the array output signal-to-noise ratio (SNR) of the AGC Applebaum array increases by 30dB compared to that of the conventional Applebaum array in the simulation condition. The gain of the AGC Applebaum array in the incident direction of a weaker interference is also shown to be lower than that of the conventional Applebaum array.

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위상배열 레이다를 위한 3차원 적응 표본화 빈도 추적 알고리듬의 설계 (Design of a 3-D Adaptive Sampling Rate Tracking Algorithm for a Phased Array Radar)

  • 손건;홍순목
    • 전자공학회논문지B
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    • 제30B권5호
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    • pp.62-72
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    • 1993
  • The phased array antenna has the ability to perform adaptive sampling by directing the radar beam without inertia in any direction. The adaptive sampling capability of the phased array antenna allows each sampling time interval to be varied for each target, depending on the acceleration of each target at any time. In this paper we design a three dimensional adaptive target tracking algorithm for the phased array radar system with a given set of measurement parameters. The tracking algorithm avoids taking unnecessarily frequent samples, while keeping the angular prediction error within a fraction of antenna beamwidth so that the probability of detection will not be degraded during a track updata illuminations. In our algorithm, the target model and the sampling rate are selected depending on the target range and the target maneuver status which is determined by a maneuver level detector. A detailed simulation is conducted to test the validity of our tracking algorithm for target trajectories under various conditions of maneuver.

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