• 제목/요약/키워드: Adaptive Array Algorithm

검색결과 170건 처리시간 0.022초

Performance Analysis of Pseudorange Error in STAP Beamforming Algorithm for Array Antenna

  • Lee, Kihoon;So, Hyungmin;Song, Kiwon
    • Journal of Positioning, Navigation, and Timing
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    • 제3권2호
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    • pp.37-44
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    • 2014
  • The most effective method to overcome GPS jamming problem is to use an adaptive array antenna which has the capability of beamforming or nulling to a certain direction. In this paper, Space Time Adaptive Processing (STAP) beamforming algorithm of four elements array antenna will be designed and the anti-jamming performance will be analyzed. According to the analysis, the signal to noise ratio (SNR) and anti-jamming performance can be enhanced by beamforming algorithm. Also, the time tap effect of STAP algorithm will be analyzed theoretically and verified with array antenna modeling and simulation. Specially, the cautious selection of reference time tap in STAP can prevent the degradation of position accuracy performance.

A Desired Signal Estimation using Sub-Array Algorithm of Adaptive Array Antenna in Correlation Channel Environment (상관성 채널 환경에서의 적응배열안테나의 부배열 알고리즘을 이용한 관심신호 추정)

  • Lee, Kwanhyeong;Cho, Taejun
    • Journal of Korea Society of Digital Industry and Information Management
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    • 제13권3호
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    • pp.75-81
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    • 2017
  • This paper estimate a desired signal in a correlation wireless communication. The transmitted signal is mixed with the information signal, interference, and noise in wireless channel, and it is incident on the receiver. In this paper, we apply MUSIC algorithm and sub-array method to recover the total rank of the correlation matrix in order to estimation a desired signal among receiving signals. Through simulation, we analyze to compare the proposed method with the classical MUSIC algorithm. As a result of the simulation, the proposed method improved the resolution about 10degrees compared to the conventional MUSIC algorithm. We prove the superiority of the proposed method for the desired signal estimation in correlation channel.

Adaptive array antenna of Characteristics using RLS algorithm (RLS알고리즘에 의한 어댑티브 어레이 안테나의 특성)

  • 정주수;오경석
    • Journal of the Korea Society of Computer and Information
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    • 제7권4호
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    • pp.199-203
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    • 2002
  • Adaptive array is using the array of antenna elements spatially and its output is the sum of each antenna elements output signal which is multiplied by the controlled weight coefficients corresponding to each elements For the 4 elements equidistance linear array antenna system LMS and RLS algorithm was used as the adaptive instruction principles and the application results to the constant amplitude envelope signals such as BPSK can be seen that the computer simulation results are very fast in the convergence characteristics of directional patterns and the signal following characteristics.

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An Adaptive Algorithm for Array System in the Presence of Faulty Element

  • Kim, Ki M.;Il W. Cha;Dae H. Youn
    • Journal of Electrical Engineering and information Science
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    • 제1권1호
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    • pp.156-159
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    • 1996
  • Element failure occurs with high probability for every array used in the real world ; that is, it is a common phenomenon that there are one or more elements with no output. Element failure produces an elevated sidelobe level and fails to reject the interference signals in an adaptive beamformer. In this paper, we present the adaptive beamforming algorithm for array with element failure. The presented method minimizes the array output power subject to a set of linear constraints which maintain the frequency response in the look direction and force the weights of the inoperative elements to zero. Numerical results have been included.

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A Study on the Desired Target Signal Estimation using MUSIC and LCMV Beamforming Algorithm in Wireless Coherent Channel

  • Lee, Kwan Hyeong
    • International journal of advanced smart convergence
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    • 제9권1호
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    • pp.177-184
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    • 2020
  • In this paper, we studied to direction of arrival (DoA) estimation to use DoA and optimum weight algorithms in coherent interference channels. The DoA algorithm have been considerable attention in signal processing with coherent signals and a limited number of snapshots in a noise and an interference environment. This paper is a proposed method for the desired signal estimation using MUSIC algorithm and adaptive beamforming to compare classical subspace techniques. Also, the proposed method is combined the updated weight value with LCMV beamforming algorithm in adaptive antenna array system for direction of arrival estimation of desired signal. The proposed algorithm can be used with combination to MUSIC algorithm, linearly constrained minimum variance beamforming (LCMV) and the weight value method to accurately desired signal estimation. Through simulation, we compare the proposed method with classical direction of in order to desired signals estimation. We show that the propose method has achieved good resolution performance better that classical direction arrival estimation algorithm. The simulation results show the effectiveness of the proposed method.

Spatial Smoothing Algorithm Using Spatial Interpolation Technique in Adaptive Array (공간보간 기법을 이용한 공간평활 적응 어레이 알고리듬)

  • 윤동현;문성훈;한동석
    • Proceedings of the IEEK Conference
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    • 대한전자공학회 2000년도 제13회 신호처리 합동 학술대회 논문집
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    • pp.545-548
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    • 2000
  • Adaptive array systems are hard to remove all the interferences when incident signals are coherent with a desired signal. In this paper, we propose a modified Duvall beamformer, which performs spatial smoothing using spatial interpolation technique to maintain the degree of freedom. The propose algorithm can minimize the loss on the degree of freedom due to spatial smoothing by forming subarrays with interpolated signals. Simulation results show that the proposed algorithm can remove all the interferences while conventional beamformer cannot.

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Pattern Synthesis of Rotated-type Conformal Array Antenna Using Enhanced Adaptive Genetic Algorithm (향상된 적응형 유전 알고리즘을 이용한 회전체형 컨포멀 배열 안테나의 패턴 합성)

  • Seong, Cheol-Min;Kwon, Oh-Hyeok;Park, Dong-Chul
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • 제26권8호
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    • pp.758-764
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    • 2015
  • This paper describes the pattern synthesis of array antenna which conforms to a metallic curved surface formed by the rotation of a quadratic function by using EAGA(Enhanced Adaptive Genetic Algorithm). Three rotated-type conformal surfaces are realized by changing the coefficient of the quadratic function and the pattern of each conformal array antenna is synthesized. In order to reduce the overall time of pattern synthesis, the transformed active element pattern obtained by the active element pattern of the 2-dimensional planar array using Euler angles rotation is utilized instead of the active element pattern of the 3-dimensional conformal array antenna itself. To verify validity of the proposed synthesis procedure, the synthesized patterns using EAGA are compared with those obtained by MWS.

Performance Characteristics of Subband Adaptive Array Antenna using Kalman Algorithm (Kalman 알고리즘에 의한 대역분할. 합성형 어댑티브 어레이 안테나의 동작 특성)

  • 박재성;오경석;주창복;박남천;정주수
    • Journal of the Korea Institute of Information and Communication Engineering
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    • 제3권3호
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    • pp.501-507
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    • 1999
  • At the mobile unit for adaptation the propagation environment, it is necessity to adapt very fast the weight coefficient vector of adaptive array antenna In this paper, for the BPSK and BFSK signals with S/I=2, S/N=10 subband adaptive array signal processing method to the linear array antenna using the LMS & the Kalman filter algorithm is proposed. For the 4 elements equidistance linear array antenna systems LMS and Kalman algorithms with subband adaptive instruction principles using the subband signal processing method are adopted and the computer simulation results to the constant amplitude envelope signals such as BPSK or BFSK can be seen that the convergence characteristics of directional patterns and the signal following characteristics are more fast and stable.

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Analysis on Design Factors of the Optimal Adaptive Beamforming Algorithm for GNSS Anti-Jamming Receivers

  • Jang, Dong-Hoon;Kim, Hyeong-Pil;Won, Jong-Hoon
    • Journal of Positioning, Navigation, and Timing
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    • 제8권1호
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    • pp.19-29
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    • 2019
  • This paper analyzes the design factors for GNSS anti-jamming receiver system in which the adaptive beamforming algorithm is applied in GNSS receiver system. The design analysis factors used in this paper are divided into three: antenna, beamforming algorithm, and operation environment. This paper analyzes the above three factors and presents numerical simulation results on antenna and beamforming algorithm.

Improved Genetic Algorithm for Pattern Synthesis of Phased Array Antenna (위상 배열 안테나의 패턴 합성을 위한 개선된 유전 알고리즘)

  • Jung, Jin-Woo
    • The Journal of the Korea institute of electronic communication sciences
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    • 제13권2호
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    • pp.299-304
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    • 2018
  • An improved genetic algorithm was proposed for pattern synthesis of an adaptive beam forming system using phased array antennas. The proposed genetic algorithm is an algorithm that adds acquired characteristics procedure to solve local optimization using the diversity. The performance of the proposed genetic algorithm is verified through the problem of finding a suitable chromosome for a picture composed of binary. And it is confirmed that it is suitable for the adaptive beam forming system based on the performance problem of combining main beam and two pattern nulls.