• Title/Summary/Keyword: 적응 어레이

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Robust MVDR Adaptive Array by Efficient Subspace Tracking (효율적인 부공간 추적에 의한 강인한 MVDR 적응 어레이)

  • Choi, Yang-Ho
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.9
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    • pp.148-156
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    • 2014
  • In the MVDR (minimum variance distortionless response) adaptive array, its performance could be greatly deteriorated in the presence of steering vector errors as the desired signal is treated as an interference. This paper suggests an computationally simple adaptive beamforming method which is robust against these errors. In the proposed method, a minimization problem that is formulated according to the DCB (doubly constrained beamforming) principle is solved to find a solution vector, which is in turn projected onto a subspace to obtain a new steering vector. The minimization problem and the subspace projection are dealt with using some principal eigenpairs, which are obtained using a modified PASTd(projection approximation subspace tracking with deflation). We improve the existing MPASTd(modified PASTd) algorithm such that the computational complexity is reduced. The proposed beamforming method can significantly reduce the complexity as compared with the conventional ones directly eigendecomposing an estimate of the corelation matrix to find all eigenvalues and eigenvectors. Moreover, the proposed method is shown, through simulation, to provide performance improvement over the conventional ones.

A Study on Interference Cancelling Receiver with Adaptive Blind CMA Array (적응 블라인드 CMA 어레이를 이용한 간섭 제거 수신기에 관한 연구)

  • 우대호;변윤식
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.4A
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    • pp.330-335
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    • 2002
  • In the direct sequence code division multiple access system, the problem of multiple access interference due to multiple access is generated. A interference cancelling receiver is used to solve this problem. The conventional interference cancelling receiver is structure of successive interference canceller using antenna array. In this structure, the difference of between method I and method II depends on updating weight vector. In this paper, the adaptive blind CMA array interference cancelling receiver using cost function of constant modulus algorithms is proposed to update weight vector at conventional structure. The simulation compared the proposed interference cancelling receiver with two conventional interference cancelling receivers by signal to interference ratio and bit error rate curve under additive white Gaussian noise environment. The simulation results show that the proposed receiver has about the gain of SIR of 1.5[dB] more than method I which is conventional receiver at SIR curve, and about the gain of SIR of 0.5(dB) more than method II. In BER curve, the proposed IC receiver about the gain of SNR of 2[dB] more than method I and about the gain of SNR of 0.5[dB] more than method If, Thus, the proposed interference cancelling receiver has the higher performance than conventional interference cancelling receivers.

A Systolic Array Structured Decision Feedback Equalizer based on Extended QR-RLS Algorithm (확장 QR-RLS 알고리즘을 이용한 시스토릭 어레이 구조의 결정 궤환 등화기)

  • Lee Won Cheol
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.11C
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    • pp.1518-1526
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    • 2004
  • In this paper, an algorithm using wavelet transform for detecting a cut that is a radical scene transition point, and fade and dissolve that are gradual scene transition points is proposed. The conventional methods using wavelet transform for this purpose is using features in both spatial and frequency domain. But in the proposed algorithm, the color space of an input image is converted to YUV and then luminance component Y is transformed in frequency domain using 2-level lifting. Then, the histogram of only low frequency subband that may contain some spatial domain features is compared with the previous one. Edges obtained from other higher bands can be divided into global, semi-global and local regions and the histogram of each edge region is compared. The experimental results show the performance improvement of about 17% in recall and 18% in precision and also show a good performance in fade and dissolve detection.

Adaptive array antenna using kalman filter method (Kalman filter법에 의한 어댑티브 어레이 안테나)

  • 박재성;오경석;주창복;박남천;정주수
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1999.05a
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    • pp.39-42
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    • 1999
  • 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. In this paper, for the BPSK and BFSK signals with S/I=2, S/N=10 is applied to the linear array antenna using the LMS & the Kalman filter algorithm. For the 4 elements equidistance linear array antenna system LMS and Kalman filter algorithm was used as the adaptive instruction principles and the application results to the constant amplitude envelope signals such as BPSK or BFSK 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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Suppression of Multipath Signals by Applebaum Type Adaptive Array (애플범 어댑티브 어레이를 이용한 다중경로 신호의 억제)

  • 홍영진
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.19 no.2
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    • pp.195-201
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    • 1994
  • The potential ability of the Applebaum type adaptive array to suppress the multipath signals is examined. The output Signal-to-Noise Ratio is expressed in terms of (1) the input SNR. (2) relative multipath signal amplitude, and (3) ambient noise when a multipath component is present Computer simulation is done on several performance measures to learn that the performance of the array depends upon the magnitude and the phase of the correlation coefficient. It is also shown that the performance is maximized when the phase of the correlation coefficient is zero degree.

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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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    • v.7 no.4
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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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Design of adaptive array antenna utilizing modified on-off algorithm and its real-time implementation on a general-purpose DSP (개선된 On-Off 앨고리듬을 이용한 적응 배열 안테나의 설계와 범용 DSP를 이용한 실시간 구현)

  • 염재흥;안성수;최승원
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.23 no.4
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    • pp.997-1005
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    • 1998
  • This paper presents a modified on-off algorithm based on the gradient method for providing the phase of each antenna element more accurately and simply compared to the conventional on-off algorithm. The sup4erisority of theproposed method is due to the fact that the proposed method finds the increase and decrease of the array output power more accurately by utilizing the gradient of array output power with respect to the instantaneous phase of array element. The array antenna adopting to the proposed method formsmaximum beam-pattern along the direction of the desired signal by aligning the phase of every antenna enement. The proposed method is applied to both linear and two-dimentional aray for analyzing the result. The capability of the real-time processing of the proposed technique is confirmed by implementing the proposed algorithm with TMS320C30 Evaluation Module. Since the computational load required to form the beam-pattern per snapshot is small, the proposed method is suitable for the mobile communication system of which the response must be fast. By the results obtained from the application of the proposed method to the CDMA mobile communication environment, it is vreified that the performance of the received signal is consideralbly improved.

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On the Parformance of the Generalized Sidelobe Canceller in Coherent Situations (Coherent 환경에서 Generalized sidelobe canceller의 동작)

  • 김기만;차일환;윤대희
    • The Journal of the Acoustical Society of Korea
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    • v.10 no.6
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    • pp.71-76
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    • 1991
  • 적응 어레이 시스템에서 최적해에 도달하기 위한 계수들의 수렴 속도는 공분산 행렬의 고유치 분포율에 의해 지배된다. 본 논문에서는 우선 GSC의 고유치 분포율을 구하였다. 또한 conherent 상황에 서 GSC의 출력 파워 식을 유도하였다.

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Recording and Analysis of Peripheral Nerve Activity Using Multi-Electrode Array (다채널 신경전극 어레이를 이용한 말초 신경신호의 측정 및 분석)

  • Chu, Jun-Uk
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.10 no.4
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    • pp.279-285
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    • 2016
  • Reliable recording and analysis of peripheral nerve activity is important to recognize the user's intention for controlling a neuro-prosthetic hand. In this paper, we present a peripheral nerve recording system that consisted of an intrafascicular multi-electrode array, an electrode insertion device, and a multi-channel neural amplifier. The 16 channel multi-electrode array was stably implanted into the sciatic nerve of the rat under anesthesia using the electrode insertion device. During passive movements and mechanical stimuli, muscle and cutaneous afferent signals were recorded with the multi-channel neural amplifier. Furthermore, we propose a spike sorting method to isolate individual neuronal unit. The muscle proprioceptive units were classified as muscle spindle afferents or Golgi tendon organ afferents, and the skin exteroceptive units were categorized as slow adapting afferents or fast adapting afferents. Experimental results showed that the proposed method could be applicable to record and analyze peripheral nerve activity in neuro-prosthetic systems.