The Journal of the Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회논문지)

The Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회)
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A Study on Correlation Interference Signal Cancellation Algorithm for Target Estimation in Multi Input Multi Output

다중 입력 다중 출력 배열 시스템에서 목표물 추정을 위한 상관성 간섭신호 제거 알고리즘 연구

  • Received : 2012.10.18
  • Accepted : 2013.02.08
  • Published : 2013.02.28
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Abstract

This paper is estimating a target direction of arrival with incident to receiver in spatial. This paper presented covariance using constraint matrix to correlation interference signal cancellation in multi input multi output array antennas system. we proposed a target direction of arrival estimation algorithm using cost function and minimum variance method. Through simulation, we were analysis a performance to compare general SPT-LCMV algorithm and proposal algorithm. We showed that proposal algorithm improve more target estimation than general SPT-LCMV algorithm in direction of arrival.

본 연구는 공간상에서 수신기에 입사하는 목표물 도래방향을 추정하는 것이다. 본 연구는 다중 입력 다중 출력 배열 안테나 시스템에서 상관성 간섭신호를 제거하기 위해서 제한 행렬을 이용하여 공분산 벡터를 제시하였고 비용함수와 최소 분산방법을 이용하여 목표물 도래방향을 추정하는 알고리즘을 제안하였다. 모의실험을 통하여 본 연구에서 제안된 알고리즘 성능을 기존 SPT_LCMV알고리즘과 비교분석하였다. 목표물 도래방향 추정에서 본 연구에서 제안한 방법이 기존 SPT_LCMV알고리즘보다 우수함을 나타내었다.

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References

  1. B. Allen and M. Ghavami, "Adaptive Array System", Wiley, Feb, 2005
  2. Frank.B.Gross, "Smart Antennas for Wirless Communications", Mc Graw Hill, pp. 73-197, Jan, 2005.
  3. N. Le Bihan, S. Miron, and J.I Mars, "MUSIC Algorithm for vector-sensors Array using Biquaternions", IEEE Transactions on Signal Processing, Vol. 55, No. 9, pp. 4523-4533, Sept, 2007 https://doi.org/10.1109/TSP.2007.896067
  4. M. Haardt and J. A. Nossek, "Unitaty ESPRIT : How to Obtain Increased Estimation Accuracy with a Reduced Computational Burden", IEEE Transactions on Signal Processing, Vol. 43, No. 5, pp. 1232-1242, May, 1995 https://doi.org/10.1109/78.382406
  5. Jong Hyeuk Ju and Myeong Ho Lee, "A Study on the Optimum weight Method to Adaptive Array Radar", The Journal of Korean Institute of Information Technology, Vo. 6, No. 5, pp. 49-54, Oct, 2008
  6. Zhang Meng Liu, Zhi Tao Huang, and Yi Yu Zhou, "Direction of Arrival Estimation of Wideband Signals via Covariance Matrix Sparse Representation", IEEE Transactions on Signal Processing, Vol. 59, No. 9, pp. 4256-4270, Sep, 2011 https://doi.org/10.1109/TSP.2011.2159214
  7. John Litva, "Digital Beanforming in Wireless Communications", AH, 1996
  8. Koichi Ichige, Yoshihisa Ishikawa, and Hiroyuki Arai, "High Resolution 2-D DOA Esitmation Using Second-Order Partial Differential of MUSIC Spectrum", IEEE Conference Circuits and System pp. 1152-1155, May, 2008
  9. Yameng Jiao, Jianguo Huang, and Yunshan Hou, "Multidimensional MUSIC DOA Estimation Using Ant Colony Optimization Algorithm", IEEE Conference Signal Processing, pp. 291-294, Oct. 2010
  10. K.H.Lee, "A Study on the Decrease Estimaion time using Covariance Vector Sparse Matrix", Journal of Korea Instiute of Information Technology, Vo.10, No.6, ppp.39-44, Jun, 2012
  11. K.H.Lee, "A Study on the Multi Target Position Estimation using Multi input multi output Array Antenna sys and 2D MUSIC Algorithm", Journal of Korea Instiute of Information Technology, Vo.10, No.4, ppp.39-44, April, 2012