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Analysis of DOA Estimation and Adaptive Beam-forming of MIMO between Linear-circular Array Antennas

선형-원형배열 안테나에 따른 MIMO의 DOA 추정과 적응 빔성형 분석

  • Yang, Doo-Yeong (Dept. of Telecommunication Engineering, Jeju National University) ;
  • Lee, Min-Soo (Dept. of Telecommunication Engineering, Daejin University)
  • 양두영 (제주대학교 통신공학과) ;
  • 이민수 (대진대학교 통신공학과)
  • Received : 2011.04.01
  • Accepted : 2011.06.09
  • Published : 2011.06.30

Abstract

In this paper, DOA(direction of arrival) of multiple incident signals received from linear array antenna and circular array antenna, which is based on nonparametric estimation algorithm, and adaptive beam-forming algorithm are studied and analyzed. In nonparametric estimation algorithm, we minimize a regularized objective function for finding a estimate of the signal energy as a function of angle, using nonquadratic norm which leads to supper resolution and noise suppression. And then, DOA is estimated by the signal and noise spatial steering vector, and adaptive beam-forming pattern is improved by weight vectors obtained from the spatial vector. Especially, the discrimination ability of DOA and the adaptive beam-forming ability according to antenna array methods and the number of array elements are compared and considered.

본 논문에서는 비변수 추정 알고리즘을 토대로 선형배열 안테나와 원형배열 안테나로부터 수신되는 다중신호의 DOA와 적응 빔성형 알고리즘을 연구하고 분석하였다. 비변수 추정 알고리즘에서는 입사각의 함수로써 신호에너지를 추정하기 위하여 고분해능과 잡음억압을 도출하도록 비이차놈을 사용하여 규칙화 목적함수를 최소화하였다. 그리고 나서, 신호와 잡음공간 조정벡터로부터 DOA를 추정하였고, 공간벡터에 의하여 도출된 가중치 벡터를 적용하여 적응 빔성형 패턴을 개선하였다. 특히, 안테나 배열방법과 배열소자의 수에 따라 입사되는 다중신호의 방향성 판별 능력과 적응빔을 성형하는 능력을 비교하고 고찰하였다.

Keywords

References

  1. D. H. Shim, et al., "Technical Review for 3GPP Downlink Multiple Antenna Concepts - Part I : Transmit Diversity and Beamforming", SK Telecommunications Review, Vol. 12, No. 2, pp. 139-149, 2002.
  2. S. J. Kim, et al., "Technical Review for 3GPP Downlink Multiple Antenna Concepts - Part II: MIMO", SK Telecommunications Review, Vol. 12, No. 2, pp. 152-168, 2002.
  3. Minseok Kim, "A Study of Implementation of Digital Signal Processing for Adaptive Array Antenna", Thesis, Division of Electrical And Computer Engineering Yokohama National University Japan, pp. 45-49, 2002.
  4. J. H. Winters, "Smart Antennas for Wireles Systems", IEEE Personal Communications, Vol.5, No.1, pp. 23-27, 1998. https://doi.org/10.1109/98.656155
  5. R. O. Schmidt, "Multiple Emitter Location and Signal Parameter Estimation", IEEE Transactions on Antennas and Propagation, Vol.34, No.3, pp. 276-278, 1986. https://doi.org/10.1109/TAP.1986.1143830
  6. B. D. Rao, "Effect of Spatial Smoothing on the Performance of MUSIC and the Minimum-norm Method", IEEE Proceedings, Vol.137, No.6, pp. 449-450, 1990
  7. R. M. Shubair, M. A. Al-Qutayri and J. M. Samhan, "A Setup for the Evaluation of MUSIC and LMS Algorithms for a Smart Antenna System", Journal of Communications, Vol.2, No. 4, pp. 71-77, 2007.
  8. Donald Geman, "Constrained Restoration and the Recovery of Discontinuities", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.14, No.3, 1992.
  9. A. H. Delaney, "Globally Convergent Edge-preserving Regularized Reconstruction: an Application to Limited-angle Tomography", IEEE Trans. Image Processing, Vol.7, No.2, pp. 204-221, 1998. https://doi.org/10.1109/83.660997
  10. D. M. Malioutov and A. S. Willsky, "A Variational Technique for Source Localization based on a Sparse Signal Reconstruction Perspective", IEEE International Conference on Acoustics, Speech and Signal Processing, Vol. 3, pp. 2965-2968, 2002.
  11. C. Y. Chen and P. P. Vaidyanathan, "Quadratically Constrained Beamforming Robust Against Direction-of- Arrival Mismatch", IEEE Transactions on Signal Processing, Vol.55, No8, pp. 4139-4150, 2007. https://doi.org/10.1109/TSP.2007.894402
  12. D. Y. Yang and M .S. Lee, "DOA Estimation of Multiple Signal and Adaptive Beam-forming for Mobile Communication Environments", Journal of KCA, Vol.10, No.12, pp. 34-42, 2010. https://doi.org/10.5392/JKCA.2010.10.12.034
  13. J. C. Liberti and T. S. Rappaport, Smart Antennas for Wireless Communications: IS-95 and Third Generation CDMA Applications, Prentice Hall PTR, 1999.
  14. Y. J. Hong, "Impact of Multipath Fading on the Performance of the DDLMS Based Spatio Temporal Smart Antenna", Journal of Korea Information and Communication Society, Vol. 34, No. 9, pp. 871-879, 2009.
  15. K. M. Jeyanthi and A. P. Kabilan, "A Simple Adaptive Beamforming Algorithm with Interference Suppression", International Journal of Engineering and Technology, Vol.1, No.1, pp. 67-70, 2009. https://doi.org/10.7763/IJET.2009.V1.12
  16. S. H. Park and B. T. Yoon, "A Study on $2{\times}2$ MIMO Propagation Channel Characteristics for Receiving Antenna Spacings", Journal of the Korea Academia-Industrial Cooperation Society, Vol. 10, No. 4, pp.747-752, 2009. https://doi.org/10.5762/KAIS.2009.10.4.747