DOI QR코드

DOI QR Code

MIMO OFDM 시스템을 위한 채널 응답 미러링을 이용한 DFT기반 채널 추정 기법

DFT-Based Channel Estimation with Channel Response Mirroring for MIMO OFDM Systems

  • 투고 : 2021.06.09
  • 심사 : 2021.09.17
  • 발행 : 2021.12.05

초록

In this paper, DFT-Based channel estimation with channel response mirroring is proposed and analyzed. In General, pilot symbols for channel estimation in MIMO(Multi-Input Multi-Output) OFDM(Orthogonal Frequency-Division Multiplexing) Systems have a diamond shape in the time-frequency plane. An interpolation technique to estimate the channel response of sub-carriers between reference symbols is needed. Various interpolation techniques such as linear interpolation, low-pass filtering interpolation, cubic interpolation and DFT interpolation are employed to estimate the non-pilot sub-carriers. In this paper, we investigate the conventional DFT-based channel estimation for noise reduction and channel response interpolation. The conventional method has performance degradation by distortion called "edge effect" or "border effect". In order to mitigate the distortion, we propose an improved DFT-based channel estimation with channel response mirroring. This technique can efficiently mitigate the distortion caused by the DFT of channel response discontinuity. Simulation results show that the proposed method has better performance than the conventional DFT-based channel estimation in terms of MSE.

키워드

참고문헌

  1. Y. S. Cho, J. Kim, W. Y. Yang, and C. G. Kang, "MIMO-OFDM Wireless Communications With MATLAB," John Wiley & Sons (Asia), Singapore, pp. 187-207, 2010.
  2. J. W. Choi and Y.H. Lee, "Optimum Pilot Pattern for Channel Estimation in OFDM Systems," IEEE Trans. on Wireless Communications, Vol. 4, No. 5, pp. 2083-2088, 2005. https://doi.org/10.1109/TWC.2005.853891
  3. G. L. Stuber, J. R. Barry, S. W. Mclaughlin, Y. Li, M. A. Ingram, and T. G. Pratt, "Broadband MIMO-OFDM Wireless Communications," Proc. IEEE, Vol. 92, No. 2, pp. 271-294, 2004. https://doi.org/10.1109/JPROC.2003.821912
  4. O. Edfors, M. Sandell, J. J. van de Beek, S. K. Wilson, and P. O. Borjesson, "Analysis of DFT-Based Channel Estimators for OFDM," Wireless Personal Communications, Vol. 12, pp. 55-70, 2000. https://doi.org/10.1023/A:1008864109605
  5. B. Yang, Z. Cao, and K. B. Letaief, "Analysis of Low-Complexity Windowed DFT-Based MMSE Channel Estimator for OFDM Systems," IEEE Trans. Commun., Vol. 49, pp. 1977-1987, 2001. https://doi.org/10.1109/26.966074
  6. L. Zhang, Z. Hong, and L. Thibault, "Improved DFT-Based Channel Estimation for OFDM Systems with Null Subcarriers," Proc. IEEE Veh. Technol. Conf. (VTC), pp. 1-5, 2009.
  7. Recommendation ITU-R M.1225, "Guidelines for Evaluation of Radio Transmission Technologies for IMT-2000," pp. 27-28, 1997.