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Kỹ thuật ước lượng MAP kết hợp giữa độ lệch tần số sóng mang và kênh truyền trong hệ thống truyền dẫn MIMO-OFDM song công

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Nội dung của bài viết này nhằm phát triển một giải thuật ước lượng hậu nghiệm cực đại MAP kết hợp giữa độ lệch tần số móng mang CFO và kênh truyền theo hướng tiếp cận Bayesisan trong hệ thống truyền dẫn ghép kênh phân chia theo tần số trực giao OFDM song công đa anten MIMO.

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Nội dung Text: Kỹ thuật ước lượng MAP kết hợp giữa độ lệch tần số sóng mang và kênh truyền trong hệ thống truyền dẫn MIMO-OFDM song công

  1. 026-030 1* 1 2 1 2 -6- -02-2017 -a- -input multiple- - n không - -to-noise). Bài bá T : Full-duplex, CFO, MIMO, OFDM, self-interference, MAP, ML. Abstract This paper studies and develops the joint maximum-a-posteriori (MAP) estimation algorithm of carrier frequency offset (CFO) and block-fading channel responses using the Bayesian approach in full-duplex multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems. OFDM transmissions are highly susceptible to carrier frequency offset that also introduces inter-carrier interference (ICI) and gives an irreducible error floor in receiver performance. In the full-duplex wireless system, residual self-interference (SI) after radio-frequency (RF) cancellation stage will act as an additional noise and reduces the operating signal-to-noise ratio (SNR). This paper also provides analytical and numerical results of the proposed estimation accuracy (mean square error (MSE) and bit error rate (BER)). The simulation results show that, the proposed algorithm can offer good performance (BER of desire signal) and good SI and CFO cancellation performance for a large SNR or CFO range Keywords: Full-duplex, CFO, MIMO, OFDM, self-interference, MAP, ML. * *
  2. 026-030 m t Ng k m t n m r y p l m t r No T Nt Nr N
  3. 026-030 P H fs fc GHz Ng M=7 P=2
  4. 026-030
  5. 026-030 channel estimation for OFDM systems, IEEE Transactions on Wireless Communications, pp. 3790- 3802, vol. 6, no. 10, Oct. 2007. [5] Zhongshan Zhang, Xiaomeng Chai, Keping Long, Athanasios V. Vasilakos, and Lajos Hanzo, Full Duplex Techniques for 5G Networks: Self- Interference Cancellation, Protocol Design, and Relay Selection, IEEE Communications Magazine, vol. 64, no. 2, pp. 128-137, May 2015. [6] Dongkyu Kim, Haesoon Lee, and Daesik Hong, A Survey of In-band Full-duplex Transmission: From the Perspective of PHY and MAC Layers, IEEE Communications Surveys & Tutorials, 2015. [7] Michael Speth, Stefan A. Fechtel, Gunnar Fock and Heinrich Meyr, Optimum receiver design for wireless broad-band systems using OFDM-part I, IEEE Transactions on communications, vol. 47, no. 11, pp. 1668-1677, Nov. 1999. [8] Ahmed Masmoudi, Tho Le-Ngoc, A Maximum- Likelihood Channel Estimator for Self-Interference Cancellation in Full-Duplex Systems, IEEE Transactions on Vehicular Technology, vol. 65, no. 7, pp. 5122-5132, July 2016. [9] V. Nguyen-Duy-Nhat, H. Nguyen-Le, C. Tang-Tan and T. Bui-Thi-Minh, Doubly selective channel estimation in full-duplex MIMO-OFDM systems, in Proceedings of International Conference on Advanced Technologies for Communications, pp. 578-582, 2015 [10] V. Nguyen-Duy-Nhat, T. Bui-Thi-Minh, C. Tang-Tan, [1] Gordon L. Stuber, John R. Barry, Steve W. V. N. Q. Bao and H. Nguyen-Le, Joint phase noise and Mclaughlin, Ye (Geoffrey) Li, Mary Ann Ingram and doubly selective channel estimation in full-duplex Thomas G. Pratt, Broadband MIMO-OFDM wireless MIMO-OFDM systems, in Proceedings of communications, in Proceedings of the IEEE, vol. 92, International Conference on Advanced Technologies pp. 271-294, Feb. 2004. for Communications, pp. 413-418, 2016 [2] M. Ghogho and A. Swami, Training design for [11] Harry L. Van Trees, Kristine L. Bell, Bayesian Bounds multipath channel and frequency-offset estimation in for Parameter Estimation and Nonlinear MIMO systems, IEEE Transactions on Signal Filtering/Tracking, IEEE Press, 2007. Processing, vol. 54, no. 10, 2006. [12] Robert Love, Ravi Kuchibhotla, Amitava Ghosh, [3] Peng Xu, Jiangzhou Wang, Jinkuan Wang, Feng Qi, Rapeepat Ratasuk, Weimin Xiao, Brian Classon, Yufei Analysis and Design of Channel Estimation in Blankenship, Downlink control channel design for multicell multiuser MIMO OFDM Systems, IEEE 3GPP LTE, in Proceedings of Wireless Transactions on Vehicular Technology, vol. 64, no. 2, Communications and Networks Conference. pp. 813- pp. 610-620, Feb. 2015. 818, 2008. [4] Changyong Shin, Jeffrey G. Andrews and Edward J. Powers, An efficient design of doubly selective
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