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Individual Channel Estimation Based on Blind Interference Cancellation for Two-Way MIMO Relay Networks

  • He, Xianwen (Department of Communication Engineering, Naval University of Engineering) ;
  • Dou, Gaoqi (Department of Communication Engineering, Naval University of Engineering) ;
  • Gao, Jun (Department of Communication Engineering, Naval University of Engineering)
  • Received : 2017.11.19
  • Accepted : 2018.04.10
  • Published : 2018.08.31

Abstract

In this paper, we investigate an individual channel estimation problem for multiple-input multiple-output (MIMO) two-way amplify-and-forward (AF) relay networks. To avoid self-interference during the estimation of the individual MIMO channels, a novel blind interference cancellation (BIC) approach is proposed based on an orthogonal preceding framework, where a pair of orthogonal precoding matrices is utilized at the source nodes. By designing an optimal decoding scheme, we propose to decompose the bidirectional transmission into a pair of unidirectional transmissions. Unlike most existing approaches, we make the practical assumption that the nonreciprocal MIMO channel and the mutual interference of multiple antennas are both taken into consideration. Under the precoding framework, we employ an orthogonal superimposed training strategy to obtain the individual MIMO channels. However, the AF strategy causes the noise at the terminal to be the sum of the local noise and the relay-propagated noise. To remove the relay-propagated noise during the estimation of the second-hop channel, a partial noise-nulling method is designed. We also derive a closed-form expression for the total mean square error (MSE) of the MIMO channel from which we compute the optimal power allocation. The simulation results demonstrate that the analytical and simulated curves match fully.

Keywords

Acknowledgement

Supported by : National Natural Science Foundation of China, China Postdoctoral Science Foundation

References

  1. R. Wang, M. Tao and Z. Xiang, "Nonlinear precoding design for MIMO amplify-and-forward two-way relay systems, " IEEE Transactions on vehicular technology, vol. 61, no.9, pp.3984-3995, November, 2012. https://doi.org/10.1109/TVT.2012.2211631
  2. S. Abdallah and I. N. Psaromiligkos, "Semi-blind channel estimation with superimposed training for OFDM-based AF two-way relaying," IEEE Transactions on wireless communications, vol. 13, no. 5, pp. 2468-2477, May, 2014. https://doi.org/10.1109/TWC.2014.031714.130348
  3. R. Wang, M. Tao, H. Mehrpouyan, et.al, "Channel estimation and optimal training design for correlated MIMO two-way relay systems in colored environment, " IEEE Transactions on wireless communications, vol.14, no. 5,pp. 2684-2699, May, 2015. https://doi.org/10.1109/TWC.2015.2390645
  4. Z. He, Z. Lang, Y. Rong, et.al. "Joint transceiver optimization for two-way MIMO relay systems with MSE constraints," IEEE Wireless Communication Letters, vol. 3, no.6, pp. 613-616, December, 2014. https://doi.org/10.1109/LWC.2014.2357814
  5. C. Wang, J. Chen and Y. Peng. "Relay precoder designs for two-way amplify-and-forward MIMO relay systems: an eigenmode-selection approach," IEEE Transactions on wireless communications, vol. 15, no. 7, pp.5127-5137, July, 2016. https://doi.org/10.1109/TWC.2016.2553144
  6. S. Devendra and K. Prabhat. "Impact of channel estimation error on zero-forcing based MIMO two-way relaying," IET Signal processing, vol. 10, no. 3, pp. 210-217, March, 2016. https://doi.org/10.1049/iet-spr.2015.0265
  7. K. Nguyen, Y. Rong and S. Nordholm. "Simplified MMSE precoding design in interference two-way MIMO relay systems," IEEE Signal Processing Letters, vol. 23, no. 2, pp. 262-266, February, 2016. https://doi.org/10.1109/LSP.2015.2513482
  8. M. Tao and R. Wang, "Linear precoding for multi-pair two-way MIMO relay systems with max-min fairness," IEEE Transactions on signal processing, vol. 60, no. 10, pp. 5361-5370, October, 2012. https://doi.org/10.1109/TSP.2012.2205921
  9. C. Hu, G. Liu and B. Chen, "Joint relay/antenna selection and precoding design for two-way MIMO amplify-and forward relaying systems," IEEE Transactions on vehicular technology, vol. 65, no. 7, pp. 4854-4864, July, 2016. https://doi.org/10.1109/TVT.2015.2469727
  10. J. You, E. Liu, R. Wang, et.at, "Joint source and relay precoding design for MIMO two-way relay systems with transceiver impairments," IEEE Communications letters, vol. 21, no. 3, pp. 572-575, March, 2017. https://doi.org/10.1109/LCOMM.2016.2640964
  11. L. Sanguinetti, A. A. D'Amico and Y. Rong, "A tutorial on the optimization of amplify-and-forward MIMO relay systems", IEEE J. Sel. Areas Communications, vol. 30, no. 8, pp. 1331-1346, September, 2012. https://doi.org/10.1109/JSAC.2012.120904
  12. J. Kang and H. Kim, "Optimal training design for MIMO-OFDM two-way relay networks," IEEE Transactions on communications, vol. 65, no. 9, pp. 3675-3690, September, 2017. https://doi.org/10.1109/TCOMM.2017.2679194
  13. F. Gao, R. Zhang and Y. C. Liang, "Channel estimation for OFDM modulated two-way relay networks," IEEE Transactions on signal processing, vol. 57, no. 11, pp. 4443-4455, November, 2009. https://doi.org/10.1109/TSP.2009.2026537
  14. B. Zhong and Z. Zhang. "Secure full-duplex two-way relaying networks with optimal relay selection", IEEE Communications Letters, vol. 21, no. 5, pp. 1123-1126, May, 2017. https://doi.org/10.1109/LCOMM.2017.2655050
  15. H. Zhang, H. Xing, J. Cheng, et al. "Secure resource allocation for OFDMA two-way relay wireless sensor networks without and with cooperative jamming," IEEE Transactions on industrial informatics, vol. 12, no. 5, pp. 1714-1725, October, 2016. https://doi.org/10.1109/TII.2015.2489610
  16. G. Wang, F. Gao, Y, C. Wu, et.al, "Joint CFO and channel estimation for OFDM-based two-way relay networks," IEEE Transactions on wireless communication, vol. 10, no. 2, pp. 456-465, February, 2011. https://doi.org/10.1109/TWC.2010.120310.091615
  17. S. Zhang, F. Gao and C. X. Pei, "Optimal training design for individual channel estimation in two-way relay networks," IEEE Transactions on signal processing, vol. 60, no. 9, pp. 4987-4991, September, 2012. https://doi.org/10.1109/TSP.2012.2200477
  18. J. Zhao, M. Kuhn, A.Wittneben, et.at, "Self-interference aided channel estimation in two-way relaying systems," in Proc. of IEEE Global Telecommunication Conf., pp. 3659-3664, November 30-December 4, 2008.
  19. J. Zhao, M. Kuhn, A.Wittneben, et.at, "Achievable rates of MIMO bidirectional broadcast channels with self-interference aided channel estimation," in Proc. of IEEE Wireless Communication Netw. Conf. pp. 1-6, April 5-8, 2009.
  20. A. Y. Panah and W. Heath, "MIMO two-way amplify-and-forward relaying with imperfect receiver CSI," IEEE Transactions on vehicular technology, vol. 59, no. 9, pp. 4377-4387, November, 2010. https://doi.org/10.1109/TVT.2010.2070087
  21. Y. Rong, R. A. Khandaker and Y. Xiang, "Channel estimation of dual-hop MIMO relay system via parallel factor analysis," IEEE Transactions on wireless communications, vol. 11, no. 6, pp. 2224-2233, June, 2012. https://doi.org/10.1109/TWC.2012.032712.111251
  22. C. Chiong, Y. Rong and Y. Xiang. "Channel training algorithms for two-way MIMO relay systems," IEEE Transactions on signal processing, vol. 61, no. 16, pp. 3988-3998, August, 2013. https://doi.org/10.1109/TSP.2013.2265223
  23. A. Vosoughi and Y. Jia, "How does channel estimation error affect average sum-rate in two-way amplify-and-forward relay networks," IEEE Transactions on wireless communications, vol. 11, no. 5, pp. 1676-1687, May, 2012. https://doi.org/10.1109/TWC.2012.031212.102325
  24. C. Wang, T. Liu and X. Dong, "Impact of channel estimation error on the performance of amplify-and-forward two-way relaying," IEEE Transactions on vehicular technology, vol. 61, no. 3, pp. 1197-1207, March, 2012. https://doi.org/10.1109/TVT.2012.2185964
  25. M.K. Arti and R.B. Manav. "Performance analysis of two-way AF MIMO Relaying of OSTBCs with imperfect channel gains," IEEE Transactions on vehicular technology, vol. 63, no. 8, pp. 4118-4124, October, 2014. https://doi.org/10.1109/TVT.2014.2308638
  26. N. N. Tran, D. H. Pham, H. D. Tuan and H. Nguyen. "Orthogonal affine precoding and decoding for channel estimation and source detection in MIMO frequency-selective fading channel," IEEE Transactions on signal processing, vol.57, no. 3, pp. 1151-1162, March, 2009. https://doi.org/10.1109/TSP.2008.2009020
  27. A. Vosoughi, A. Scaglione. "Everything you always wanted to know about training: guidelines derived using the affine precoding framework and CRB," IEEE Transactions on Signal Processing, vol. 54, no. 3, pp. 940-954, March, 2006. https://doi.org/10.1109/TSP.2005.863031