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http://dx.doi.org/10.7840/kics.2013.38A.9.798

On Robust MMSE-Based Filter Designs for Multi-User Peer-to-Peer Amplify-and-Forward Relay Systems  

Shin, Joonwoo (한국전자통신연구원 B4G 이동통신방식연구부)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.38A, no.9, 2013 , pp. 798-809 More about this Journal
Abstract
In this paper, we propose robust relay and destination filter design methods for the multi-user peer-to-peer amplify-and-forward relaying systems while taking imperfect channel knowledge into consideration. Specifically, the relay and destination filter sets are developed to minimize the sum mean-squared-error (MSE). We first present a robust joint optimum relay and destination filter calculation method with an iterative algorithm. Motivated by the need to reduce computational complexity of the iterative scheme, we then formulate a simplified sum MSE minimization problem using the relay filter decomposability, which lead to two robust sub-optimum non-iterative design methods. Finally, we propose robust modified destination filter design methods which require only local channel state information between relay node and a specific destination node. The analysis and simulation results verify that, compared with the optimum iterative method, the proposed non-iterative schemes suffer a marginal loss in performance while enjoying significantly improved implementation efficiencies. Also it is confirmed that the proposed robust filter design methods provide desired robustness in the presence of channel uncertainty.
Keywords
MMSE filter; Amplify-and-forward relay;
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1 G. H. Golub and C. F. V. Loan, Matrix computations, Johns Hopkins University Press, 1996.
2 B. K. Chalise, L. Vandendorpe, and J. Louveaux, "MIMO relaying for multi-point to multi-point communication in wireless networks," in Proc. 2nd IEEE Int. Workshop Computational Advances Multi-Sensor Adaptive Process. (CAMSAP '07), pp. 217-220, St. Thomas, U.S.A., Dec. 2007.
3 J. Kim, J. Hwang, K. J. Lee, and I. Lee, "Blockwise amplify-and-forward relaying strategies for multipoint-to-multipoint MIMO networks," IEEE Trans. Wireless Commun., vol. 10, no. 7, pp. 2028-2033, July 2011.   DOI   ScienceOn
4 P. Ubaidulla and A. Chockalingam, "Relay precoder optimization in MIMO-relay networks with imperfect CSI," IEEE Trans. Signal Process., vol. 59, no. 11, pp. 5473-5484, Nov. 2011.   DOI   ScienceOn
5 J. Joung and A. H. Sayed, "Multiuser two-way amplify-and-forward relay processing and power control methods for beamforming systems," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1833-1846, Mar. 2010.   DOI   ScienceOn
6 J. Shin, J. Moon, and J. Ahn, "MMSE-based filer design for multi-user peer-to-peer MIMO amplify-and-forward relay systems," in Proc. IEEE Int. Conf. Commun. (ICC'2013), pp. 4098-4103, Budapest, Hungary, June 2013.
7 H. Sung, S. R. Lee, and I. Lee, "Generalized channel inversion methods for multiuser MIMO systems," IEEE Trans. Commun., vol. 57, no. 11, pp. 3489-3499, Nov. 2009.   DOI   ScienceOn
8 S. Boyd and L. Vandenberghe, Convex optimization. Cambridge University Press, 2004.
9 C. Song, K. J. Lee, and I. Lee, "MMSE based transceiver designs in closed-loop non-regenerative MIMO relaying systems," IEEE Trans. Wireless Commun., vol. 9, no. 7, pp. 2310-2319, July 2010.   DOI   ScienceOn
10 C. B. Peel, B. M. Hochwald, and A. L. Swindlehurst, "A vector-perturbation technique for near-capacity multiantenna multiuser communication-part I: channel inversion and regularization," IEEE Trans. Commun., vol. 53, no. 1, pp. 195-202, Jan. 2005.   DOI   ScienceOn
11 B. K. Chalise and L. Vandendorpe, "MIMO relay design for multipoint-to-multipoint communications with imperfect channel state information," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2785-2796, July 2009.   DOI   ScienceOn
12 X. Tang and Y. Hua, "Optimal design of non-regenerative MIMO wireless relays," IEEE Trans. Wireless Commun., vol. 6, no. 4, pp. 1398-1407, Apr. 2007.   DOI   ScienceOn
13 Y. Cheng and M. Pesavento, "Joint optimization of source power allocation and distributed relay beamforming in multiuser peer-to-peer relay networks," IEEE Trans. Signal Process., vol. 60, no. 6, pp. 2962-2973, June 2012.   DOI   ScienceOn
14 O. Munoz-Median, J. Vidal, and A. Agustin, "Linear transceiver design in nonregenerative relays with channel state information," IEEE Trans. Signal Process., vol. 55, no. 6, pp. 2593-2604, June 2007.   DOI   ScienceOn
15 Y. Rong, X. Tang, and Y. Hua, "A unified framework for optimizing linear nonregenerative multicarrier MIMO relay communication systems," IEEE Trans. Signal Process., vol. 57, no. 12, pp. 4837-4851, Dec. 2009.   DOI   ScienceOn
16 A. H. Phan, H. D. Tuan, H. H. Kha, and H. H. Nguyen, "Beamforming optimization in multi-user amplify-and-forward wireless relay networks," IEEE Trans. Wireless Commun., vol. 11, no. 4, pp. 1510-1520, Apr. 2012.vol. 11, pp. 1510 - 1520, Apr. 2012.   DOI   ScienceOn
17 S. Fazeli-Dehkordy, S. Shahbazpanahi, and S. Gazor, "Multiple peer-to-peer communications using a network of relays," IEEE Trans. Signal Process., vol. 57, no. 8, pp. 3053-3062, Aug. 2009.   DOI   ScienceOn
18 Y. Liu and A. P. Petropulu, "On the sumrate of amplify-and-forward relay networks with multiple source-destination pairs," IEEE Trans. Wireless Commun., vol. 10, no. 11, pp. 3732-3742, Nov. 2011   DOI   ScienceOn
19 M. Fadel, A. El-Keyi, and A. Sultan, "QOS-constrained multiuser peer-to-peer amplify-and-forward relay beamforming," IEEE Trans. Signal Process., vol. 60, no. 3, pp. 1397-1408, Mar. 2012.   DOI   ScienceOn
20 K. Zarifi, A. Ghrayeb, and S. Affes, "Jointly optimal source power control and relay matrix design in multipoint-to-multipoint cooperative communication networks," IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4313-4330, Sep. 2011.   DOI   ScienceOn