SIMO系统中4PAM/16QAM信号的半正定规划盲序列检测算法

doi:10.3969/j.issn.1001-2400.2013.04.028

Abstract

Abstract:

Direct blind sequence detection of the 4PAM/16QAM signal based on semi-definite programming (SDP) for the Single-Input-Multiple-Output (SIMO) system is proposed. In the process of blind SDP detection, firstly we relax the signal blind detection problem in such a way that the relaxed SDP problem is easier to solve; then we solve the SDP problem; thirdly we use randomization strategy to convert the SDP solution to the original blind signal detection problem. The SDP blind detection problem does not depend explicitly or implicitly on the channel order, nor needs the assumption that the parallel channels should be coprime, so it has extensive applicability. Simulation shows that the proposed algorithm demonstrates the advantage of a fast convergence rate and complete independence of channel order estimation and coprime assumption.

Key words: blind equalization, second-order statistics, single input multiple output, infinite impulse response, common zeros, minimum mean square error

CLC Number:

TN911.23

XUE Jiang;PENG Hua;MA Jinjin. Blind semi-definite programming sequence detection of the 4PAM/16QAM signal in the SIMO system[J].J4, 2013, 40(4): 167-173+196.

References

［1］ Tong L, Xu G, Kailath T. Blind Identification and Equalization Based on Second-order Statistics: a Time Domain Approach ［J］. IEEE Trans on Information Theory, 1994, 41(1): 308-311.
［2］胡怀中, 刘文江, 王勇. 一种SIMO多信道系统盲辨识方法［J］. 西安电子科技大学学报, 2005, 32(2): 318-322.
Hu Huaizhong, Liu Wenjiang, Wang Yong. A Blind Identification Method for Single-input Multi-output Multi-channel Systems ［J］. Journal of Xidian University, 2005, 32(2): 318-322.
［3］ Gazzah H. SOS-based Blind Channel Equalization with Quadratic Complexity ［J］. IEEE Trans on Signal Processing, 2011, 59(2): 837-841.
［4］张志涌, Bai Erwei. SIMO含公零点信道的直接序列检测［J］. 电子学报, 2005, 33(4): 671-675.
Zhang Zhiyong, Bai Erwei. Direct Blind Sequence Detection of SIMO Channels with Common Zeros［J］. Acta Electronica Sinica, 2005, 33(4): 671-675.
［5］ Konishi K. A Reweighted Least Squares Approach to QAM Detector for Blind Equalization ［J］. IEEE Signal Processing Letters, 2011, 18(4): 259-262.
［6］ Shao Z Y, Cheung S W, Yuk T I. Combined Semi-definite Relaxation and Sphere Decoding Method for Multiple Antennas Systems［C］//IEEE 2011 International ITG Workshop. Aachen: IEEE, 2011: 1-4.
［7］ Shao Z Y, Cheung S W, Yuk T I. Semi-definite Relexation Decoder for 256-QAM MIMO System［J］. Electronics Letters, 2010, 46(11): 796-797.
［8］徐信, 蔡跃明, 徐友云. MIMO系统中16-QAM信号的软输出半正定松弛检测［J］. 电子与信息学报, 2008, 30(7): 1651-1655.
Xu Xin, Cai Yueming, Xu Youyun. Soft Semi-definite Relaxation for Detection of 16-QAM Signaling in MIMO Systems ［J］. Journal of Electronics ＆ Information Technology, 2008, 30(7): 1651-1655.
［9］ Li Qingyu, Bai Erwei, Ye Yinyu. Blind Channel Equalization and ε-approximation Algorithms ［J］. IEEE Trans on Signal Processing, 2001, 49(11): 2823-2831.
［10］ Bai Erwei, Li Qingyu, Zhang Zhiyong. Blind Source Separation Channel Equalization of Nonlinear Channels with Binary Inputs ［J］. IEEE Trans on Signal Processing, 2005, 53(7): 2315-2323.
［11］ Grant M, Boyd S. Cvx User's Guide for CVX Version 1.21［EB/OL］. ［2011-04-08］. http://cvxr.com/cvx.
［12］ Luo Zhiquan, Ma W K, So A M C, et al. Semidefinite Relaxation of Quadratic Optimization Problems ［J］. IEEE Signal Processing Magazine, 2010, 27(3): 20-34.
［13］ Nekuii M, Kisialiou M, Davidson T N, et al. Efficient Soft Demodulation of MIMO QPSK Via Semidefinite Relaxation［C］//IEEE International Conference on Acoustics Speech and Signal Processing. Las Vegas: IEEE, 2008: 2665-2668.
［14］ Li Qingyu, Bai Erwei, Ding Zhi. Blind Source Separation of Signals with Known Alphabets Using-approximation Algorithms ［J］. IEEE Trans on Signal Processing, 2003, 51(1): 1-10.
［15］ Moulines E, Duhamel P, Mayrargue S. Subspace Methods for the Blind Identification of Multichannel FIR Filters ［J］. IEEE Trans on Signal Processing, 1995, 43(2): 516-525.
［16］ Chen Fangjiong, Kwong S, Kok C W. Blind MMSE Equalization of FIR/IIR Channels Using Oversampling and Multichannel Linear Prediction ［J］. ETRI Journal, 2009, 31(2): 162-171.
［17］ Radenkovic M S, Bose T. A Recursive Blind Adaptive Equalizer for IIR Channels with Common Zeros ［J］. Circuits, System, and Signal Processing, 2009, 28(3): 467-486.

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Blind semi-definite programming sequence detection of the 4PAM/16QAM signal in the SIMO system

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