Soft-output extension of an SNR-adaptive sphere decoder for coded MIMO systems

In this paper, a list sphere decoding method based on an extension of the signal noise ratio (SNR)-adaptive sphere decoder (SSD) is proposed to perform joint iterative detection and decoding in coded multiple-input multiple-output (MIMO) systems. The SSD offers almost optimal symbol error rate (SER) performance over the entire range of SNRs, while keeping its complexity roughly constant for uncoded MIMO systems. The proposed list SSD (LSSD) further improves the complexity of detection schemes in coded MIMO systems, which can greatly reduce the number of nodes visited when generating the candidate list. The simulation results show that the LSSD achieves mostly equivalent performance to the original list sphere decoder (LSD), and much lower complexity compared to the LSD.

[1]  Georgios B. Giannakis,et al.  Approaching MIMO channel capacity with soft detection based on hard sphere decoding , 2006, IEEE Transactions on Communications.

[2]  M. O. Damen,et al.  A unified framework for tree search decoding: rediscovering the sequential decoder , 2005, SPAWC 2005.

[3]  Babak Hassibi,et al.  Statistical Pruning for Near-Maximum Likelihood Decoding , 2007, IEEE Transactions on Signal Processing.

[4]  Zhan Guo,et al.  Algorithm and implementation of the K-best sphere decoding for MIMO detection , 2006, IEEE Journal on Selected Areas in Communications.

[5]  Joachim Hagenauer,et al.  The List-Sequential (LISS) Algorithm and Its Application , 2007, IEEE Transactions on Communications.

[6]  Stephan ten Brink,et al.  Achieving near-capacity on a multiple-antenna channel , 2003, IEEE Trans. Commun..

[7]  Shuangshuang Han,et al.  A Complexity-Efficient Sphere Decoder for MIMO Systems , 2011, 2011 IEEE International Conference on Communications (ICC).

[8]  Helmut Bölcskei,et al.  Soft–Input Soft–Output Single Tree-Search Sphere Decoding , 2009, IEEE Transactions on Information Theory.

[9]  Tracey Ho,et al.  Statistical Pruning for Near Maximum Likelihood Detection of MIMO Systems , 2007, 2007 IEEE International Conference on Communications.

[10]  John S. Thompson,et al.  Fixing the Complexity of the Sphere Decoder for MIMO Detection , 2008, IEEE Transactions on Wireless Communications.