Fast Essentially Maximum Likelihood Decoding of the Golden Code

The Golden code is a full-rate full-diversity space-time code which has been incorporated in the IEEE 802.16 (WiMAX) standard. The worst case complexity of a tree-based sphere decoder for a square QAM constellation is O(N3), where N is the size of the underlying QAM constellation; the worst case will dominate average decoding complexity on any channel with a significant line of sight component. In this paper, we present a simple algorithm with quadratic complexity for decoding the Golden code that can be employed by mobile terminals with either one or two receive antennas, that is resilient to near singularity of the channel matrix, and that gives essentially maximum likelihood (ML) performance. Dual use is an advantage, since there will likely be some IEEE 802.16 mobile terminals with one receive antenna and some with two antennas. The key to the quadratic algorithm is a maximization of the likelihood function with respect to one of the pair of signal points conditioned on the other. This choice is made by comparing the determinants of two covariance matrices, and the underlying geometry of the Golden code guarantees that one of these choices is good with high probability.

[1]  Robert Boorstyn,et al.  Single tone parameter estimation from discrete-time observations , 1974, IEEE Trans. Inf. Theory.

[2]  Lizhong Zheng,et al.  Diversity and multiplexing: a fundamental tradeoff in multiple-antenna channels , 2003, IEEE Trans. Inf. Theory.

[3]  Emanuele Viterbo,et al.  The golden code: a 2 x 2 full-rate space-time code with non-vanishing determinants , 2004, International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings..

[4]  J. Belfiore,et al.  The golden code: a 2×2 full-rate space-time code with nonvanishing determinants , 2004, IEEE Trans. Inf. Theory.

[5]  Pranav Dayal,et al.  An optimal two transmit antenna space-time code and its stacked extensions , 2005, IEEE Transactions on Information Theory.

[6]  Serdar Sezginer,et al.  Full-rate full-diversity 2 x 2 space-time codes of reduced decoder complexity , 2007, IEEE Communications Letters.

[7]  John R. Barry,et al.  The Golden Code is Fast Decodable , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[8]  B.S. Rajan,et al.  Low ML-Decoding Complexity, Large Coding Gain, Full-Rate, Full-Diversity STBCs for 2 $\times$ 2 and 4 $\times$ 2 MIMO Systems , 2008, IEEE Journal of Selected Topics in Signal Processing.

[9]  A. Robert Calderbank,et al.  Low complexity essentially maximum likelihood decoding of perfect space-time block codes , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

[10]  John R. Barry,et al.  Fast maximum-likelihood decoding of the golden code , 2010, IEEE Transactions on Wireless Communications.

[11]  A. Robert Calderbank,et al.  Fast Optimal Decoding of Multiplexed Orthogonal Designs by Conditional Optimization , 2010, IEEE Transactions on Information Theory.