High performance low complexity receiver for v-blast

A method of combining ZF-SIC (MMSE-SIC) and a reduced ML search is proposed (named ZF-SIC-SEARCH and MMSE-SIC-SEARCH) which gives V-BLAST decoding performance close to that of ML (maximum likelihood) while retaining the complexity comparable to that of ZF-SIC (MMSE-SIC). We show that ZF-SIC-SEARCH is same as ML algorithm for Mt = 2 (Mt denotes number of transmitting antennas). Our algorithm first determines a reduced set of candidate solution vectors and then chooses the one nearest (in the sense of Euclidean distance) to the received vector. For Mt = 2 in ZF-SIC-SEARCH, the diversity order analysis of one of these solution vectors named as true mapped vector shows that the true mapped vector enjoys additional diversity due to selection combining. We also present a method to further reduce complexity for higher order constellations by formulating the problem in an equivalent real domain. This alternative, though inferior to ML, still has significant performance improvement over conventional ZF-SIC/MMSE-SIC. Simulation results are presented for 5times5 MIMO system.

[1]  François Gagnon,et al.  Performance analysis of the V-BLAST algorithm: an analytical approach , 2004, IEEE Transactions on Wireless Communications.

[2]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[3]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[4]  Zhi-Quan Luo,et al.  Parallel detection for V-BLAST system , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[5]  John M. Cioffi,et al.  Combined ML and DFE decoding for the V-BLAST system , 2000, 2000 IEEE International Conference on Communications. ICC 2000. Global Convergence Through Communications. Conference Record.

[6]  Babak Hassibi,et al.  An efficient square-root algorithm for BLAST , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[7]  Reinaldo A. Valenzuela,et al.  V-BLAST: an architecture for realizing very high data rates over the rich-scattering wireless channel , 1998, 1998 URSI International Symposium on Signals, Systems, and Electronics. Conference Proceedings (Cat. No.98EX167).