Vector Precoding for Wireless MIMO Systems: A Replica Analysis
Abstract
We apply the replica method to analyze vector precoding, a method to reduce transmit power in antenna array communications. The analysis applies to a very general class of channel matrices. The statistics of the channel matrix enter the transmitted energy per symbol via its R-transform. We find that vector precoding performs much better for complex than for real alphabets. As a byproduct, we find a nonlinear precoding method with polynomial complexity that outperforms NP-hard Tomlinson-Harashima precoding for binary modulation on complex channels if the number of transmit antennas is slightly larger than twice the number of receive antennas.
- Publication:
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arXiv e-prints
- Pub Date:
- June 2007
- DOI:
- 10.48550/arXiv.0706.1169
- arXiv:
- arXiv:0706.1169
- Bibcode:
- 2007arXiv0706.1169M
- Keywords:
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- Computer Science - Information Theory;
- Condensed Matter - Statistical Mechanics
- E-Print:
- 21 pages, 8 figures, submitted for publication to "IEEE JSAC Special Issue on Multiuser Detection for Advanced Communication Systems and Networks"