DocumentCode
771497
Title
Performance of space-time codes for a large number of antennas
Author
Biglieri, Ezio ; Taricco, Giorgio ; Tulino, Antonia
Author_Institution
Dipt. di Elettronica, Politecnico di Torino, Italy
Volume
48
Issue
7
fYear
2002
fDate
7/1/2002 12:00:00 AM
Firstpage
1794
Lastpage
1803
Abstract
We study the asymptotic behavior of space-time codes when the number of transmit and receive antennas grows to infinity. Specifically, we determine the behavior of pairwise error probabilities with maximum-likelihood (ML) decoding and with three types of receiver interfaces: the ML interface, the linear zero-forcing (ZF) interface, and the linear minimum-mean-square-error (MMSE) interface. Two situations are studied: when the number of receiving antennas grows to infinity while the number of transmitting antennas is finite, and when both numbers grow to infinity but their ratio remains constant. We show that with ML or linear interfaces the asymptotic performance of space-time codes is determined by the Euclidean distances between codewords. Moreover, with the two linear interfaces examined here the number r of receive antennas must be much larger than the number t of transmit antennas to avoid a sizeable loss of performance; on the other hand, when r ≫ t, the performance of these linear interfaces comes close to that of ML. The dependence of error probabilities on Euclidean distance is valid for intermediate signal-to-noise ratios (SNRs) even when the number of antennas is small. Simulations validate our theoretical findings, and show how asymptotic results may be substantially valid even in a nonasymptotic regime: thus, even for few antennas, off-the-shelf codes may outperform space-time codes designed ad hoc
Keywords
antenna arrays; codes; error statistics; maximum likelihood decoding; maximum likelihood detection; receiving antennas; transmitting antennas; AWGN channels; Euclidean distance; ML detection; ML interface; MMSE; SNR; additive white Gaussian noise channels; asymptotic performance; codewords; linear minimum-mean-square-error interface; linear zero-forcing interface; maximum-likelihood decoding; off-the-shelf codes; pairwise error probabilities; radio system; receive antennas; receiver interfaces; signal-to-noise ratios; simulations; space-time codes; transmit antennas; Error probability; Euclidean distance; H infinity control; Maximum likelihood decoding; Pairwise error probability; Performance loss; Propagation losses; Receiving antennas; Space time codes; Transmitting antennas;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2002.1013126
Filename
1013126
Link To Document