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
fDate :
7/1/2002 12:00:00 AM
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;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2002.1013126