TY - JOUR
T1 - To code or not to code across time
T2 - Space-time coding with feedback
AU - Lin, Che
AU - Raghavan, Vasanthan
AU - Veeravalli, Venugopal V.
N1 - Funding Information:
Manuscript received November 2, 2007; revised April 16, 2008. This research was supported in part by the NSF award CCF 0431088 through the University of Illinois, and by a Vodafone Foundation Graduate Fellowship. This paper was presented in part at the IEEE Global Communications Conference, Washington, DC, 2007 and the Conference for Information Systems and Sciences, Princeton, NJ, 2008.
PY - 2008/10
Y1 - 2008/10
N2 - Space-time codes leverage the availability of multiple antennas to enhance the reliability of communication over wireless channels. While space-time codes have initially been designed with a focus on open-loop systems, recent technological advances have enabled the possibility of low-rate feedback from the receiver to the transmitter. The focus of this paper is on the implications of this feedback in a single-user multi-antenna system with a general model for spatial correlation. We assume a limited feedback model, that is, a coherent receiver and statistical knowledge at both the ends, along with B bits of error-free quantized channel information at the transmitter. We study space-time coding with a family of linear dispersion (LD) codes that meet an additional orthogonality constraint so as to ensure low-complexity decoding. Our results show that, when the number of bits of feedback (B) is small, a space-time coding scheme that is equivalent to beamforming and does not code across time is optimal in a weak sense in that it maximizes the average received SNR. As B increases, this weak optimality transitions to optimality in a strong sense that is characterized by the maximization of average mutual information. Thus, from a system designer's perspective, our work suggests that beamforming may not only be attractive from a low-complexity viewpoint, but also from an information-theoretic viewpoint.
AB - Space-time codes leverage the availability of multiple antennas to enhance the reliability of communication over wireless channels. While space-time codes have initially been designed with a focus on open-loop systems, recent technological advances have enabled the possibility of low-rate feedback from the receiver to the transmitter. The focus of this paper is on the implications of this feedback in a single-user multi-antenna system with a general model for spatial correlation. We assume a limited feedback model, that is, a coherent receiver and statistical knowledge at both the ends, along with B bits of error-free quantized channel information at the transmitter. We study space-time coding with a family of linear dispersion (LD) codes that meet an additional orthogonality constraint so as to ensure low-complexity decoding. Our results show that, when the number of bits of feedback (B) is small, a space-time coding scheme that is equivalent to beamforming and does not code across time is optimal in a weak sense in that it maximizes the average received SNR. As B increases, this weak optimality transitions to optimality in a strong sense that is characterized by the maximization of average mutual information. Thus, from a system designer's perspective, our work suggests that beamforming may not only be attractive from a low-complexity viewpoint, but also from an information-theoretic viewpoint.
KW - Adaptive coding
KW - Diversity methods
KW - Fading channels
KW - Feedback communications
KW - MIMO systems
KW - Multiplexing
KW - Quantization
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U2 - 10.1109/JSAC.2008.081024
DO - 10.1109/JSAC.2008.081024
M3 - Article
AN - SCOPUS:54249099998
SN - 0733-8716
VL - 26
SP - 1588
EP - 1598
JO - IEEE Journal on Selected Areas in Communications
JF - IEEE Journal on Selected Areas in Communications
IS - 8
M1 - 4641968
ER -