Title :
Approximately universal codes over slow-fading channels
Author :
Tavildar, Saurabha ; Viswanath, Pramod
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
fDate :
7/1/2006 12:00:00 AM
Abstract :
Performance of reliable communication over a coherent slow-fading multiple-input multiple-output (MIMO) channel at high signal-to-noise ratio (SNR) is succinctly captured as a fundamental tradeoff between diversity and multiplexing gains. This paper studies the problem of designing codes that optimally tradeoff the diversity and multiplexing gains. The main contribution is a precise characterization of codes that are universally tradeoff-optimal, i.e., they optimally tradeoff the diversity and multiplexing gains for every statistical characterization of the fading channel. This characterization is referred to as approximate universality; the approximation is in the connection between error probability and outage capacity with diversity and multiplexing gains, respectively. The characterization of approximate universality is then used to construct new coding schemes as well as to show optimality of several schemes proposed in the space-time coding literature.
Keywords :
MIMO systems; approximation theory; channel capacity; channel coding; diversity reception; error statistics; fading channels; multiplexing; space-time codes; MIMO channel; approximate universality; communication reliablity; diversity; error probability; multiple-input multiple-output system; multiplexing gain; outage capacity; slow-fading channel; space-time coding; statistical characterization; universal codes; Capacity planning; Engineering profession; Error probability; Fading; Information systems; MIMO; Reliability engineering; Robustness; Signal design; Signal to noise ratio; Compound channel; diversity-multiplexing tradeoff; fading channel; multiple-input multiple-output (MIMO); space–time codes; universal codes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2006.876226