Title :
Quasi-Static Multiple-Antenna Fading Channels at Finite Blocklength
Author :
Wei Yang ; Durisi, Giuseppe ; Koch, Thorsten ; Polyanskiy, Yury
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Gothenburg, Sweden
Abstract :
This paper investigates the maximal achievable rate for a given blocklength and error probability over quasi-static multiple-input multiple-output fading channels, with and without channel state information at the transmitter and/or the receiver. The principal finding is that outage capacity, despite being an asymptotic quantity, is a sharp proxy for the finite-blocklength fundamental limits of slow-fading channels. Specifically, the channel dispersion is shown to be zero regardless of whether the fading realizations are available at both transmitter and receiver, at only one of them, or at neither of them. These results follow from analytically tractable converse and achievability bounds. Numerical evaluation of these bounds verifies that zero dispersion may indeed imply fast convergence to the outage capacity as the blocklength increases. In the example of a particular 1 × 2 single-input multiple-output Rician fading channel, the blocklength required to achieve 90% of capacity is about an order of magnitude smaller compared with the blocklength required for an AWGN channel with the same capacity. For this specific scenario, the coding/decoding schemes adopted in the LTE-Advanced standard are benchmarked against the finite-blocklength achievability and converse bounds.
Keywords :
AWGN channels; Long Term Evolution; MIMO communication; Rician channels; antenna arrays; block codes; channel capacity; channel coding; decoding; numerical analysis; probability; radio receivers; radio transmitters; AWGN channel; LTE-Advanced standard; asymptotic quantity; channel dispersion; channel state information; error probability; finite blocklength; maximal achievable rate investigation; numerical evaluation; outage channel capacity; quasistatic multiple-antenna fading channel; quasistatic multiple-input multiple-output fading channel; radio receiver; radio transmitter; single-input multiple-output Rician fading channel; slow-fading channel; zero dispersion; Decoding; Error probability; MIMO; Rayleigh channels; Receivers; Transmitters; Channel dispersion; MIMO channel; finite blocklength regime; outage probability; quasi-static fading channel;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2318726