Title :
Coded modulation in the block-fading channel: coding theorems and code construction
Author :
Guillén i Fàbregas, Albert ; Caire, Giuseppe
Author_Institution :
Inst. Eurecom, Sophia-Antipolis, France
Abstract :
We consider coded modulation schemes for the block-fading channel. In the setting where a codeword spans a finite number N of fading degrees of freedom, we show that coded modulations of rate R bit per complex dimension, over a finite signal set χ⊆C of size 2M, achieve the optimal rate-diversity tradeoff given by the Singleton bound δ(N,M,R)=1+└N(1-R/M)┘, for R∈(0,M┘. Furthermore, we show also that the popular bit-interleaved coded modulation achieves the same optimal rate-diversity tradeoff. We present a novel coded modulation construction based on blockwise concatenation that systematically yields Singleton-bound achieving turbo-like codes defined over an arbitrary signal set χ⊂C. The proposed blockwise concatenation significantly outperforms conventional serial and parallel turbo codes in the block-fading channel. We analyze the ensemble average performance under maximum-likelihood (ML) decoding of the proposed codes by means of upper bounds and tight approximations. We show that, differently from the additive white Gaussian noise (AWGN) and fully interleaved fading cases, belief-propagation iterative decoding performs very close to ML on the block-fading channel for any signal-to-noise ratio (SNR) and even for relatively short block lengths. We also show that, at constant decoding complexity per information bit, the proposed codes perform close to the information outage probability for any block length, while standard block codes (e.g., obtained by trellis termination of convolutional codes) have a gap from outage that increases with the block length: this is a different and more subtle manifestation of the so-called "interleaving gain" of turbo codes.
Keywords :
AWGN channels; Rayleigh channels; block codes; channel coding; concatenated codes; diversity reception; interleaved codes; iterative decoding; maximum likelihood decoding; modulation coding; probability; turbo codes; AWGN; MDS; ML; Singleton bound; additive white Gaussian noise; belief-propagation; bit-interleaved coded modulation; block-fading channel; block-wise concatenation; code construction; codeword span; interleaving gain; iterative decoding; maximum distance-separable code; maximum-likelihood decoding; outage probability; rate-diversity tradeoff; turbo-like code; AWGN; Delta modulation; Fading; Interleaved codes; Iterative decoding; Maximum likelihood decoding; Modular construction; Modulation coding; Signal to noise ratio; Turbo codes; Block-fading channels; bit-interleaved coded modulation; concatenated codes; distance spectrum; diversity; iterative decoding; maximum distance-separable (MDS) codes; maximum-likelihood (ML) decoding; outage probability;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2005.860414