Spatially concatenated codes with turbo equalization for correlated sources

K Anwar, T Matsumoto - IEEE Transactions on Signal …, 2012 - ieeexplore.ieee.org
K Anwar, T Matsumoto
IEEE Transactions on Signal Processing, 2012ieeexplore.ieee.org
This paper proposes for single carrier signaling a simple structure that combines turbo
equalization and decoding of correlated sources in multipath-rich multiuser Rayleigh fading
multiple access channels (MAC), where the correlation between the sources is exploited by
vertical iterations (VI) between the decoders. The bit-flipping model with a flipping probability
pe is used to express the correlation ρ between the sources as ρ= 1-2 p e. The proposed
simple structure, spatially concatenated codes (SpCC), can achieve turbo-like performance …
This paper proposes for single carrier signaling a simple structure that combines turbo equalization and decoding of correlated sources in multipath-rich multiuser Rayleigh fading multiple access channels (MAC), where the correlation between the sources is exploited by vertical iterations (VI) between the decoders. The bit-flipping model with a flipping probability p e is used to express the correlation ρ between the sources as ρ = 1-2 p e . The proposed simple structure, spatially concatenated codes (SpCC), can achieve turbo-like performance over MAC channels suffering from severe inter-symbol interference (ISI), even though it uses short memory convolutional codes. First of all, to achieve turbo-like performance we introduce VI s to exploit the knowledge about the source correlation by exchanging extrinsic log-likelihood ratio (LLR) between the two decoders. We then add a rate-1 doped accumulator (D-ACC) to flexibly adapt for the variation of correlations between the sources. The results of computer simulations and extrinsic information transfer (EXIT) analysis confirm that in multipath-rich environments the proposed structure can achieve excellent performances, 1.02-1.28 dB away from the Slepian-Wolf-Shannon limit, at 1% outage probability for 0 <; ρ ≤ 1.
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