Title :
Near-capacity coding in multicarrier modulation systems
Author :
Ardakani, Masoud ; Esmailian, Tooraj ; Kschischang, Frank R.
Author_Institution :
Edward S. Rogers Sr. Dept. of Electr. & Comput. Eng., Univ. of Toronto, Ont., Canada
Abstract :
We apply irregular low-density parity-check (LDPC) codes to the design of multilevel coded quadrature amplitude modulation (QAM) schemes for application in discrete multitone systems in frequency-selective channels. A combined Gray/Ungerboeck scheme is used to label each QAM constellation. The Gray-labeled bits are protected using an irregular LDPC code with iterative soft-decision decoding, while other bits are protected using a high-rate Reed-Solomon code with hard-decision decoding (or are left uncoded). The rate of the LDPC code is selected by analyzing the capacity of the channel seen by the Gray-labeled bits and is made adaptive by selective concatenation with an inner repetition code. Using a practical bit-loading algorithm, we apply this coding scheme to an ensemble of frequency-selective channels with Gaussian noise. Over a large number of channel realizations, this coding scheme provides an average effective coding gain of more than 7.5 dB at a bit-error rate of 10-7 and a block length of approximately 105 b. This represents a gap of approximately 2.3 dB from the Shannon limit of the additive white Gaussian noise channel, which could be closed to within 0.8-1.2 dB using constellation shaping.
Keywords :
AWGN channels; Gray codes; Reed-Solomon codes; channel coding; iterative decoding; modulation coding; parity check codes; quadrature amplitude modulation; Gray-Ungerboeck scheme; Gray-labeled bit; QAM constellation; Shannon limit; discrete multitone system; frequency-selective channel; hard-decision decoding; high-rate Reed-Solomon code; iterative soft-decision decoding; low-density parity-check code; multicarrier modulation system; multilevel coded quadrature amplitude modulation; near-capacity coding; practical bit-loading algorithm; selective concatenation; white Gaussian noise channel; Bit error rate; Channel capacity; Frequency; Gaussian noise; Iterative decoding; Modulation coding; Parity check codes; Protection; Quadrature amplitude modulation; Reed-Solomon codes; 65; Discrete multitone systems; LDPC; codes; frequency-selective channels; low-density parity-check; multilevel-coded modulation;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2004.836560