Author_Institution :
Sch. of Sci. & Eng., Dept. of Electr. Eng., LUMS, Pakistan
Abstract :
We propose a robust close-to-capacity dirty-paper coding (DPC) design framework in which multi-level low density parity check (LDPC) codes and trellis coded quantization (TCQ) are employed as the channel and source coding components, respectively. The proposed design framework is robust in the sense that it yields close to capacity solutions in the high-, medium-, and low-rate regimes. This is in contrast to existing practical DPC schemes that perform well only in one or two of these regimes, but not all three. We design codes for transmission rates of 0.5, 1.0, 1.5, and 2.0 bits/sample (b/s) using one, two, three, and four LDPC levels; at a block length of 2×105, the codes perform 0.95, 0.58, 0.55, and 0.54 dB from the corresponding information theoretic limits, respectively. We also propose a low-complexity decoding scheme that does not involve iterative message passing between the source and channel decoders; the low-complexity scheme performs only 1.08, 0.85, and 0.79 dB away from the theoretical limits at transmission rates of 1.0, 1.5, and 2.0 b/s, respectively.
Keywords :
channel capacity; channel coding; parity check codes; quantisation (signal); source coding; trellis coded modulation; DPC scheme; LDPC; TCQ; bit rate 1 bit/s; bit rate 1.5 bit/s; bit rate 2 bit/s; channel capacity; channel coding; channel decoding; complexity decoding scheme; dirty paper coding; information theory limit; low density parity check; robust multilevel design; source coding component; source decoding; transmission rate; trellis coded quantization; Decoding; Interference; Iterative decoding; Schedules; Source coding; Dirty paper coding (DPC); low density parity check codes (LDPC); multi-level codes; trellis coded quantization (TCQ);