Title :
Joint Low Density Parity-Check Coding and Linear Precoding for Rayleigh Fading Channels
Author :
Yu, Yingqun ; Giannakis, Georgios B.
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ.
Abstract :
We introduce a serially concatenated scheme consisting of outer low density parity-check (LDPC) coding and inner complex field linear precoding (LP) for reliable communications over wireless fading channels. We compare the ergodic capacities of the uncorrelated Rayleigh flat fading channel with and without LP, and show that for constellation-constrained inputs LP can bring considerable signal-to-noise ratio (SNR) gains even with precoders of size as small as 2 or 4. We further derive both optimal and low-complexity sub-optimal iterative decoding algorithms and employ extrinsic information transfer (EXIT) charts to approximately evaluate threshold values of their performance. Simulations reveal that when BPSK is used, the novel LDPC-LP scheme results in up to 1.3 dB (1.0 dB) gain at rate frac12for regular (irregular) codes with a medium block size.
Keywords :
Rayleigh channels; concatenated codes; iterative decoding; linear codes; parity check codes; precoding; BPSK; EXIT chart; Rayleigh fading channel; extrinsic information transfer; joint LDPC coding; linear precoding; low density parity-check coding; reliable communication; serially concatenated scheme; suboptimal iterative decoding algorithm; Binary phase shift keying; Concatenated codes; Constellation diagram; Fading; Gain; Iterative algorithms; Iterative decoding; Parity check codes; Signal to noise ratio; Wireless communication;
Conference_Titel :
Information Sciences and Systems, 2006 40th Annual Conference on
Conference_Location :
Princeton, NJ
Print_ISBN :
1-4244-0349-9
Electronic_ISBN :
1-4244-0350-2
DOI :
10.1109/CISS.2006.286613