Title :
On Minimum-WER Performance of a Class of LDPC Codes for the BSC/E Under Extended Bounded-Distance Decoding
Author :
Mahadevan, Amitkumar ; Morris, Joel M.
Abstract :
We study the word-error-rate (WER) performance and the WER-minimizing decision thresholds plusmnt* for the class of row-column-diagonal (RCD) array codes and their generalizations on the binary symmetric channel with erasures (BSC/E) where decoding is via an extended bounded-distance decoder (e-BDD). This model applies to very-high-data-rate systems where soft-decision iterative decoding is impractical. We demonstrate that substantial WER performance gain can be obtained, especially at higher channel signal-to-noise ratio (CSNR) (CSNR =Delta 10 log10 (1/2sigma2)) values, by employing two optimal thresholds ( plusmnt*) chosen to minimize WER. We study the WER improvement and signal-to-noise ratio (SNR) performance gain as a function of code length (n) for fixed minimum distance (dmin), and as a function of (dmin) for fixed (n). A distinct difference in the behavior of WER versus the threshold t, and the optimal threshold t* versus SNR, is observed between codes with odd and even dmin, with the even dmin. codes exhibiting larger performance improvements when employing a BSC/E instead of a BSC
Keywords :
error statistics; iterative decoding; parity check codes; LDPC codes; SNR; channel signal-to-noise ratio; extended bounded-distance decoding; minimum-WER performance; row-column-diagonal array codes; signal-to-noise ratio; soft-decision iterative decoding; word-error-rate; AWGN; Availability; Circuits; Communications Society; Computer science; Information theory; Iterative decoding; Parity check codes; Performance gain; Signal to noise ratio; Binary symmetric channel with erasures (BSC/E); extended bounded-distance decoder (e-BDD); row-column-diagonal (RCD) codes; two-threshold decisioning;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2006.888545