Title :
Controlling the Error Floor in LDPC Decoding
Author :
Shuai Zhang ; Schlegel, Christian
Author_Institution :
Stat. Canada, Ottawa, ON, Canada
Abstract :
The error floor of LDPC is revisited as an effect of dynamic message behavior in the so-called absorbing sets of the code. It is shown that if the signal growth in the absorbing sets is properly balanced by the growth of set-external messages, the error floor can be lowered to essentially arbitrarily low levels. Importance sampling techniques are discussed and used to verify the analysis, as well as to discuss the impact of iterations and message quantization on the code performance in the ultra-low BER (error floor) regime.
Keywords :
error statistics; parity check codes; quantisation (signal); LDPC decoding; dynamic message behavior; error floor; message quantization; sampling techniques; set-external messages; ultra-low BER; Charge carrier processes; Decoding; EPON; Error analysis; IEEE 802.3 Standards; Iterative decoding; Absorbing set; error floor; importance sampling; iterative decoding; low-density parity-check codes; trapping set;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2013.071813.120659