Analysis of absorbing sets and fully absorbing sets of array-based LDPC codes

The class of low-density parity-check (LDPC) codes is attractive, since such codes can be decoded using practical message-passing algorithms, and their performance is known to approach the Shannon limits for suitably large blocklengths. For the intermediate blocklengths relevant in applications, however, many LDPC codes exhibit a so-called "error floor", corresponding to a significant flattening in the curve that relates signal-to-noise ratio (SNR) to the bit error rate (BER) level. Previous work has linked this behavior to combinatorial substructures within the Tanner graph associated with an LDPC code, known as (fully) absorbing sets. These fully absorbing sets correspond to a particular type of nearcodewords or trapping sets that are stable under bit-flipping operations, and exert the dominant effect on the low BER behavior of structured LDPC codes. This paper provides a detailed theoretical analysis of these (fully) absorbing sets for the class of Cp, array-based LDPC co...

• Type: Journal
• Year: 2010
• Where: TIT
• Authors: Lara Dolecek, Zhengya Zhang, Venkat Anantharam, Martin J. Wainwright, Borivoje Nikolic
• Keywords: Array-based Ldpc Codes, Education, Error Floor, LDPC Codes, TIT 2010