Title :
Non-Binary LDPC Erasure Codes With Separated Low-Degree Variable Nodes
Author :
Garrammone, Giuliano ; Paolini, Enrico ; Matuz, Balazs ; Liva, Gianluigi
Author_Institution :
Inst. of Commun. & Navig., German Aerosp. Center (DLR), Wessling, Germany
Abstract :
The code design of non-binary low-density paritycheck codes for the erasure channel, under maximum a posteriori decoding, is addressed. In particular, a partially structured ensemble of codes, characterized by a careful control of the amount and of the connectivity of the variable nodes of small degrees, is proposed. The identified ensemble of codes is analyzed in terms of asymptotic thresholds and weight distribution and it is shown that codes from the ensemble provide a remarkable trade-off between waterfall performance, error floor, and decoding complexity. As an example, the performance curve of a short (256,128) code on the memoryless 16-ary erasure channel tightly approaches the Singleton bound at least down to a codeword error rate of 10-9, at low decoding complexity.
Keywords :
channel coding; computational complexity; maximum likelihood decoding; parity check codes; asymptotic threshold; codeword error rate; low-degree variable node; maximum a posteriori decoding; memoryless 16-ary erasure channel; nonbinary LDPC erasure code; nonbinary low-density parity check code; waterfall performance; weight distribution; Complexity theory; Decoding; Error analysis; Parity check codes; Polynomials; Probability distribution; Sparse matrices; Erasure channel; finite fields; low-density parity-check codes; maximum a posteriori decoding;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2015.2468232