Title :
Estimation of the decoding threshold of LDPC codes over the q-ary partial erasure channel
Author :
Cohen, Reuven ; Cassuto, Yuval
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
Abstract :
In this paper, we discuss bounds and approximations for the decoding threshold of LDPC codes over the q-ary partial erasure channel (QPEC), introduced in [1]. The QPEC has a q-ary input, and its output is either one symbol or a set of 2 ≤ M ≤ q possible symbols. We show how an upper bound on the decoding threshold can be derived using a single-letter recurrence relation, when M > q/2. In addition, we discuss complexity issues in the calculation of the threshold, and provide two approximation models that lead to reasonable results with a fraction of the complexity required for the exact calculation.
Keywords :
approximation theory; channel coding; decoding; parity check codes; LDPC codes; QPEC codes; approximation models; decoding threshold estimation; q-ary partial erasure channel; single-letter recurrence relation; Approximation methods; Complexity theory; Decoding; Equations; Mathematical model; Parity check codes; Upper bound;
Conference_Titel :
Turbo Codes and Iterative Information Processing (ISTC), 2014 8th International Symposium on
Conference_Location :
Bremen
DOI :
10.1109/ISTC.2014.6955113