Construction of protograph-based LDPC codes with chordless short cycles
Controlling small size trapping sets and short cycles can result in LDPC codes with large minimum distance $d_{\min}$. We prove that short cycles with a chord are the root of several trapping sets and eliminating these cycles increases $d_{\min}$. We show that the lower bounds on $d_{\min}$ of an LD...
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Zusammenfassung: | Controlling small size trapping sets and short cycles can result in LDPC
codes with large minimum distance $d_{\min}$. We prove that short cycles with a
chord are the root of several trapping sets and eliminating these cycles
increases $d_{\min}$. We show that the lower bounds on $d_{\min}$ of an LDPC
code with chordless short cycles, girths 6 (and 8), and column weights $\gamma$
(and 3), respectively, are $2\gamma$ (and 10), which is a significant
improvement compared to the existing bounds $\gamma+1$ (and 6). Necessary and
sufficient conditions for exponent matrices of protograph-based LDPC codes with
chordless short cycles are proposed for any type of protographs, single-edge
and multiple-edge, regular and irregular. The application of our method to
girth-6 QC-LDPC codes shows that the removal of those cycles improves previous
results in the literature. |
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DOI: | 10.48550/arxiv.2008.01322 |