Title :
Analysis and optimization of iteration schedules for LDPC coded modulation and detection
Author :
Schmalen, Laurent ; Ten Brink, Stephan ; Leven, Andreas
Author_Institution :
Bell Labs., AlcatelLucent, Stuttgart, Germany
Abstract :
In this paper, we consider iterative detection in combination with an outer low-density parity-check (LDPC) code, and present new EXIT curves that help to optimize the decoding schedule among these blocks. For this, we compute a set of (inner) detector and variable node decoder curves depending on whether or not the detector update is included into the iteration loop; interestingly, this involves the differentiation of EXIT curves. We illustrate the schedule optimization using examples such as an inner equalizer for partial response channels. The new design insights are confirmed by trajectory simulations and are used to find the detector execution order minimizing the bit error rate at a given channel quality.
Keywords :
error statistics; iterative decoding; optimisation; parity check codes; EXIT curves; LDPC coded detection; LDPC coded modulation; bit error rate; channel quality; iteration schedules; iterative detection; low-density parity-check code; optimization; Approximation methods; Bit error rate; Decoding; Detectors; Equalizers; Iterative decoding;
Conference_Titel :
Turbo Codes and Iterative Information Processing (ISTC), 2012 7th International Symposium on
Conference_Location :
Gothenburg
Print_ISBN :
978-1-4577-2114-4
Electronic_ISBN :
2165-4700
DOI :
10.1109/ISTC.2012.6325229