Title : 
Message passing algorithm with MAP decoding on zigzag cycles for non-binary LDPC codes
         
        
            Author : 
Nozaki, Takayuki ; Kasai, Keisuke ; Sakaniwa, Kohichi
         
        
            Author_Institution : 
Kanagawa Univ., Yokohama, Japan
         
        
        
        
        
        
            Abstract : 
In this paper, we propose a decoding algorithm which lowers decoding erasure rates in the error floor regions for non-binary low-density parity-check codes transmitted over the binary erasure channels. This decoding algorithm is a combination with belief propagation (BP) decoding and maximum a posteriori (MAP) decoding on zigzag cycles, which cause decoding erasures in the error floor region. We show that MAP decoding on the zigzag cycles is realized by means of a message passing algorithm. A simulation result shows that the decoding erasure rates in the error floor regions by the proposed decoding algorithm are lower than those by the BP decoder.
         
        
            Keywords : 
binary codes; decoding; maximum likelihood detection; parity check codes; MAP decoding; belief propagation decoding; binary erasure channel; decoding erasure rates; error floor region; low-density parity-check codes; maximum a posteriori decoding; message passing algorithm; nonbinary LDPC codes; zigzag cycle; Complexity theory; Decoding; Iterative decoding; Message passing; Simulation;
         
        
        
        
            Conference_Titel : 
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
         
        
            Conference_Location : 
Istanbul
         
        
        
        
            DOI : 
10.1109/ISIT.2013.6620741