Title :
Efficient Message-Passing Decoding of LDPC Codes using Vector-based Messages
Author :
Tjäder, Mats ; Grimnell, Mikael ; Danev, Danyo ; Tullberg, Hugo M.
Author_Institution :
Dept. of Electr. Eng., Linkoping Univ.
Abstract :
In this paper we investigate reduced complexity decoders for LDPC codes over M-PSK modulation. Capacity calculations show only minor losses if only phase information is considered in the decoder. We device a decoder based on phase angle summation, which unfortunately does not work for codes over Galois fields (but shows promising results for codes over integer rings). For codes over Galois fields we construct table-based decoders which gives performance close to belief propagation decoders at substantially reduced complexity
Keywords :
Galois fields; computational complexity; decoding; message passing; parity check codes; phase shift keying; Galois fields; LDPC codes; M-PSK modulation; belief propagation decoders; complexity decoders; message-passing decoding; table-based decoders; vector-based messages; AWGN channels; Belief propagation; Data communication; Decoding; Error correction codes; Galois fields; Modulation coding; Parity check codes; Phase measurement; Phase shift keying;
Conference_Titel :
Information Theory, 2006 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
1-4244-0505-X
Electronic_ISBN :
1-4244-0504-1
DOI :
10.1109/ISIT.2006.261647