DocumentCode :
2864346
Title :
Approximate-MIN constraint node updating for LDPC code decoding
Author :
Jones, Christopher ; Vallés, Esteban ; Smith, Michael ; Villasenor, John
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Volume :
1
fYear :
2003
fDate :
13-16 Oct. 2003
Firstpage :
157
Abstract :
This work introduces a technique for updating messages that originate at the constraint nodes of bi-partite graphs in low-density parity-check codes. The technique computes only two outgoing magnitudes at each constraint node and exhibits no measurable performance loss as compared to exact belief propagation which computes a unique magnitude for each departing edge from a given constraint node. The technique eliminates the need for memory based table look-up in the constraint node processing and has been implemented using only shift, add, and comparison operations. Finite wordlength results for a ´worst-case´ code indicate that 6 bit quantization yields performance that is similar to that provided by full floating point computation.
Keywords :
decoding; graph theory; parity check codes; LDPC code decoding; bipanite graphs; constraint node updating; low-density parity-check codes; message updating; worst-case code; Bayesian methods; Belief propagation; Bipartite graph; Computational modeling; Iterative decoding; Loss measurement; Parity check codes; Performance loss; Propagation losses; Sum product algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Military Communications Conference, 2003. MILCOM '03. 2003 IEEE
Print_ISBN :
0-7803-8140-8
Type :
conf
DOI :
10.1109/MILCOM.2003.1290095
Filename :
1290095
Link To Document :
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