DocumentCode :
2723236
Title :
Low density parity check codes: construction based on finite geometries
Author :
Kou, Yu ; Lin, Shu ; Fossorier, Marc P C
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
Volume :
2
fYear :
2000
fDate :
2000
Firstpage :
825
Abstract :
Low density parity check (LDPC) codes with iterative decoding based on belief propagation (IDBP) achieve astonishing error performance close to the Shannon limit. Until now there has been no known method for constructing these Shannon limit approaching codes systematically. Good LDPC codes are largely generated by computer search. As a result, the encoding of long LDPC codes is in general very complex. This paper presents the first algebraic method for constructing LDPC codes systematically based on finite analytic geometries. Four classes of finite geometry LDPC codes with relatively good minimum distances are constructed. These codes are either cyclic or quasi-cyclic and therefore their encoding can be implemented with simple linear feedback shift registers. Long finite geometry LDPC codes have been constructed and they achieve an error performance only a few tenths of a dB away from the Shannon limit. Finite geometry LDPC codes are strong competitors to turbo codes for error control in communication and digital data storage systems
Keywords :
cyclic codes; error correction codes; iterative decoding; LDPC codes; Shannon limit; algebraic method; belief propagation; communication systems; construction; cyclic codes; digital data storage systems; error control codes; error performance; finite geometries; finite geometry LDPC codes; iterative decoding; linear feedback shift registers; low density parity check codes; minimum distances; quasi-cyclic codes; Belief propagation; Computational geometry; Computer errors; Error correction; Feedback; Iterative decoding; Null space; Parity check codes; Sparse matrices; Turbo codes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2000. GLOBECOM '00. IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-6451-1
Type :
conf
DOI :
10.1109/GLOCOM.2000.891254
Filename :
891254
Link To Document :
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