DocumentCode
2708620
Title
BWT based universal lossless source controlled channel decoding with low density parity check codes
Author
Wang, Li ; Shamir, Gil I.
Author_Institution
Dept. of Electr. & Comput. Eng., Utah Univ., Salt Lake City, UT, USA
fYear
2005
fDate
29-31 March 2005
Firstpage
487
Abstract
Summary form only given. In many channel decoding applications, redundancy is left in the channel coded data. A new method for utilizing this redundancy in channel decoding is proposed. The method is based on the Burrows-Wheeler transform (BWT) and on universal compression techniques for piecewise stationary memoryless sources (PSMS), and is applied to regular low-density parity-check (LDPC) codes. Two settings are proposed. In the first, the BWT-PSMS loop is in the decoder, while in the second, the rearrangement of the data is performed with the BWT before channel encoding, and then the decoder is designed for extracting statistics in a PSMS. After the last iteration, the data is reassembled with the inverse BWT. Simulations show that the bit error rate performance of the new method (in either setting) is almost as good as genie-aided decoding with perfect knowledge of the statistics.
Keywords
channel coding; error statistics; iterative decoding; parity check codes; transform coding; BWT; BWT-PSMS loop; Burrows-Wheeler transform; LDPC codes; PSMS; bit error rate performance; channel coded data redundancy; channel decoding; iterations; low density parity check codes; piecewise stationary memoryless sources; universal compression techniques; universal lossless source controlled channel decoding; Context modeling; Data compression; Data mining; Error analysis; Gas insulated transmission lines; Iterative decoding; Parity check codes; Redundancy; Statistical distributions; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference, 2005. Proceedings. DCC 2005
ISSN
1068-0314
Print_ISBN
0-7695-2309-9
Type
conf
DOI
10.1109/DCC.2005.24
Filename
1402244
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