DocumentCode
1835955
Title
Improvement of Burst Error Correction Using a Look-Up Table with Low Density Parity Check Coding for Compressed Ultraspectral Sounder Data
Author
Huang, Bormin ; Sriraja, Y. ; Huang, Hung-Lung ; Goldberg, Mitchell D.
Author_Institution
Space Sci. & Eng. Center, Wisconsin Univ., Madison, WI
Volume
2
fYear
2006
fDate
20-22 Feb. 2006
Firstpage
1172
Lastpage
1176
Abstract
Low density parity check (LDPC) codes have the ability to transmit data at rates approaching channel capacity with very low error probability. Our study of LDPC codes on JPEG2000-compressed ultraspectral sounder data shows that for an LDPC encoder designed with certain input parameters, the LDPC decoder is able to correct all single errors and two-bit burst errors. Furthermore, our analysis on a massive variety of 3- and 4-bit burst error scenarios indicates that the locations of LDPC-uncorrected errors for 3- and 4-bit burst errors appear to be fixed, regardless of the content of the input data. We propose a look-up table based error correction method to correct errors surviving from the LDPC decoder for 3- and 4-bit burst errors
Keywords
channel capacity; data compression; error correction codes; error statistics; geophysical signal processing; geophysical techniques; parity check codes; table lookup; weather forecasting; JPEG2000; burst error correction; channel capacity; compressed ultraspectral sounder data; error probability; look-up table; low density parity check coding; Acoustic noise; Decoding; Error analysis; Error correction; Error correction codes; Interleaved codes; Parity check codes; Robustness; Satellites; Table lookup; AIRS; JPEG2000; Low density parity check (LDPC); burst error; look-up table; ultraspectral sounder data;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology, 2006. ICACT 2006. The 8th International Conference
Conference_Location
Phoenix Park
Print_ISBN
89-5519-129-4
Type
conf
DOI
10.1109/ICACT.2006.206180
Filename
1625785
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