DocumentCode
586717
Title
Multi-bit flip type gradient descent bit flipping decoding using no thresholds
Author
Haga, Rachel ; Usami, Shogo
Author_Institution
Postgrad. Course in Sci. & Technol., Meijo Univ., Nagoya, Japan
fYear
2012
fDate
28-31 Oct. 2012
Firstpage
6
Lastpage
10
Abstract
Gradient Descent Bit Flipping (GDBF) decoding has one of the best decoding performances of the bit flip type decoding algorithms for low density parity check code. Multi-bit type GDBF decoding, however, achieves good error performance only with suitable thresholds. In this paper, we propose multi-bit type GDBF decoding without using thresholds. The proposed method estimates the number of bits to flip from the received soft sequence using the characteristic of the probability density distribution of the additive white Gaussian noise channel. The error performance of the proposed method is almost equal to that of the conventional method despite not using thresholds.
Keywords
AWGN channels; decoding; gradient methods; probability; sequences; additive white Gaussian noise channel; gradient descent bit flipping decoding; multibit flip type; probability density distribution; soft sequence; Bit error rate; Computational modeling; Iterative decoding; Linear programming; Maximum likelihood decoding;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory and its Applications (ISITA), 2012 International Symposium on
Conference_Location
Honolulu, HI
Print_ISBN
978-1-4673-2521-9
Type
conf
Filename
6401031
Link To Document