Toward Universal Belief Propagation Decoding for Short Binary Block Codes
Belief propagation (BP) decoding has been recognized for its capacity-approaching performance and high throughput when decoding long low-density parity-check (LDPC) codes.
Yi-Fei Shen +7 more
semanticscholar +1 more source
Reduced complexity belief propagation decoders for polar codes [PDF]
Polar codes are newly discovered capacity-achieving codes, which have attracted lots of research efforts. Polar codes can be efficiently decoded by the low-complexity successive cancelation (SC) algorithm and the SC list (SCL) decoding algorithm. The belief propagation (BP) decoding algorithm not only is an alternative to the SC and SCL decoders, but ...
Jun Lin 0001 +2 more
openaire +3 more sources
A Novel Variable-Order Threshold Serial Belief Propagation-Based Decoding Algorithm for LT Codes
The belief propagation (BP) algorithm is a widely adopted iterative decoding method for Luby transform (LT) codes. However, the conventional log-likelihood ratio BP (LLR-BP) decoder exhibits inherent limitations in additive white Gaussian noise (AWGN ...
Weibai Sun +3 more
doaj +1 more source
Graph-Based Codes and Iterative Decoding [PDF]
The field of error correcting codes was revolutionized by the introduction of turbo codes in 1993. These codes demonstrated dramatic performance improvements over any previously known codes, with significantly lower complexity.
Khandekar, Aamod Dinkar
core +1 more source
Simplified Early Stopping Criterion for Belief-Propagation Polar Code Decoder Based on Frozen Bits
Polar codes were first proposed by E. Arıkan in 2009 and have received significant attention in recent years. Successive-cancellation (SC) and belief-propagation (BP) decoding algorithms have been applied by some researchers to polar codes ...
Yongli Yan, Xuanxuan Zhang, Bin Wu
doaj +1 more source
The effect of saturation on belief propagation decoding of LDPC codes [PDF]
We consider the effect of LLR saturation on belief propagation decoding of low-density parity-check codes. Saturation occurs universally in practice and is known to have a significant effect on error floor performance. Our focus is on threshold analysis and stability of density evolution. We analyze the decoder for certain low-density parity-check code
Shrinivas Kudekar +2 more
openaire +3 more sources
Belief Propagation Decoding for Short Codes on Structured Sparse Parity-Check Matrices
As successfully adopted in standard long code scenarios, belief propagation (BP) decoding has been considered a promising universal decoding candidate for next-generation wireless communications.
Yi-Fei Shen +7 more
semanticscholar +1 more source
Variable-Node-Based Belief-Propagation Decoding With Message Pre-Processing for NAND Flash Memory
With the fast development of non-volatile storage technology, NAND flash memory faces more and more challenges such as data reliability and lifetime. To overcome the issue of the reliability, low-density parity-check (LDPC) codes are considered as a main
Xingcheng Liu, Guojun Yang, Xuechen Chen
doaj +1 more source
Hardware Architecture for Reducing Worst-Case Latency in Fast SCF Polar Decoders
The Successive Cancellation Flip (SCF)-based decoding for polar codes requires significant latency at low SNRs. This paper proposes a low-latency SCF-based decoding and decoder architecture based on decoding history.
Useok Lee +2 more
doaj +1 more source
A Doping Bits Based BP Decoding for Rateless Distributed Source Coding Applications
A novel doping bits based belief propagation decoding algorithm, for rate-adaptive LDPC codes based on fixed bipartite graph code, is proposed. The proposed work modifies the decoding algorithm, by converting the puncturing nodes to regular source nodes ...
N. M. Masoodhu Banu, S. Sasikumar
doaj +1 more source

