Adaptive Reweighted Freezing Belief Propagation Decoding for Polar Codes
To address the challenges of high computational redundancy, slow convergence speed, and limited decoding performance in Belief Propagation (BP) decoding of polar codes, this paper proposes an Adaptive Reweighted Freezing (ARF) BP decoding algorithm. This
GUO Xiaojin, ZHANG Jingtao
doaj
Gaussian Belief Propagation for Solving Network Utility Maximization with Delivery Contracts. [PDF]
Liao S, Sun J.
europepmc +1 more source
Belief propagation decoding of some decomposable linear block codes
We implement the Belief Propagation Algorithm onto some decomposable linear block codes and obtain bit error rate performances for some of the decomposable codes over Additive White Gaussian Noise channel.
Yalçin, S, Altay, G
core
Real-time stereo matching architecture based on 2D MRF model: a memory-efficient systolic array
There is a growing need in computer vision applications for stereopsis, requiring not only accurate distance but also fast and compact physical implementation. Global energy minimization techniques provide remarkably precise results. But they suffer from
Park Sungchan +3 more
doaj
Systematic Testing of Belief-Propagation Estimates for Absolute Free Energies in Atomistic Peptides and Proteins. [PDF]
Donovan-Maiye RM +2 more
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Bounds on the Performance of Belief Propagation Decoding
We consider Gallager’s soft decoding (belief propagation) algorithm for decoding low den-sity parity check (LDPC) codes, when applied to an arbitrary binary-input symmetric-output channel.
Gadi Miller, David Burshtein
core
Signal Detection and Temporal Analysis of Aromatase Inhibitor-Associated Hepatotoxicity: A Pharmacovigilance Study Integrating Bayesian Belief-Propagation Network and Frequentist Metrics. [PDF]
Li Y +7 more
europepmc +1 more source
A Novel Belief Propagation-Based Probabilistic Multiple Hypothesis Tracking Algorithm for Multiple Resolvable Group Targets. [PDF]
Ma T, Shi P, Liu S, Wang P.
europepmc +1 more source
End-to-End DAE-LDPC-OFDM Transceiver with Learned Belief Propagation Decoder for Robust and Power-Efficient Wireless Communication. [PDF]
Mohammed M, Çevik M.
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A Revolution: Belief Propagation in Graphs With Cycles
Until recently, artificial intelligence researchers have frowned upon the application of probability propagation in Bayesian belief networks that have cycles. The probability propagation algorithm is only exact in networks that are cycle-free.
Brendan Frey, David MacKay
core

