Back to search

Turbo decoding as an instance of Pearl's "belief propagation" algorithm

Data up to Jan 2025

Published1998
Citations929
References63

Total Citations Per Year

Abstract

References (63)

A tutorial on hidden Markov models and selected applications in speech recognition

1989 • 22,242 citations

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

1988 • 17,362 citations

Low-density parity-check codes

1962 • 10,431 citations

Error bounds for convolutional codes and an asymptotically optimum decoding algorithm

1967 • 6,657 citations

Near Shannon limit error-correcting coding and decoding: Turbo-codes. 1

2002 • 6,340 citations

The viterbi algorithm

1973 • 5,597 citations

Optimal decoding of linear codes for minimizing symbol error rate (Corresp.)

1974 • 5,044 citations

Optimal decoding of linear codes for minimizing symbol error rate

1974 • 4,821 citations

Low-Density Parity-Check Codes

1963 • 4,258 citations

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

1988 • 3,928 citations

Good error-correcting codes based on very sparse matrices

1999 • 3,633 citations

A recursive approach to low complexity codes

1981 • 3,097 citations

Statistical Inference for Probabilistic Functions of Finite State Markov Chains

1966 • 2,690 citations

Near Shannon limit performance of low density parity check codes

1997 • 2,647 citations

Iterative decoding of binary block and convolutional codes

1996 • 2,342 citations

Fusion, propagation, and structuring in belief networks

1986 • 2,160 citations

The computational complexity of probabilistic inference using bayesian belief networks

1990 • 1,983 citations

Graphical Models in Applied Multivariate Statistics

1991 • 1,927 citations

Near Shannon limit performance of low density parity check codes

1996 • 1,853 citations

Markov Random Fields and Their Applications

1980 • 1,309 citations

Serial concatenation of interleaved codes: performance analysis, design, and iterative decoding

1998 • 1,289 citations

Unveiling turbo codes: some results on parallel concatenated coding schemes

1996 • 1,159 citations

Codes and Decoding on General Graphs

1996 • 958 citations

Expander codes

1996 • 927 citations

Approximating probabilistic inference in Bayesian belief networks is NP-hard

1993 • 785 citations

The generalized distributive law

2000 • 762 citations

Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach

2022 • 753 citations

Bayesian Analysis in Expert Systems

1993 • 704 citations

Sequential updating of conditional probabilities on directed graphical structures

1990 • 531 citations

Independence properties of directed markov fields

1990 • 511 citations

Probabilistic Inference and Influence Diagrams

1988 • 507 citations

A distance spectrum interpretation of turbo codes

1996 • 487 citations

Good codes based on very sparse matrices

1995 • 453 citations

Iterative decoding of compound codes by probability propagation in graphical models

1998 • 385 citations

Linear-time encodable and decodable error-correcting codes

1996 • 354 citations

Finding MAPs for belief networks is NP-hard

1994 • 346 citations

Codes and iterative decoding on general graphs

1995 • 314 citations

Near optimum decoding of product codes

2002 • 282 citations

Illuminating the structure of code and decoder of parallel concatenated recursive systematic (turbo) codes

2002 • 281 citations

Probabilistic Independence Networks for Hidden Markov Probability Models

1997 • 253 citations

Hidden Markov models: a guided tour

2003 • 243 citations

Multiple turbo codes for deep-space communications

1995 • 206 citations

Transfer function bounds on the performance of turbo codes

1995 • 205 citations

A Connection Between Block and Convolutional Codes

1979 • 201 citations

Bayesian networks

1995 • 187 citations

Good error-correcting codes based on very sparse matrices

2002 • 186 citations

Probability propagation

1990 • 172 citations

On receiver structures for channels having memory

1966 • 151 citations

Serial concatenation of block and convolutional codes

1996 • 113 citations

Turbo codes for deep-space communications

1995 • 110 citations

Graphical Models in Applied Multivariate Statistics

1991 • 107 citations

Effective free distance of turbo codes

1996 • 85 citations

An Introduction to Bayesian Networks

1997 • 76 citations

Abstract Dynamic Programming Models under Commutativity Conditions

1987 • 69 citations

Serial concatenation of interleaved codes: performance analysis, design and iterative decoding

2002 • 68 citations

Nonlinear Equalization of Binary Signals in Gaussian Noise

1971 • 37 citations

A free energy minimization framework for inference problems in modulo 2 arithmetic

1995 • 15 citations

Interleaver design for three dimensional turbo codes

2002 • 14 citations

A general algorithm for distributing information in a graph

2002 • 10 citations

Unit-memory Hamming turbo codes

2002 • 9 citations

Forward-Backward Algorithm

2001 • 9 citations

Performance of turbo-decoded product codes used in multilevel coding

2002 • 8 citations

On the construction of efficient multilevel coded modulations

2002 • 1 citations

Cited By (0)

Loading...