Statistical physics of inference: Thresholds and algorithms

L Zdeborová, F Krzakala - Advances in Physics, 2016 - Taylor & Francis
Many questions of fundamental interest in today's science can be formulated as inference
problems: some partial, or noisy, observations are performed over a set of variables and the …

Coding for secrecy: An overview of error-control coding techniques for physical-layer security

WK Harrison, J Almeida, MR Bloch… - IEEE Signal …, 2013 - ieeexplore.ieee.org
While secrecy in communication systems has historically been obtained through
cryptographic means in the upper layers, recent research efforts have focused on the …

Rate adaptation and reach increase by probabilistically shaped 64-QAM: An experimental demonstration

F Buchali, F Steiner, G Böcherer… - Journal of Lightwave …, 2015 - ieeexplore.ieee.org
A transmission system with adjustable data rate for single-carrier coherent optical
transmission is proposed, which enables high-speed transmission close to the Shannon …

Fundamental limits in structured principal component analysis and how to reach them

J Barbier, F Camilli, M Mondelli… - Proceedings of the …, 2023 - National Acad Sciences
How do statistical dependencies in measurement noise influence high-dimensional
inference? To answer this, we study the paradigmatic spiked matrix model of principal …

Spatially coupled ensembles universally achieve capacity under belief propagation

S Kudekar, T Richardson… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
We investigate spatially coupled code ensembles. For transmission over the binary erasure
channel, it was recently shown that spatial coupling increases the belief propagation …

Coded slotted ALOHA: A graph-based method for uncoordinated multiple access

E Paolini, G Liva, M Chiani - IEEE Transactions on Information …, 2015 - ieeexplore.ieee.org
In this paper, a random access scheme is introduced, which relies on the combination of
packet erasure correcting codes and successive interference cancellation (SIC). The …

Spatially coupled LDPC codes constructed from protographs

DGM Mitchell, M Lentmaier… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper, we construct protograph-based spatially coupled low-density parity-check
(LDPC) codes by coupling together a series of L disjoint, or uncoupled, LDPC code Tanner …

[图书][B] Fundamentals of convolutional coding

R Johannesson, KS Zigangirov - 2015 - books.google.com
Fundamentals of Convolutional Coding, Second Edition, regarded as a bible of
convolutional coding brings you a clear and comprehensive discussion of the basic …

Efficient error-correcting codes in the short blocklength regime

MC Coşkun, G Durisi, T Jerkovits, G Liva, W Ryan… - Physical …, 2019 - Elsevier
The design of block codes for short information blocks (eg, a thousand or less information
bits) is an open research problem that is gaining relevance thanks to emerging applications …

Probabilistic reconstruction in compressed sensing: algorithms, phase diagrams, and threshold achieving matrices

F Krzakala, M Mézard, F Sausset, Y Sun… - Journal of Statistical …, 2012 - iopscience.iop.org
Compressed sensing is a signal processing method that acquires data directly in a
compressed form. This allows one to make fewer measurements than were considered …