We present a theory, based on statistical mechanics, to evaluate analytically the
performance of uncoded, fully synchronous, randomly spread code-division multiple-access …

An iterative algorithm for the multiuser detection problem that arises in code division multiple
access (CDMA) systems is developed on the basis of Pearl's belief propagation (BP). We …

This paper studies randomly spread code-division multiple access (CDMA) and multiuser
detection in the large-system limit using the replica method developed in statistical physics …

The basic frameworks and techniques of the Bayesian approach to image restoration are
reviewed from the statistical-mechanical point of view. First, a few basic notions in digital …

This monograph is based on lecture notes of a graduate course, which focuses on the
relations between information theory and statistical physics. The course was delivered at the …

Code-division multiple-access (CDMA) multiuser detection is a kind of signal recovery
problem. The main problem of CDMA multiuser detection is to estimate the original signal …

An approach to analyze the performance of the code division multiple access (CDMA)
scheme, which is a core technology used in modern wireless communication systems, is …

In recent years statistical physics has proven to be a valuable tool to probe into large
dimensional inference problems such as the ones occurring in machine learning. Statistical …

Graphical models for finite-dimensional spin glasses and real-world combinatorial
optimization and satisfaction problems usually have an abundant number of short loops. The …

In a noiseless linear estimation problem, the goal is to reconstruct a vector from the
knowledge of its linear projections. There have been many theoretical works concentrating …