123 citations · 439 across the 14 of their papers we have counts for
17 papers
A Traffic Model for Machine-Type Communications Using Spatial Point Processes
Henning Thomsen, Carles Navarro Manchón, Bernard Henri Fleury
A source traffic model for machine-to-machine communications is presented in this paper. We consider a model in which devices operate in a regular mode until they are triggered int…
Dynamical Functional Theory for Compressed Sensing
Burak Çakmak, Manfred Opper, Ole Winther +1
We introduce a theoretical approach for designing generalizations of the approximate message passing (AMP) algorithm for compressed sensing which are valid for large observation ma…
Superfast Line Spectral Estimation
Thomas Lundgaard Hansen, Bernard Henri Fleury, Bhaskar D. Rao
A number of recent works have proposed to solve the line spectral estimation problem by applying off-the-grid extensions of sparse estimation techniques. These methods are preferab…
Self-Averaging Expectation Propagation
Burak Çakmak, Manfred Opper, Bernard H. Fleury +1
We investigate the problem of approximate Bayesian inference for a general class of observation models by means of the expectation propagation (EP) framework for large systems unde…
Variational Bayesian Inference of Line Spectra
Mihai-Alin Badiu, Thomas Lundgaard Hansen, Bernard Henri Fleury
In this paper, we address the fundamental problem of line spectral estimation in a Bayesian framework. We target model order and parameter estimation via variational inference in a…
Turbo-Equalization Using Partial Gaussian Approximation
Chuanzong Zhang, Zhongyong Wang, Carles Navarro Manchón +3
This paper deals with turbo-equalization for coded data transmission over intersymbol interference (ISI) channels. We propose a message-passing algorithm that uses the expectation-…