30 citations · 58 across the 4 of their papers we have counts for
6 papers
A double EP-based proposal for turbo equalization
Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna
This letter deals with the application of the expectation propagation (EP) algorithm to turbo equalization. The EP has been successfully applied to obtain either a better approxima…
Equalization with Expectation Propagation at Smoothing Level
Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna
In this paper we propose a smoothing turbo equalizer based on the expectation propagation (EP) algorithm with quite improved performance compared to the Kalman smoother, at similar…
Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes
Irene Santos, Juan José Murillo-Fuentes, Petar M. Djurić
In this paper, we address the estimation of a time-varying spatial field of received signal strength (RSS) by relying on measurements from randomly placed and not very accurate sen…
Self and turbo iterations for MIMO receivers and large-scale systems
Irene Santos, Juan José Murillo-Fuentes
We investigate a turbo soft detector based on the expectation propagation (EP) algorithm for large-scale multiple-input multiple-output (MIMO) systems. Optimal detection in MIMO sy…
Turbo EP-based Equalization: a Filter-Type Implementation
Irene Santos, Juan José Murillo-Fuentes, Eva Arias-de-Reyna +1
This manuscript has been submitted to Transactions on Communications on September 7, 2017; revised on January 10, 2018 and March 27, 2018; and accepted on April 25, 2018 We propose…
Complex-Valued Kernel Methods for Regression
Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Irene Santos Velázquez +1
Usually, complex-valued RKHS are presented as an straightforward application of the real-valued case. In this paper we prove that this procedure yields a limited solution for regre…