124 citations · 164 across the 9 of their papers we have counts for
17 papers · 1 filter
LoRa Modulation for Split Learning
Marc Martinez-Gost, Ana Pérez-Neira, Miguel Ángel Lagunas
In this paper we introduce a task-oriented communication design for split learning (SL) over a communication channel. Our approach involves the Expressive Neural Network (ENN), a n…
DCT-based Air Interface Design for Function Computation
Marc Martinez-Gost, Ana Pérez-Neira, Miguel Ángel Lagunas
With the integration of communication and computing, it is expected that part of the computing is transferred to the transmitter side. In this paper we address the general problem…
Over the Air Computing for Satellite Networks in 6G
Marc Martinez-Gost, Ana Pérez-Neira
6G and beyond networks will merge communication and computation capabilities in order to adapt to changes. As they will consist of many sensors gathering information from its envir…
Slicing at the Physical Layer
Ana Perez-Neira, Miguel Angel Lagunas
In next generation communications, slicing enables the selection and allocation of network resources to suit the requirements of very different vertical-driven use cases and applic…
3D Polarized Modulation: System Analysis and Performance
Pol Henarejos, Ana I. Pérez-Neira
In this paper we present a novel modulation technique for dual polarization communication systems, which reduces the error rate compared with the existent schemes. This modulation…
Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management
Pol Henarejos, Miguel Ángel Vázquez, Ana Isabel Pérez-Neira
Interference Management is a vast topic present in many disciplines. The majority of wireless standards suffer the drawback of interference intrusion and the network efficiency dro…