IMDEA Networks
User Publications
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesus Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
Few-Shot Domain Adaptation for End-to-End Communication
Jayaram Raghuram, Yijing Zeng, Dolores Garcia Marti, Rafael Ruiz, Somesh Jha, Joerg Widmer, Suman Banerjee
International Conference on Learning Representations. Kigali, Rwanda. May 2023
Optimizing network control and resource allocation in large scale ultra dense mm-wave networks (PhD)
Dolores Garcia Marti
September 2022
Scalable machine learning algorithms to design massive MIMO systems
Dolores Garcia Marti, Damiano Badini, Danilo De Donno, Joerg Widmer
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Alicante, Spain. November 2021
Model-free machine learning of wireless SISO/MIMO communications
Dolores Garcia Marti, Jesus Omar Lacruz, Damiano Badini, Danilo De Donno, Joerg Widmer
Computer Communications. 10.1016/j.comcom.2021.09.033. Elsevier. October 2021
Scalable Phase-Coherent Beam-Training for Dense Millimeter-wave Networks
Dolores Garcia Marti, Jesus Omar Lacruz, Pablo Jiménez Mateo, Joan Palacios, Rafael Ruiz, Joerg Widmer
IEEE Transactions of Mobile Computing. October 2021
Site-specific millimeter-wave compressive channel estimation algorithms with hybrid MIMO architectures
Sai Subramanyam Thoota, Dolores Garcia Marti, Özlem Tuğfe Demir, Rakesh Mundlamuri, Joan Palacios, Cenk M. Yetis, Christo Kurisummoottil Thomas, Sameera H. Bharadwaja, Emil Björnson, Pontus Giselsson, Marios Kountouris, Chandra R. Murthy, Nuria González-Prelcic, Joerg Widmer
ITU Journal on Future and Evolving Technologies. Volume 2 , July 2021
High-Speed Millimeter-Wave Mobile Experimentation on Software-Defined Radios
Jesus Omar Lacruz, Dolores Garcia Marti, Pablo Jiménez Mateo, Joan Palacios, Joerg Widmer
GetMobile: Mobile Computing and Communications. Volume 24 , March 2021
A Mixture Density Channel Model for Deep Learning-Based Wireless Physical Layer Design
Dolores Garcia Marti, Joan Palacios, Jesus Omar Lacruz, Joerg Widmer
The 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2020). Virtual event (previously at Alicante, Spain). November 2020
POLAR: Passive object localization with IEEE 802.11ad using phased antenna arrays
Dolores Garcia Marti, Jesus Omar Lacruz, Pablo Jiménez Mateo, Joerg Widmer
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
mm-FLEX: An Open Platform for Millimeter-Wave MobileFull-Bandwidth Experimentation
Jesus Omar Lacruz, Dolores Garcia Marti, Pablo Jiménez Mateo, Joan Palacios, Joerg Widmer
The 18th Annual International Conference on Mobile Systems, Applications, and Services (ACM MobiSys 2020). Toronto, ON, Canada. June 2020
Enhancing ToA positioning with a hybrid deep learning approach (Poster)
Dolores Garcia Marti, Alejandro Blanco, Hector Cordobés De La Calle, Joerg Widmer
IEEE Communication Theory Workshop. Selfoss, Iceland. May 2019