1. GESBERT David
  2. GESBERT David
print

GESBERT David

Talk

Gesbert, David

Internet of learning thing, a machine learning approach to future IoT networks

3IA Côte d'Azur Scientific Days, Annual Scientific Meeting, 14-15 November 2022, Sophia Antipolis, France
Detail
BIBTEX

Journal

Liu, Guanzhang; Hu, Zhengyang; Wang, Lei; Xue, Jiang; Yin, Haifan; Gesbert, David

Spatio-temporal neural network for channel prediction in massive MIMO-OFDM systems

IEEE Transactions on Communications, 17 October 2022
Detail
Document
DOI
HAL
BIBTEX

Conference

Nikooroo, Mohammadsaleh; Becvar, Zdenek; Esrafilian, Omid; Gesbert, David

QoS-aware sum capacity maximization for mobile internet of things devices served by UAVs

PIMRC 2022, 33rd IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, 12-15 September 2022 (Virtual Event)
Detail
Document
ARXIV
DOI
BIBTEX

Conference

Zecchin, Matteo; Park, Sangwoo; Simeone, Osvaldo, Kountouris, Marios; Gesbert, David

Robust Bayesian learning for reliable wireless AI: Framework and applications

WindMill 2022, 4-9 September 2022, Zurich, Switzerland
Detail
Document
ARXIV
BIBTEX

Conference

Zecchin, Matteo; Gesbert, David; Kountouris, Marios

UAV-aided decentralized learning over mesh networks

EUSIPCO 2022, 30th European Signal Processing Conference, August 29-September 2, 2022, Belgrade, Serbia
Detail
Document
ARXIV
HAL
BIBTEX

Poster / Demo

Trumpp, Raphaël; Bayerlein, Harald; Gesbert, David

Modeling interactions of autonomous vehicles and pedestrians with deep multi-agent reinforcement learning for collision avoidance

BMW-EURECOM-TUM 2022, 8th Summer School on Frontiers in Machine Intelligence, July 4-9, 2022, Saint-Raphaël, France

Best Poster Award
Detail
Document
BIBTEX

Journal

Qin, Ziao; Yin, Haifan; Cao, Yandi; Li, Weidong; Gesbert, David

A partial reciprocity-based channel prediction framework for FDD massive MIMO with high mobility

IEEE Transactions on Wireless Communications, June 2022
Detail
Document
ARXIV
DOI
BIBTEX

Conference

Trumpp, Raphael; Bayerlein, Harald; Gesbert, David

Modeling interactions of autonomous vehicles and pedestrians with deep multi-agent reinforcement learning for collision avoidance

IV 2022, 33rd IEEE Intelligent Vehicles Symposium, June 5-9, Aachen, Germany
Detail
Document
ARXIV
DOI
HAL
BIBTEX

Journal

Zecchin, Matteo; Kountouris, Marios; Gesbert, David

Communication-efficient distributionally robust decentralized learning

Transactions on Machine Learning Research Journal, December 2022
Detail
Document
ARXIV
HAL
BIBTEX

Conference

Qin, Ziao; Yin, Haifan; Gesbert, David

A channel estimation framework for high-mobility FDD massive MIMO using partial reciprocity

ICC 2022, IEEE 1st International Workshop on Semantic Communications, 16-20 May 2022, Seoul, South Korea (Virtual Event)
Detail
Document
DOI
HAL
BIBTEX