Communication-efficient federated optimization in deterministic spatio-temporal networks

A rapidly increasing number of satellites is orbiting Earth and collecting massive amounts of data. This data can be utilized in three principal ways: to train a machine learning (ML) model, to do inference, or to store it for later retrieval. This project is motivated by the first use case, where a ML model is trained collaboratively from ...

Duration: 03/2025 - 02/2028

WestAI - AI Service Center West

Förderprogramm KI7_Aufbau von KI-Servicezentren

Duration: 11/2022 - 12/2025

Contact: Dr.-Ing. Jörg Schmalenströer

Akustische Sensornetzwerke - Teilprojekt "Verteilte akustische Signalverarbeitung über funkbasierte Sensornetzwerke

Duration: 12/2016 - 11/2019

FOR 2457 : Acoustic Sensor Network

In daily life, we are surrounded by a multitude of noises and other acoustic events. Nevertheless we are able to effortlessly converse in such an environment, retrieve a desired voice while disregarding others, or draw conclusions about the composition of the environment and activities therein, given the observed sound scene. A technical system ...

Duration: 01/2016 - 12/2021