no code implementations • 19 Jul 2021 • Matthias Meyer, Michaela Wenner, Clément Hibert, Fabian Walter, Lothar Thiele
Real-world datasets collected with sensor networks often contain incomplete and uncertain labels as well as artefacts arising from the system environment.
no code implementations • 22 Oct 2018 • Matthias Meyer, Timo Farei-Campagna, Akos Pasztor, Reto Da Forno, Tonio Gsell, Jérome Faillettaz, Andreas Vieli, Samuel Weber, Jan Beutel, Lothar Thiele
Decision making at the edge of a wireless sensor network promises fast response times but is limited by the availability of energy, data transfer speed, processing and memory constraints.
no code implementations • 11 Dec 2017 • Matthias Meyer, Jan Beutel, Lothar Thiele
It incorporates the two following novel contributions: First, an audio frame predictor based on a Convolutional LSTM autoencoder is demonstrated, which is used for unsupervised feature extraction.
no code implementations • 28 Sep 2017 • Matthias Meyer, Lukas Cavigelli, Lothar Thiele
Wireless distributed systems as used in sensor networks, Internet-of-Things and cyber-physical systems, impose high requirements on resource efficiency.