Stefan Werner

Adjunct Professor
Adjunct Professor
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...

Contact information

Phone number
+358401424948

Areas of expertise

Statistical signal processing, Adaptation and learning, Distributed processing, Wireless Communications, Smart grids

Publications

Personalized Graph Federated Learning With Differential Privacy

Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih Fang Huang, Anthony Kuh 2023 IEEE Transactions on Signal and Information Processing over Networks

Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines

Ashkan Moradi, Naveen K.D. Venkategowda, Stefan Werner 2023 IEEE Sensors Journal

Energy Optimization through Cooperative Storage Management: A Calculus of Variations Approach

Johann Leithon, Stefan Werner, Visa Koivunen 2021 Renewable Energy

Optimization Strategy for Energy Allocation through Cooperative Storage Management

Johann Leithon, Stefan Werner, Visa Koivunen 2021 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2021

Extended Adjacency and Scale-dependent Graph Fourier Transform via Diffusion Distances

Vitor Rosa Meireles Elias, Wallace Alves Martins, Stefan Werner 2020 IEEE Transactions on Signal and Information Processing over Networks

Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments

Vinay Gogineni, Pouria Talebi, Stefan Werner, Danilo Mandic 2020 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Cost-aware renewable energy management: Centralized vs. distributed generation

Johann Leithon, Stefan Werner, Visa Koivunen 2020 Renewable Energy

Quaternion-Valued Distributed Filtering and Control

Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic 2020 IEEE Transactions on Automatic Control

MMSE Filter Design for Full-duplex Filter-and-forward MIMO Relays under Limited Dynamic Range

Emilio Antonio-Rodríguez, Stefan Werner, Roberto López-Valcarce, Risto Wichman 2019 Signal Processing

Price-aware Renewable Energy Management with Transmission Losses

Johann Leithon, S. Werner, Visa Koivunen, S. P. Talebi 2019 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019; Brighton; United Kingdom; 12-17 May 2019 : Proceedings