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