Navigasjon

  • Hopp til innhold
NTNU Hjemmeside

ntnu.no

  • Studier
    • Studieprogram
    • Søk opptak
    • Forkurs og oppfriskning
    • Videreutdanning og deltid
    • Studere på NTNU
  • Studentliv
    • Student i Gjøvik
    • Student i Trondheim
    • Student i Ålesund
    • Derfor velger vi NTNU
  • Forskning og innovasjon
    • Forskning
    • Innovasjon
    • Satsingsområder
    • Toppforskning
    • Ekspertlister
    • Ph.d.
  • Om NTNU
    • Fakulteter og institutter
    • Sentre
    • Bibliotek
    • Kart
    • Ledige stillinger
    • Arrangement
    • Nyheter
    • Kontakt oss
    • Om NTNU
  1. Hjem
  2. Ansatte

Språkvelger

English

Stefan Werner

Stefan Werner

Professor
Institutt for elektroniske systemer
Fakultet for informasjonsteknologi og elektroteknikk

stefan.werner@ntnu.no
Elektro B, B329, Gløshaugen, O. S. Bragstads plass 2
Google Scholar Google Scholar Norwegian Open AI Lab
Om Publikasjoner Undervisning Formidling

Om

CV

Stefan Werner er professor ved Institutt for elektroniske systemer. Han er medlem i forskningsgruppen for Signalbehandling. Werner er utdannet sivilingeniør ved Kungliga Tekniska Høgskolan i Sverige, og har Dr.Scient grad fra Teknkiska Høgskolan i Helsingfors, Finland.

Se engelsk side for mer informasjon.

Kompetanseord

  • Digital signalbehandling
  • Maskinlæring
  • Sensornettverk
  • Statistisk signalbehandling
  • Tingenes internett
  • Trådløs kommunikasjon

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2023

  • Gogineni, Vinay Chakravarthi; Sambangi, Ramesh; Alex, Daney; Mula, Subrahmanyam; Werner, Anders Stefan. (2023) Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters. IEEE Transactions on Circuits and Systems I: Regular Papers. volum 70 (2).
    Vitenskapelig artikkel
  • Moradi, Ashkan; Venkategowda, Naveen K. D.; Werner, Anders Stefan. (2023) Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines. IEEE Sensors Journal. volum 23 (4).
    Vitenskapelig artikkel

2022

  • Alex, Daney; Gogineni, Vinay Chakravarthi; Mula, Subrahmanyam; Werner, Stefan. (2022) Novel VLSI Architecture for Fractional-Order Correntropy Adaptive Filtering Algorithm. IEEE Transactions on Very Large Scale Integration (vlsi) Systems. volum 30 (7).
    Vitenskapelig artikkel
  • Gauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression. ICC 2022 - IEEE International Conference on Communications.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mirzaeifard, Reza; Gogineni, Vinay Chakravarthi; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Dynamic Graph Topology Learning with Non-Convex Penalties. 30th European Signal Processing Conference (EUSIPCO 2022).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Moradi, Ashkan; Kumar Dasanadoddi Venkategowda, Naveen; Werner, Stefan. (2022) Communication-efficient and privacy-aware distributed LMS algorithm. 2022 25th International Conference on Information Fusion - FUSION.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Werner, Anders Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Decentralized Graph Federated Multitask Learning for Streaming Data. 2022 56th Annual Conference on Information Sciences and Systems (CISS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Naumova, Valeriya; Werner, Stefan; Huang, Yih-Fang. (2022) Graph Kernel Recursive Least-Squares Algorithms. 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Gauthier, Francois; Huang, Yih-Fang; Kuh, Anthony. (2022) Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions. IEEE Internet of Things Magazine (IoTM).
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Communication-Efficient Online Federated Learning Framework for Nonlinear Regression. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Communication-Efficient Online Federated Learning Strategies for Kernel Regression. IEEE Internet of Things Journal. volum 10 (5).
    Vitenskapelig artikkel
  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2022) Privacy-Preserved Distributed Learning With Zeroth-Order Optimization. IEEE Transactions on Information Forensics and Security. volum 17.
    Vitenskapelig artikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan; Varshney, Pramod K.. (2022) Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information. IEEE Internet of Things Journal. volum 9 (20).
    Vitenskapelig artikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan; Varshney, Pramod K.. (2022) Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information. IEEE Sensors Journal. volum 22 (15).
    Vitenskapelig artikkel
  • Meireles Elias, Vitor Rosa; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2022) Kernel Regression over Graphs using Random Fourier Features. IEEE Transactions on Signal Processing. volum 70.
    Vitenskapelig artikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Privacy-Preserving Distributed Kalman Filtering. IEEE Transactions on Signal Processing. volum 70.
    Vitenskapelig artikkel
  • Talebi, Sayedpouria; Darvishi, Hossein; Werner, Stefan; Salvo Rossi, Pierluigi. (2022) Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size. Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop.
    Vitenskapelig artikkel
  • Talebi, Sayedpouria; Werner, Stefan; Xia, Yili; Took, Clive Cheong; Mandic, Danilo P.. (2022) A joint particle filter for quaternion-valued alpha-stable signals via the characteristic function. 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mirzaeifard, Reza; Dasanadoddi Venkategowda, Naveen Kumar; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2022) ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties. 30th European Signal Processing Conference (EUSIPCO 2022).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2021

  • D'Avila Barros, Bettina; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Quickest Detection of Stochastic False Data Injection Attacks with Unknown Parameters. 2021 IEEE Statistical Signal Processing Workshop (SSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Elias, Vitor R. M.; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2021) Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis. IEEE Transactions on Signal and Information Processing over Networks. volum 7.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Langberg, Geir Severin Rakh Elvatun; Naumova, Valeriya; Nygård, Jan Franz; Mari, Nygård,; Grasmair, Markus; Werner, Stefan. (2021) Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction. IEEE 55th Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Langberg, Geir Severin Rakh Elvatun; Naumova, Valeriya; Nygård, Jan Franz; Nygård, Mari; Grasmair, Markus; Werner, Stefan. (2021) Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective. 2021 IEEE Statistical Signal Processing Workshop (SSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Meireles Elias, Vitor Rosa; Martins, Wallace; Werner, Stefan. (2021) Graph diffusion kernel LMS using random Fourier features. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Rosa Meireles Elias, Vitor; Werner, Stefan. (2021) Graph Diffusion Kernel LMS using Random Fourier Features. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Talebi, Sayedpouria; Werner, Stefan. (2021) Performance of clustered multitask diffusion LMS suffering from inter-node communication delays. IEEE Transactions on Circuits and Systems - II - Express Briefs. volum 68 (7).
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan. (2021) Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective. IEEE Statistical Signal Processing Workshop (SSP).
    Vitenskapelig artikkel
  • Gauthier, Francois; Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2021) Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning. 2021 29th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Optimal scheduling of multiple spatio-temporally dependent observations using age-of-information. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2021) Energy optimization through cooperative storage management: A calculus of variations approach. Renewable Energy. volum 171.
    Vitenskapelig artikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2021) Optimization Strategy for Energy Allocation through Cooperative Storage Management. 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids - SmartGridComm.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Meireles Elias, Vitor Rosa; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2021) Kernel regression on graphs in random Fourier features space. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2021) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. IEEE 55th Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2021) Securing the Distributed Kalman Filter Against Curious Agents. 24th International Conference on Information Fusion (FUSION).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayedpouria; Werner, Stefan; Gupta, Vijay; Huang, Yih-Fang. (2021) On Stability and Convergence of Distributed Filters. IEEE Signal Processing Letters. volum 28.
    Vitenskapelig artikkel

2020

  • Chen, Kewei; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2020) Nonlinear adaptive filtering with kernel set-membership approach. IEEE Transactions on Signal Processing. volum 68 (1).
    Vitenskapelig artikkel
  • Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2020) Privacy-Preserving Distributed Maximum Consensus. IEEE Signal Processing Letters. volum 27.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Talebi, Sayedpouria; Werner, Stefan; Mandic, Danilo. (2020) Fractional-order correntropy adaptive filters for distributed processing of alpha-stable signals. IEEE Signal Processing Letters. volum 27.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Talebi, Sayedpouria; Werner, Stefan; Mandic, Danilo. (2020) Fractional-order correntropy filters for tracking dynamic systems in alpha-stable environments. IEEE Transactions on Circuits and Systems - II - Express Briefs. volum 67.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan. (2020) Fractional-Order Correntropy Adaptive Filters for Distributed Processing of α -Stable Signals. IEEE Signal Processing Letters.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan. (2020) Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments. IEEE Transactions on Circuits and Systems - II - Express Briefs.
    Vitenskapelig artikkel
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2020) Distributed Learning with Non-Smooth Objective Functions. 28th European Signal Processing Conference (EUSIPCO 2020).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2020) Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information. 2020 IEEE 23rd International Conference on Information Fusion (FUSION).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2020) Cost-aware renewable energy management: Centralized vs. distributed generation. Renewable Energy. volum 147.
    Vitenskapelig artikkel
  • M. Elias, Vitor R.; Martins, Wallace A.; Werner, Stefan. (2020) Extended Adjacency and Scale-Dependent Graph Fourier Transform via Diffusion Distances. IEEE Transactions on Signal and Information Processing over Networks. volum 6.
    Vitenskapelig artikkel
  • Talebi, Sayedpouria; Werner, Stefan; Mandic, Danilo. (2020) Quaternion-valued distributed filtering and control. IEEE Transactions on Automatic Control. volum 65 (10).
    Vitenskapelig artikkel

2019

  • Antonio-Rodrigues, Emilio; Werner, Stefan; Lopez-Valcarce, Roberto; Wichman, Risto. (2019) MMSE filter design for full-duplex filter-and-forward MIMO relays under limited dynamic range. Signal Processing. volum 156.
    Vitenskapelig artikkel
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2019) Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Kraemer, Frank Alexander; Werner, Stefan. (2019) Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes. 2019 27th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2019) Storage management in a shared solar environment with time-varying electricity prices. IEEE Internet of Things Journal. volum 6 (5).
    Vitenskapelig artikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa; Talebi, Sayed Pouria. (2019) Price-aware renewable energy management with transmission losses. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2019) Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Shastri, Anish; Jain, Vivek; Chaudhari, Sachin; Chouhan, Shailesh Singh; Werner, Stefan. (2019) Improving accuracy of the Shewhart-based data-reduction in IoT nodes using piggybacking. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Singh, Adarsh Pal; Jain, Vivek; Chaudhari, Sachin; Kraemer, Frank Alexander; Werner, Stefan; Garg, Vishal. (2019) Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes. 2018 IEEE Globecom Workshops Proceedings.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan. (2019) Distributed Kalman Filtering and Control Through Embedded Average Consensus Information Fusion. IEEE Transactions on Automatic Control. volum 64 (10).
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan. (2019) Distributed Kalman filtering in presence of unknown outer network actuations. IEEE Control Systems Letters. volum 3.
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Li, Shengxi; Mandic, Danilo. (2019) Tracking dynamic systems in alpha-stable environments. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Mandic, Danilo. (2019) Complex-Valued Nonlinear Adaptive Filters With Applications in α-Stable Environments. IEEE Signal Processing Letters. volum 26 (9).
    Vitenskapelig artikkel

2018

  • Chen, Kewei; Werner, Stefan; Kuh, Anthony; Huang, Yih-Fang. (2018) Nonlinear online learning - A kernel SMF approach. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2018) Privacy-preserving distributed precoder design for decentralized estimation. 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2018) Distributed Ridge Regression with Feature Partitioning. 2018 52nd Asilomar Conference on Signals, Systems, and Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Kashyap, Neelabh; Werner, Stefan; Huang, Yih-Fang. (2018) Decentralized PMU-Assisted Power System State Estimation With Reduced Interarea Communication. IEEE Journal on Selected Topics in Signal Processing. volum 12 (4).
    Vitenskapelig artikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2018) Cooperative renewable energy management with distributed generation. 2018 26th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2018) Renewable energy optimization with centralized and distributed generation. 2018 26th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Koivunen, Visa. (2018) Kalman Filtering and Clustering in Sensor Networks. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Mandic, Danilo. (2018) Distributed adaptive filtering of alpha-stable signals. IEEE Signal Processing Letters. volum 25 (10).
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan. (2018) Distributed Kalman filtering: Consensus, diffusion, and mixed. 2018 IEEE Conference on Control Technology and Applications (CCTA).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2017

  • Antonio-Rodrigues, Emilio; Werner, Stefan; Riihonen, Taneli; Wichman, Risto. (2017) Robust Filter Design for Full-Duplex Relay Links under Limited Dynamic Range. 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mathecken, Pramod; Riihonen, Taneli; Werner, Stefan; Wichman, Risto. (2017) Constrained Phase Noise Estimation in OFDM Using Scattered Pilots Without Decision Feedback. IEEE Transactions on Signal Processing. volum 65 (9).
    Vitenskapelig artikkel

Tidsskriftspublikasjoner

  • Gogineni, Vinay Chakravarthi; Sambangi, Ramesh; Alex, Daney; Mula, Subrahmanyam; Werner, Anders Stefan. (2023) Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters. IEEE Transactions on Circuits and Systems I: Regular Papers. volum 70 (2).
    Vitenskapelig artikkel
  • Moradi, Ashkan; Venkategowda, Naveen K. D.; Werner, Anders Stefan. (2023) Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines. IEEE Sensors Journal. volum 23 (4).
    Vitenskapelig artikkel
  • Alex, Daney; Gogineni, Vinay Chakravarthi; Mula, Subrahmanyam; Werner, Stefan. (2022) Novel VLSI Architecture for Fractional-Order Correntropy Adaptive Filtering Algorithm. IEEE Transactions on Very Large Scale Integration (vlsi) Systems. volum 30 (7).
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Gauthier, Francois; Huang, Yih-Fang; Kuh, Anthony. (2022) Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions. IEEE Internet of Things Magazine (IoTM).
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Communication-Efficient Online Federated Learning Framework for Nonlinear Regression. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Communication-Efficient Online Federated Learning Strategies for Kernel Regression. IEEE Internet of Things Journal. volum 10 (5).
    Vitenskapelig artikkel
  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2022) Privacy-Preserved Distributed Learning With Zeroth-Order Optimization. IEEE Transactions on Information Forensics and Security. volum 17.
    Vitenskapelig artikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan; Varshney, Pramod K.. (2022) Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information. IEEE Internet of Things Journal. volum 9 (20).
    Vitenskapelig artikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan; Varshney, Pramod K.. (2022) Optimal Transmission-Constrained Scheduling of Spatio-Temporally Dependent Observations Using Age-of-Information. IEEE Sensors Journal. volum 22 (15).
    Vitenskapelig artikkel
  • Meireles Elias, Vitor Rosa; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2022) Kernel Regression over Graphs using Random Fourier Features. IEEE Transactions on Signal Processing. volum 70.
    Vitenskapelig artikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Privacy-Preserving Distributed Kalman Filtering. IEEE Transactions on Signal Processing. volum 70.
    Vitenskapelig artikkel
  • Talebi, Sayedpouria; Darvishi, Hossein; Werner, Stefan; Salvo Rossi, Pierluigi. (2022) Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size. Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop.
    Vitenskapelig artikkel
  • Elias, Vitor R. M.; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2021) Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis. IEEE Transactions on Signal and Information Processing over Networks. volum 7.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Talebi, Sayedpouria; Werner, Stefan. (2021) Performance of clustered multitask diffusion LMS suffering from inter-node communication delays. IEEE Transactions on Circuits and Systems - II - Express Briefs. volum 68 (7).
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan. (2021) Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective. IEEE Statistical Signal Processing Workshop (SSP).
    Vitenskapelig artikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2021) Energy optimization through cooperative storage management: A calculus of variations approach. Renewable Energy. volum 171.
    Vitenskapelig artikkel
  • Talebi, Sayedpouria; Werner, Stefan; Gupta, Vijay; Huang, Yih-Fang. (2021) On Stability and Convergence of Distributed Filters. IEEE Signal Processing Letters. volum 28.
    Vitenskapelig artikkel
  • Chen, Kewei; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2020) Nonlinear adaptive filtering with kernel set-membership approach. IEEE Transactions on Signal Processing. volum 68 (1).
    Vitenskapelig artikkel
  • Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2020) Privacy-Preserving Distributed Maximum Consensus. IEEE Signal Processing Letters. volum 27.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Talebi, Sayedpouria; Werner, Stefan; Mandic, Danilo. (2020) Fractional-order correntropy adaptive filters for distributed processing of alpha-stable signals. IEEE Signal Processing Letters. volum 27.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Talebi, Sayedpouria; Werner, Stefan; Mandic, Danilo. (2020) Fractional-order correntropy filters for tracking dynamic systems in alpha-stable environments. IEEE Transactions on Circuits and Systems - II - Express Briefs. volum 67.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan. (2020) Fractional-Order Correntropy Adaptive Filters for Distributed Processing of α -Stable Signals. IEEE Signal Processing Letters.
    Vitenskapelig artikkel
  • Gogineni, Vinay Chakravarthi; Werner, Stefan. (2020) Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments. IEEE Transactions on Circuits and Systems - II - Express Briefs.
    Vitenskapelig artikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2020) Cost-aware renewable energy management: Centralized vs. distributed generation. Renewable Energy. volum 147.
    Vitenskapelig artikkel
  • M. Elias, Vitor R.; Martins, Wallace A.; Werner, Stefan. (2020) Extended Adjacency and Scale-Dependent Graph Fourier Transform via Diffusion Distances. IEEE Transactions on Signal and Information Processing over Networks. volum 6.
    Vitenskapelig artikkel
  • Talebi, Sayedpouria; Werner, Stefan; Mandic, Danilo. (2020) Quaternion-valued distributed filtering and control. IEEE Transactions on Automatic Control. volum 65 (10).
    Vitenskapelig artikkel
  • Antonio-Rodrigues, Emilio; Werner, Stefan; Lopez-Valcarce, Roberto; Wichman, Risto. (2019) MMSE filter design for full-duplex filter-and-forward MIMO relays under limited dynamic range. Signal Processing. volum 156.
    Vitenskapelig artikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2019) Storage management in a shared solar environment with time-varying electricity prices. IEEE Internet of Things Journal. volum 6 (5).
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan. (2019) Distributed Kalman Filtering and Control Through Embedded Average Consensus Information Fusion. IEEE Transactions on Automatic Control. volum 64 (10).
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan. (2019) Distributed Kalman filtering in presence of unknown outer network actuations. IEEE Control Systems Letters. volum 3.
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Mandic, Danilo. (2019) Complex-Valued Nonlinear Adaptive Filters With Applications in α-Stable Environments. IEEE Signal Processing Letters. volum 26 (9).
    Vitenskapelig artikkel
  • Kashyap, Neelabh; Werner, Stefan; Huang, Yih-Fang. (2018) Decentralized PMU-Assisted Power System State Estimation With Reduced Interarea Communication. IEEE Journal on Selected Topics in Signal Processing. volum 12 (4).
    Vitenskapelig artikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Mandic, Danilo. (2018) Distributed adaptive filtering of alpha-stable signals. IEEE Signal Processing Letters. volum 25 (10).
    Vitenskapelig artikkel
  • Mathecken, Pramod; Riihonen, Taneli; Werner, Stefan; Wichman, Risto. (2017) Constrained Phase Noise Estimation in OFDM Using Scattered Pilots Without Decision Feedback. IEEE Transactions on Signal Processing. volum 65 (9).
    Vitenskapelig artikkel

Del av bok/rapport

  • Gauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression. ICC 2022 - IEEE International Conference on Communications.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mirzaeifard, Reza; Gogineni, Vinay Chakravarthi; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2022) Dynamic Graph Topology Learning with Non-Convex Penalties. 30th European Signal Processing Conference (EUSIPCO 2022).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Moradi, Ashkan; Kumar Dasanadoddi Venkategowda, Naveen; Werner, Stefan. (2022) Communication-efficient and privacy-aware distributed LMS algorithm. 2022 25th International Conference on Information Fusion - FUSION.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Werner, Anders Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Decentralized Graph Federated Multitask Learning for Streaming Data. 2022 56th Annual Conference on Information Sciences and Systems (CISS).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Naumova, Valeriya; Werner, Stefan; Huang, Yih-Fang. (2022) Graph Kernel Recursive Least-Squares Algorithms. 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayedpouria; Werner, Stefan; Xia, Yili; Took, Clive Cheong; Mandic, Danilo P.. (2022) A joint particle filter for quaternion-valued alpha-stable signals via the characteristic function. 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mirzaeifard, Reza; Dasanadoddi Venkategowda, Naveen Kumar; Gogineni, Vinay Chakravarthi; Werner, Stefan. (2022) ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties. 30th European Signal Processing Conference (EUSIPCO 2022).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • D'Avila Barros, Bettina; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Quickest Detection of Stochastic False Data Injection Attacks with Unknown Parameters. 2021 IEEE Statistical Signal Processing Workshop (SSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Langberg, Geir Severin Rakh Elvatun; Naumova, Valeriya; Nygård, Jan Franz; Mari, Nygård,; Grasmair, Markus; Werner, Stefan. (2021) Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction. IEEE 55th Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Langberg, Geir Severin Rakh Elvatun; Naumova, Valeriya; Nygård, Jan Franz; Nygård, Mari; Grasmair, Markus; Werner, Stefan. (2021) Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective. 2021 IEEE Statistical Signal Processing Workshop (SSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Meireles Elias, Vitor Rosa; Martins, Wallace; Werner, Stefan. (2021) Graph diffusion kernel LMS using random Fourier features. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gogineni, Vinay Chakravarthi; Rosa Meireles Elias, Vitor; Werner, Stefan. (2021) Graph Diffusion Kernel LMS using Random Fourier Features. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gauthier, Francois; Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gratton, Cristiano; Kumar Dasanadoddi Venkategowda, Naveen; Arablouei, Reza; Werner, Stefan. (2021) Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning. 2021 29th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Optimal scheduling of multiple spatio-temporally dependent observations using age-of-information. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2021) Optimization Strategy for Energy Allocation through Cooperative Storage Management. 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids - SmartGridComm.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Meireles Elias, Vitor Rosa; Gogineni, Vinay Chakravarthi; Martins, Wallace; Werner, Stefan. (2021) Kernel regression on graphs in random Fourier features space. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2021) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. IEEE 55th Asilomar Conference on Signals, Systems & Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2021) Securing the Distributed Kalman Filter Against Curious Agents. 24th International Conference on Information Fusion (FUSION).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2020) Distributed Learning with Non-Smooth Objective Functions. 28th European Signal Processing Conference (EUSIPCO 2020).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2020) Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-Information. 2020 IEEE 23rd International Conference on Information Fusion (FUSION).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2019) Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Håkansson, Victor Wattin; Dasanadoddi Venkategowda, Naveen Kumar; Kraemer, Frank Alexander; Werner, Stefan. (2019) Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes. 2019 27th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa; Talebi, Sayed Pouria. (2019) Price-aware renewable energy management with transmission losses. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2019) Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Shastri, Anish; Jain, Vivek; Chaudhari, Sachin; Chouhan, Shailesh Singh; Werner, Stefan. (2019) Improving accuracy of the Shewhart-based data-reduction in IoT nodes using piggybacking. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Singh, Adarsh Pal; Jain, Vivek; Chaudhari, Sachin; Kraemer, Frank Alexander; Werner, Stefan; Garg, Vishal. (2019) Machine Learning-based Occupancy Estimation Using Multivariate Sensor Nodes. 2018 IEEE Globecom Workshops Proceedings.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Li, Shengxi; Mandic, Danilo. (2019) Tracking dynamic systems in alpha-stable environments. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Chen, Kewei; Werner, Stefan; Kuh, Anthony; Huang, Yih-Fang. (2018) Nonlinear online learning - A kernel SMF approach. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2018) Privacy-preserving distributed precoder design for decentralized estimation. 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Arablouei, Reza; Werner, Stefan. (2018) Distributed Ridge Regression with Feature Partitioning. 2018 52nd Asilomar Conference on Signals, Systems, and Computers.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2018) Cooperative renewable energy management with distributed generation. 2018 26th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Leithon, Johann; Werner, Stefan; Koivunen, Visa. (2018) Renewable energy optimization with centralized and distributed generation. 2018 26th European Signal Processing Conference (EUSIPCO).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan; Koivunen, Visa. (2018) Kalman Filtering and Clustering in Sensor Networks. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Talebi, Sayed Pouria; Werner, Stefan. (2018) Distributed Kalman filtering: Consensus, diffusion, and mixed. 2018 IEEE Conference on Control Technology and Applications (CCTA).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Antonio-Rodrigues, Emilio; Werner, Stefan; Riihonen, Taneli; Wichman, Risto. (2017) Robust Filter Design for Full-Duplex Relay Links under Limited Dynamic Range. 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017).
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Undervisning

Emner

  • TT8108 - Doktorgradsseminar i signalbehandling
  • TTT4120 - Digital signalbehandling
  • TFE4590 - Electronic Systems Design, fordypningsprosjekt
  • TT8111 - Signal- og estimeringsteori

Formidling

2022

  • Faglig foredrag
    Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. 55th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2021) . IEEE; Virtual conference. 2021-10-31 - 2021-11-03.

2019

  • Faglig foredrag
    Moradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2019) Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ; 2019-12-15 - 2019-12-18.

2018

  • Poster
    Steinsland, Ingelin; Mortensen, Markus; Kraemer, Frank Alexander; Werner, Stefan. (2018) Towards Smart, Resource-Constrained Environmental Sensor Networks. European Geosciences Union General Assembly 2018 ; 2018-04-08 - 2018-04-13.
NTNU kunnsap for en bedre verden
Studere
  • Studieprogram
  • Emner
  • Videreutdanning og deltid
  • Jobbmuligheter
  • Karriereutvikling
  • Studentaktiviteter
  • Studentblogger
  • Hvorfor velge NTNU
Kontakt
  • Kontakt oss
  • Finn ansatte
  • Skolebesøk og messer
  • Spør en ekspert
  • For alumni
  • Pressekontakter
Oppdag NTNU
  • Arrangement
  • Jobbe ved NTNU
  • Bilder og video
  • Nyheter
  • Kart
  • NTNU i Gjøvik
  • NTNU i Trondheim
  • NTNU i Ålesund
Om NTNU
  • Strategi
  • Forskning
  • Satsingsområder
  • Innovasjon
  • Utdanningskvalitet
  • Organisasjonskart
  • Om NTNU
Tjenester
  • For ansatte
  • For studenter
  • Blackboard
  • Innsida

Norges teknisk-naturvitenskapelige universitet

Bruk av informasjonskapsler
Tilgjengelighetserklæring
Personvern
Ansvarlig redaktør
Logg inn