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J. Bhardwaj, B. Beferull-Lozano and H. Liltved

Energy-efficient online control of a water distribution network based on Deep Reinforcement Learning

IEEE Internet of Things Journal (2023).
Journal Article
2023
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S. Mollaebrahim and B. Beferull-Lozano

Distributed Linear Network Operators via Successive Graph Shift Matrices

IEEE Transactions on Signal and Information Processing over Networks 9 (2023): 315-328.
Journal Article
2023
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A. Singh, S. Redhu, B. Beferull-Lozano and R. M. Hegde

Network-Aware RF-Energy Harvesting for Designing Energy Efficient IoT Networks

Elsevier Internet of Things 22 (2023).
Journal Article
2023
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B. Zaman, L. M. Lopez and B. Beferull-Lozano

Online Joint Topology Identification and Signal Estimation from Streams with Missing Data

IEEE Transactions on Signal and Information Processing over Networks (2023).
Journal Article
2023
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2021

Journal articles

R. Sharan, S. Deshmukh, S. R. B. Pillai and B. Beferull-Lozano

Energy Efficient AoI Minimization in Opportunistic NOMA/OMA Broadcast Wireless Networks

IEEE Transactions on Green Communications and Networking (2021).
Status: Accepted

Proceedings, refereed

J. Bhardwaj, J. Krishnan and B. Beferull-Lozano

Data-Driven Pump Scheduling for Cost Minimization in Water Networks

In 2021 IEEE International Conference on Autonomous Systems (ICAS)2021 IEEE International Conference on Autonomous Systems (ICAS). Montreal, QC, Canada: IEEE, 2021.
Status: Published
R. Money, J. Krishnan and B. Beferull-Lozano

Online Non-linear Topology Identification from Graph-connected Time Series

In 2021 IEEE Data Science and Learning Workshop (DSLW)2021 IEEE Data Science and Learning Workshop (DSLW). Toronto, ON, Canada: IEEE, 2021.
Status: Published
R. Money, J. Krishnan and B. Beferull-Lozano

Random Feature Approximation for Online Nonlinear Graph Topology Identification

In 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP). Gold Coast, Australia: IEEE, 2021.
Status: Published
E. Ruiz and B. Beferull-Lozano

Tracking of quantized signals based on online kernel regression

In IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2021.
Status: Published