5G Mobile Cellular Networks: Enabling Distributed State Estimation for Smart Grids

March 01, 2017 Β· Declared Dead Β· πŸ› IEEE Communications Magazine

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Authors Mirsad Cosovic, Achilleas Tsitsimelis, Dejan Vukobratovic, Javier Matamoros, Carles Anton-Haro arXiv ID 1703.00178 Category cs.IT: Information Theory Citations 107 Venue IEEE Communications Magazine Last Checked 4 months ago
Abstract
With transition towards 5G, mobile cellular networks are evolving into a powerful platform for ubiquitous large-scale information acquisition, communication, storage and processing. 5G will provide suitable services for mission-critical and real-time applications such as the ones envisioned in future Smart Grids. In this work, we show how emerging 5G mobile cellular network, with its evolution of Machine-Type Communications and the concept of Mobile Edge Computing, provides an adequate environment for distributed monitoring and control tasks in Smart Grids. In particular, we present in detail how Smart Grids could benefit from advanced distributed State Estimation methods placed within 5G environment. We present an overview of emerging distributed State Estimation solutions, focusing on those based on distributed optimization and probabilistic graphical models, and investigate their integration as part of the future 5G Smart Grid services.
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