Daniela Renga
Polytechnic University of Turin
39 Papers
115 Citations
Daniela Renga is an academic researcher from Polytechnic University of Turin. The author has contributed to research in topics: Computer science & Cellular network. The author has an hindex of 10, co-authored 27 publications.
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Papers
Energy Management and Base Station On/Off Switching in Green Mobile Networks for Offering Ancillary Services
Daniela Renga,Hussein Al Haj Hassan,Michela Meo,Loutfi Nuaymi +3 more
- 29 Mar 2018
TL;DR: A stochastic model is proposed to investigate a renewable-powered mobile network dynamically adapting its energy consumption to accomplish SG requests, and receiving rewards in return, by exploiting two techniques.
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A Novel Energy Model for Renewable Energy-Enabled Cellular Networks Providing Ancillary Services to the Smart Grid
Hussein Al Haj Hassan,Daniela Renga,Michela Meo,Loutfi Nuaymi +3 more
- 15 Jan 2019
TL;DR: This paper proposes a new approach for configuring and operating base stations (BSs) to provide ancillary services by model the energy state of a BS as a Markov chain taking into account the proposed energy management policy, randomness of SG requests, and RE generation.
55
Greener RAN Operation Through Machine Learning
TL;DR: Numerical results show that the considered ML algorithms succeed in achieving effective trade-offs between energy consumption and QoS, and show that energy savings strongly depend on traffic patterns that are typical of the considered area.
50
The Impact of Quantization on the Design of Solar Power Systems for Cellular Base Stations
Ana Paula Couto da Silva,Daniela Renga,Michela Meo,Marco Ajmone Marsan +3 more
- 01 Mar 2018
TL;DR: This investigation shows that quantization has an important impact on the mathematical model outputs, and therefore, quantization must be carefully taken into account, to achieve a correct dimensioning of the power system.
40
Radio Resource Management for Improving Energy Self-sufficiency of Green Mobile Networks
Mattia Dalmasso,Michela Meo,Daniela Renga +2 more
- 29 Sep 2016
TL;DR: A cluster of BSs powered with photovoltaic (PV) panels and equipped with energy storage units is considered, showing that resource of demand can effectively be applied to make off-grid BS deployment feasible.
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