Zobrazeno 1 - 10
of 54
pro vyhledávání: '"Vassilaras, Spyridon"'
In this paper, we develop a multi-agent reinforcement learning (MARL) framework to obtain online power control policies for a large energy harvesting (EH) multiple access channel, when only causal information about the EH process and wireless channel
Externí odkaz:
http://arxiv.org/abs/1904.00601
Autor:
Vassilaras, Spyridon, Vigneri, Luigi, Liakopoulos, Nikolaos, Paschos, Georgios S., Destounis, Apostolos, Spyropoulos, Thrasyvoulos, Debbah, Merouane
Future 5G wireless networks will rely on agile and automated network management, where the usage of diverse resources must be jointly optimized with surgical accuracy. A number of key wireless network functionalities (e.g., traffic steering, power co
Externí odkaz:
http://arxiv.org/abs/1805.12090
One of the major challenges in Dynamic Spectrum Access (DSA) systems is to guarantee a required level of Quality of Service (QoS) to secondary users of the spectrum. In this paper, we propose efficient algorithms for deriving optimal policies for the
Externí odkaz:
http://arxiv.org/abs/1607.01996
Suitable estimators for a class of Large Deviation approximations of rare event probabilities based on sample realizations of random processes have been proposed in our earlier work. These estimators are expressed as non-linear multi-dimensional opti
Externí odkaz:
http://arxiv.org/abs/1605.00705
Autor:
Leconte, Mathieu, Paschos, Georgios, Gkatzikis, Lazaros, Draief, Moez, Vassilaras, Spyridon, Chouvardas, Symeon
This paper addresses a fundamental limitation for the adoption of caching for wireless access networks due to small population sizes. This shortcoming is due to two main challenges: (i) making timely estimates of varying content popularity and (ii) i
Externí odkaz:
http://arxiv.org/abs/1601.03926
Cooperative beamforming (CB) has been proposed as a special case of coordinated multi-point techniques in wireless communications. In wireless sensor networks, CB can enable low power communication by allowing a collection of sensor nodes to transmit
Externí odkaz:
http://arxiv.org/abs/1510.08259
Publikováno v:
In Computers and Operations Research October 2013 40(10):2387-2397
Publikováno v:
In Ad Hoc Networks August 2012 10(6):886-900
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Akademický článek
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