BEGIN:VCALENDAR VERSION:2.0 PRODID:-//jEvents 2.0 for Joomla//EN CALSCALE:GREGORIAN METHOD:PUBLISH BEGIN:VEVENT UID:f843c6275463ff81903b48429cf33ec1 CATEGORIES:Lectures & Presentations CREATED:20181001T072520 SUMMARY:Stochastic Geometry Modeling and Optimization of Cellular Networks – Bridging Accuracy and Complexity LOCATION:Science Park 2\, S2 048\, JKU Linz DESCRIPTION:
In the past few years, there have been many efforts to develop analytica
l methodologies for optimizing very ultra-dense networks, especially by usi
ng the mathematical tools of stochastic geometry and point processes. At th
e time of writing, however, we have understood that many proposed approache
s have (at least one of the) two main limitations that
make them unsui
table for optimizing cellular networks:
In this talk, I will describe two recent approaches that I have recentlyproposed to overcome the two limitations mentioned above:
In the first paper, I have introduced a new analytical formulation of the coverage probability that I proved to be accurate and suitable for systemlevel optimization. In the se cond paper, I have introduced a new approach based on the theory of inhomog eneous Poisson point processes for modeling and analyzing communication net works with spatial correlations (either attractive or repulsive).
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Bio:
Marco Di Renzo (S’05–AM’07–M’09–SM’14) received the Laurea d
egree (cum laude) and the Ph.D. degree in electrical engineering from the U
niversity of L’Aquila, Italy, in 2003 and 2007, respectively, and the D.Sc.
degree (Habilitation à diriger des recherches) from the University of
Paris-Sud, France, in 2013. Since 2010, he has been a CNRS Associate Profe
ssor (Chargé de Recherche Titulaire CNRS) with the Laboratory of Signals an
d Systems, Paris-Saclay University-CNRS, CentraleSupélec, University of Par
is-Sud, Paris, France. His research interests include wireless communicatio
ns, communication theory, and stochastic geometry. He currently serves as a
n Editor of the IEEE Communications Letters and the IEEE Trans. on Communi
cations. He is a Distinguished Lecturer of the Communications Society and t
he IEEE Vehicular Technology Society. He is a recipient of several research
distinctions, which include the 2013 Network of Excellence NEWCOM# Best Pa
per Award, the 2013 IEEE-COMSOC Best Young Researcher Award for Europe, Mid
dle East and Africa (EMEA Region), the 2015 IEEE Jack Neubauer Memorial Bes
t System Paper Award, the 2015 Distinguished Visiting Fellow of the Royal A
cademy of Engineering, U.K., the 2015-2018 CNRS Award for Excellence in Res
earch and in Advising Doctoral Students, the 2016 MSCA Global Fellowship, a
s well as 6 Best Paper Awards at IEEE conferences. He is the project coordi
nator of two EU-funded multi-partner projects (ETN-5Gwireless and ETN-5Gaur
a).