ETD

Archivio digitale delle tesi discusse presso l'Università di Pisa

Tesi etd-11142016-143230


Tipo di tesi
Tesi di laurea magistrale
Autore
GUERRAZZI, EMANUELE
URN
etd-11142016-143230
Titolo
Models and Algorithms for Antenna Coordination
Dipartimento
INGEGNERIA DELL'ENERGIA, DEI SISTEMI, DEL TERRITORIO E DELLE COSTRUZIONI
Corso di studi
INGEGNERIA GESTIONALE
Relatori
relatore Dott.ssa Galli, Laura
relatore Prof. Stea, Giovanni
Parole chiave
  • operations research
  • LTE
  • column generation
  • antenna coordination
  • algorithms
  • optimization
Data inizio appello
30/11/2016
Consultabilità
Non consultabile
Data di rilascio
30/11/2086
Riassunto
This thesis is the result of a work of about six months at the Department of Computer Science Engineering of the University of Pisa.
Scope of this thesis is to study algorithms to minimize the inter-cell interference in LTE systems.
This is a "decision" problem that can be modelled as a mathematical optimization problem, more precisely as an Integer Linear Program.
We present exact and math-heuristic algorithms, whose running time depends on the number of antennas, therefore we present an extensive performance evaluation on small and large scale instances.
All the results have been obtained using the mathematical optimization tool ``IBM ILOG CPLEX Optimization Studio'' and all programs were implemented in C-C++ language.
The results are promising, indeed we show that a good coordination of antennas leads to a significant reduction of the system interference.
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