Title :
A discrete Particle Swarm Optimization Algorithm for Mobile Network Deployment Problems
Author :
Garcia-Diaz, P. ; Salcedo-Sanz, Sancho ; Plaza-Laina, J. ; Portilla-Figueras, A. ; Del Ser, Javier
Author_Institution :
Dept. of Signal Process. & Commun., Univ. de Alcala, Madrid, Spain
Abstract :
In this paper we present a hybrid discrete Particle Swarm Optimization (PSO) algorithm for the Mobile Network Deployment Problem (MNDP). First, we fully describe the MNDP, including a term for taking into account the Electromagnetic field produced by new locations of BTSs. We also describe the proposed PSO algorithm and some variations incorporated in order to cope with discrete search spaces, such as the one in the MNDP. We finally show the performance of the proposed discrete PSO in a real MNDP in a Spanish city near Madrid: Alcalá de Henares.
Keywords :
electromagnetic fields; mobile radio; particle swarm optimisation; search problems; BTS; MNDP; Spanish city; discrete PSO algorithm; discrete search space; electromagnetic field; hybrid discrete particle swarm optimization algorithm; mobile network deployment problem; Cities and towns; Electromagnetics; Encoding; Equations; Greedy algorithms; Mathematical model; Mobile communication;
Conference_Titel :
Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2012 IEEE 17th International Workshop on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4673-3123-4
Electronic_ISBN :
978-1-4673-3124-1
DOI :
10.1109/CAMAD.2012.6335379