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An Approach for Solving the Base Station Placement Problem using Particle Swarm Intelligence
Binary PSOBSPCDMA
Resumo
A large amount of studies deals with the base
station placement problem (BSP), but few studies involve the
selection of base stations to meet a set of users. This paper
presents an approach for solving BSP problems in an indoor
environment, aiming at meeting a set of users, with a minimum
number of base stations, using a binary particle swarm
optimization (PSO). A benchmark of four maps of increasing
complexity was created for testing the system. Results of the
binary PSO were compared with optimal solutions found by an
exhaustive search algorithm. The computational results suggest
that the PSO algorithm provides a quite efficient approach to
obtain (near) optimal solutions with small computational effort.