  The appearance of wireless communication is dramatically changing our life.
Mobile telecommunications emerged as a technological marvel allowing for access
to personal and other services, devices, computation and communication, in any
place and at any time through effortless plug and play. Setting up wireless
mobile networks often requires: Frequency Assignment, Communication Protocol
selection, Routing schemes selection, and cells towers distributions. This
research aims to optimize the cells towers distribution by using spatial mining
with Geographic Information System (GIS) as a tool. The distribution
optimization could be done by applying the Digital Elevation Model (DEM) on the
image of the area which must be covered with two levels of hierarchy. The
research will apply the spatial association rules technique on the second level
to select the best square in the cell for placing the antenna. From that the
proposal will try to minimize the number of installed towers, makes tower's
location feasible, and provides full area coverage.
