AN ENUMERATION ALGORITHM FOR OPTIMAL CLUSTERING OF BASE STATIONS IN MOBILE RADIO COMMUNICATION SYSTEM
Syed Zahid Ali
In a mobile radio communication system, mobile terminals are free to
travel within the service area. In order to track a mobile terminal in a
cellular mobile network, the radio coverage area of a network is
partitioned into clusters of Base Stations, called Location Areas. As
mobile terminals cross the boundaries of Location Areas, a significant
overhead `location-updating traffic' is injected into the controlling
signalling network. The aim of this paper is to solve the problem of
finding optimum Location Areas for a given network such that the load of
location-update-signalling traffic on the signalling network is minimized
on the basis that the intra-cluster communication is less expensive than
the inter-cluster communications. This problem belongs to the family of
Non-Polynomial Complete (NP) problems. In this paper, this problem is
formulated in terms of an Integer Programming problem and a special
tailored Branch and Bound algorithm is applied to find guaranteed optimal
solutions. By considering a range of network problems, it is demonstrated
that the proposed technique can be applied to solve optimally the
real-world network problems.
Keywords: networks, graph theory, optimization, communication system signalling
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