I was introduced to the Frequency AssignmentProblem (FAP) that arises in Wireless networks, by Prof Anil Shende.
It is an
NP-complete problem, with the objective of finding an efficient frequency
assignment scheme to a network of transmitters and receivers (together
referred to as base-stations or simply
stations), with the constraint that there should be
no interference between signals emitted by any two (usually closely spaced)
stations.
In our work, we model the wireless network as a graph where
vertices represent the base-stations. Edges are drawn between vertices whose
base-stations' transmissions can interfere. The frequency requirement of
these stations is converted to a coloring on the nodes of the graph. The
problem reduces to finding an optimal coloring scheme for the corresponding
graph.
The minimum frequency-distance at which a frequency can be reused again is called the reuse distance s. A minimum channel separation of di is required between channels assigned to stations at distance i. Any coloring satisfying the above constraints is referred to as an L(d1, d2,...,ds-1)-coloring . We introduced the notion of L(2,1k)-colorings and obtained optimal L(2,1k)-coloring schemes for bi-dimensional grids.
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