Abstract
Abstract—The performance of wireless data systems has been
thoroughly studied in the context of a single base station. In the
present paper we analyze networks with several interacting base
stations, and specifically examine the capacity impact of intraand
inter-cell mobility. We consider a dynamic setting where
users come and go over time as governed by random finite-size
data transfers, and explicitly allow for users to roam around
over the course of their service. We show that mobility tends
to increase the capacity, not only in case of globally optimal
scheduling, but also when each of the base stations operates
according to a fair sharing policy. The latter approach offers the
advantages that it avoids complex centralized control, and grants
each user a fair share of the resources, preventing the potential
starvation that may occur under a globally optimal strategy.
An important implication is that a simple, conservative capacity
estimate is obtained by ‘ignoring’ mobility, and assuming that
users remain stationary for the duration of their service. We
further demonstrate that the capacity region for globally optimal
scheduling is in general strictly larger than the stability region
for a fair sharing discipline. However, if the users distribute
themselves so as to maximize their individual throughputs, thus
enabling some implicit coordination, then a fair sharing policy
is in fact guaranteed to achieve stability whenever a globally
optimal strategy is able to do so.
| Original language | English |
|---|---|
| Title of host publication | Proceedings 25th IEEE International Conference on Computer Communications (INFOCOM 2006, Barcelona, Spain, April 23-26, 2006) |
| Publisher | Institute of Electrical and Electronics Engineers |
| ISBN (Print) | 1-4244-0222-0 |
| DOIs | |
| Publication status | Published - 2006 |
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