TITLE: Design Of Survivable Wireless
Access Networks
WHEN: Friday, September 26, 2003
Time: 1:30 -4:00 PM
WHERE: Room 503, IS Building
WHO: Chalermpol Charnsripinyo
Dissertation Committee:
Dr. David Tipper (Committee Chair)
Dr. Richard Thompson
Dr. Prashant Krishnamurthy
Dr. Joseph Kabara
Dr. Teresa Dahlberg, University of North Carolina at
Charlotte
ABSTRACT: Survivability of wireless access
networks has become a critical issue due to the rapidly
increasing dependence on wireless mobile
services. However, little emphasis has been placed on understanding and
improving the survivability of wireless access networks. In this
dissertation, survivability issues including a multilayer survivability
framework and survivability analysis of wireless access networks are
presented in order to facilitate the development of effective techniques
for building survivable wireless access networks.
This dissertation proposes new techniques for survivable
wireless access network design. The goal is to provide
an effective solution for wireless access network design
that satisfies traffic and survivability requirements while
minimizing the network design cost in the wireless backhaul
network. Three different approaches to creating a survivable
network topology are considered namely: (1) a mesh-based
restorable network, (2) a multi-ring network, and (3) a
hybrid mesh-ring network. The network design problems are
formulated as mathematical optimization models. A novel
aspect of the proposed work is the incorporation of the
effect of user mobility after a failure into the network
design model. Numerical results show that, among the three
different network design approaches considered, a mesh-based
restorable network design is the most cost-efficient. A
two-phase design methodology is developed to solve the
mesh-based restorable network design problem. In the first
phase, an initial network design problem is considered
as the minimum-cost network design to satisfy traffic requirements.
In the second-phase, an incremental network design problem
is considered where the minimum-cost network topology from
phase one is augmented to satisfy survivability requirements.
The proposed second phase model can be easily applied to
existing wireless access networks.
This dissertation also proposes an efficient heuristic
algorithm based on a minimum-cost routing technique to
solve the mesh-based restorable network design problem.
The proposed heuristic can efficiently find near-optimal
solutions compared to the solutions obtained from a standard
optimization technique for small problem-size networks.
More importantly the heuristic is shown to scale to solve
large problem-size networks within a reasonable computational
time. Lastly, the proposed two-phase mesh network design
model and heuristic algorithm are extended to the design
of emerging third-generation wireless access networks. |