128 Int. J. Autonomous and Adaptive Communications Systems, Vol. 2, No. 2, 2009
Copyright © 2009 Inderscience Enterprises Ltd.
A quality of service based planning for IEEE802.11g
networks
Tarik Aouam*
Department of Industrial Engineering,
Faculty of Engineering and Applied Sciences,
Al Hosn University,
AbuDhabi 38772, UAE
E-mail: t.aouam@alhosnu.ae
*Corresponding author
Mohammed Boulmalf and Hamid Harroud
Department of Computer Science,
School of Science and Engineering,
Al Akhawayn University,
Ifrane 53000, Morocco
E-mail: m.boulmalf@aui.ma
E-mail: h.harroud@aui.ma
Abstract: In this article, we propose a network planning algorithm for
IEEE802.11g, which minimises the total interferences between access points
while maintaining a required quality of service (QoS), measured by users’
signal to interference ratio (SIR). Three planning problems are formulated as
integer linear programs. (1) A frequency assignment problem, which assigns
frequencies to access points while minimising total interferences and ensuring
users’ SIR higher than a required threshold. (2) Assuming the optimal
frequency assignment, a power management problem is modelled to assign five
different power levels to access points while reducing the network total
interference and ensuring the required QoS is met. (3) Given the frequency and
power assignments, a load balancing problem is formulated to minimise the
maximum number of users assigned per access point, taking into consideration
users’ QoS. Once the planning is done, new joining users are dynamically
assigned to the less loaded acceptable access point. Based on realistic scenarios
analysis, we show that the proposed planning achieves significant improvement
in average user SIR and power savings while balancing the network. In fact, for
one of the analysed scenarios the algorithm achieved 55% power savings while
the SIR increased by 6 dB improving the QoS.
Keywords: integer programs; load balancing; network planning; power
management; quality of service; SIR; WLANs.
Reference to this paper should be made as follows: Aouam, T., Boulmalf, M.
and Harroud, H. (2009) ‘A quality of service based planning for IEEE802.11g
networks’, Int. J. Autonomous and Adaptive Communications Systems, Vol. 2,
No. 2, pp.128–142.
Biographical notes: Tarik Aouam is an Assistant Professor with the
department of Industrial Engineering at Al Hosn University. He got his PhD in
Industrial Engineering from Purdue University. His research interests include