%0 Conference Paper
%A Hasbullah, H.
%A Sulaiman, S.
%A Said, A.Md.
%D 2007
%F scholars:269
%I IEEE Computer Society
%K Bluetooth; Network performance; Pareto principle; Poisson distribution; Quality of service; Telecommunication traffic, Bursty traffic; Heavy-tailed distribution; Interactive applications; Pareto distributions; Power law distribution; SAR protocol; Self similar properties; Self-similar, Ad hoc networks
%P 129-133
%R 10.1109/ATNAC.2007.4665291
%T Traffic analysis for QoS provisioning in Bluetooth ad hoc network
%U https://khub.utp.edu.my/scholars/269/
%X Traffic from real-time and multimedia interactive applications are known to be bursty. With this behavior, they are said to associate with self-similar property, by which they can no longer be expressed as Poisson distribution, but following power law distribution such as Pareto. Bursty traffic has a direct impact on network performance. Thus, if the self-similar property can be captured at earlier stage before submission to network, a specific mechanism could be applied at a sender node such that a more regulated traffic could be obtained. As a result, deterministic network performance could be attained, and thus allowing QoS guarantees be granted to users. However, this can only be effectively done with support of a source traffic analysis. Hence, the objectives of this paper are two folds: first is to identify the reason for burstiness, and second is to determine if the self-similar property can be removed from the source traffic. By executing these two, a traffic analysis shall be produced. Video traces of Jurassic Park and Soccer were simulated in a Bluetooth ad hoc network environment and were checked against a set of criteria for self-similarity. It was found that, in the first place, self-similar behavior is indeed associated with bursty traffic. Secondly, the number of packets produced from SAR segmentation protocol is the reason for the heavy-tailed distribution of the source traffic. Finally, the SAR protocol was found unable to eliminate the self-similar property from a bursty traffic flow. ©2007 IEEE.
%Z cited By 0; Conference of 2007 Australasian Telecommunication Networks and Applications Conference, ATNAC 2007 ; Conference Date: 2 December 2007 Through 5 December 2007; Conference Code:74638