Title :
Fractal Analysis of Traffic Flow Over Wireless Mesh Networks
Author :
Yu, Bai ; Fei, Hong
Author_Institution :
Sch. of Sci., Beijing Univ. of Civil Eng. & Archit., Beijing
Abstract :
In this paper, we used a ubiquitous measurement technique to assess traffic characteristics experienced by diverse sets of traffic flows routed over wireless mesh network environments. The question arises whether the traffic in wireless data networks exhibits long-range dependence as well. If so, it is important to determine if this traffic characteristic affects the provisioning and design of wireless mesh networks .We prove the existence of long-range dependence in packet delay when viewed as time-series data. Under the well-known time-domain and frequency domain estimators, packet delay on TCP/UDP flows shows asymptotic decay while Hurst index estimates suggest from moderate to strong intensity.
Keywords :
fractals; frequency-domain analysis; radio networks; telecommunication network routing; telecommunication network topology; telecommunication traffic; time series; time-domain analysis; transport protocols; Hurst index estimate; TCP/UDP flow; fractal analysis; frequency-domain estimation; long-range dependence; packet delay; time-domain estimation; traffic flow routing; ubiquitous measurement technique; wireless mesh network; Communication system traffic control; Delay estimation; Fractals; Frequency domain analysis; Frequency estimation; Statistical analysis; Telecommunication traffic; Time domain analysis; Traffic control; Wireless mesh networks;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.672