Title :
Traffic rate estimation for effective resource allocation in wireless multimedia networks
Author :
Lee, Ki-Dong ; Cho, Yong-Hoon ; Lee, Ho-Jin
Author_Institution :
Radio & Broadcasting Lab., Electron. & Telecommun. Res. Inst., Daejon, South Korea
Abstract :
Recently, wireless network access demand has increased remarkably and efficient resource allocation is becoming more important. The remarkable increase of the number of mobile terminals and the decrease of cell sizes in order to accommodate the increasing demand may give rise to a higher number of transitions among cells, sectors, and spot-beam areas. As a result, it becomes more important to estimate key traffic parameters for effective resource and mobility management. It is obvious that traffic parameters give important information in local/global-optimal decision making on resource allocation. We suggest a simple and very efficient method for estimating key traffic parameters that has excellent accuracy.
Keywords :
cellular radio; least squares approximations; multimedia communication; parameter estimation; quality of service; resource allocation; stochastic processes; telecommunication traffic; QoS; least-squares estimation; mobile terminals; mobility management; multimedia networks; nonstationary Poisson process; quality of service; resource allocation; traffic rate estimation; wireless networks; Decision making; Digital multimedia broadcasting; Intelligent networks; Mobile radio mobility management; Multimedia communication; Parameter estimation; Radio broadcasting; Resource management; Telecommunication traffic; Traffic control;
Conference_Titel :
High Speed Networks and Multimedia Communications 5th IEEE International Conference on
Print_ISBN :
0-7803-7600-5
DOI :
10.1109/HSNMC.2002.1032613